{"vulnerability": "cve-2021-23337", "sightings": [{"uuid": "37fc99ea-fb06-4384-b525-14cc7f3d61e4", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://gist.github.com/nitinprabhakaran/9ed8a086734872b40779000797e1540b", "content": "", "creation_timestamp": "2025-07-13T12:28:05.000000Z"}, {"uuid": "7a2610fa-8771-4061-98d1-9e3de0a67d7f", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://bsky.app/profile/cyberhub.blog/post/3miwn6zjrp223", "content": "", "creation_timestamp": "2026-04-07T20:40:09.188769Z"}, {"uuid": "62e4f2f2-a297-4ca6-8ffb-fa5e7927110a", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "confirmed", "source": "https://github.com/projectdiscovery/nuclei-templates/tree/main/http/cves/2021/CVE-2021-23337.yaml", "content": "", "creation_timestamp": "2026-04-07T05:44:13.000000Z"}, {"uuid": "18191a5b-6137-49ab-b642-9c8f39ffc8bc", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://gist.github.com/tu-trinh-scale/5a20be9ddb4b87ac1f57c14845b358a5", "content": "", "creation_timestamp": "2026-02-21T05:21:03.000000Z"}, {"uuid": "a8b190ad-c652-4480-bd6e-ce4d6ee40d32", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://bsky.app/profile/euvd-bot.bsky.social/post/3mif346qrs52s", "content": "", "creation_timestamp": "2026-03-31T21:01:10.857887Z"}, {"uuid": "a8090785-64c2-479d-a40f-6b9e3ab0c2d9", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://bsky.app/profile/thehackerwire.bsky.social/post/3mifw6dxnll2s", "content": "", "creation_timestamp": "2026-04-01T05:05:35.132009Z"}, {"uuid": "834a51c0-7d7f-440e-aa3e-fa6467f305a4", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "Telegram/OA0BhF0tC6EPmRi9BAj0aaRm3q83l75bwQVc9b2koDj48CY", "content": "", "creation_timestamp": "2026-03-31T21:19:34.000000Z"}, {"uuid": "b150d740-7577-4116-b61d-0334ea1c4ebe", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://bsky.app/profile/beikokucyber.bsky.social/post/3miz6wtrnrb2p", "content": "", "creation_timestamp": "2026-04-08T21:03:02.958796Z"}, {"uuid": "eb9bdb95-2932-4a7b-91c4-597d9c95dff2", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://t.me/cibsecurity/29721", "content": "\u203c CVE-2021-41720 \u203c\n\nA command injection vulnerability in Lodash in 4.17.21 allows attackers to arbitrary code execution via the template function. NOTE: this is a different parameter, method, and version than CVE-2021-23337.\n\n\ud83d\udcd6 Read\n\nvia \"National Vulnerability Database\".", "creation_timestamp": "2021-09-30T18:13:21.000000Z"}, {"uuid": "051af884-8001-42e7-acdc-804fe9f170b6", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://t.me/cibsecurity/23593", "content": "\u203c CVE-2021-23337 \u203c\n\nAll versions of package lodash; all versions of package org.fujion.webjars:lodash are vulnerable to Command Injection via template.\n\n\ud83d\udcd6 Read\n\nvia \"National Vulnerability Database\".", "creation_timestamp": "2021-02-15T16:46:44.000000Z"}, {"uuid": "8c56bb50-3223-4658-8d12-5a8e619c7365", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://gist.github.com/joemocha/fe552c9601dc58c4f9731982ab0d1f8c", "content": "From 87a213729aba7bd86b4cb07a5e6630fdd0cdef19 Mon Sep 17 00:00:00 2001\nFrom: Samuel Obukwelu \nDate: Mon, 18 May 2026 21:35:28 -0400\nSubject: [PATCH] Add Block 3 audience materials\n\n---\n .pi/extensions/inspect-verify.ts              | 111 ++++++++++++++++++\n .pi/skills/architecture-verifier/SKILL.md     |  54 +++++++++\n .pi/skills/performance-verifier/SKILL.md      |  53 +++++++++\n .pi/skills/project-inspector/SKILL.md         |  53 +++++++++\n .pi/skills/project-verifier/SKILL.md          |  89 ++++++++++++++\n AGENTS.md                                     |  47 ++++++++\n README.md                                     |  16 ++-\n SYSTEM.md                                     |  11 ++\n block3/README.md                              |  57 +++++++++\n fixtures/agentic-target-sample/README.md      |  59 ++++++++++\n .../components/Header.vue                     |  16 +++\n .../composables/useExample.ts                 |   4 +\n fixtures/agentic-target-sample/nuxt.config.ts |  14 +++\n fixtures/agentic-target-sample/package.json   |  24 ++++\n .../agentic-target-sample/pages/about.vue     |  14 +++\n .../agentic-target-sample/pages/index.vue     |  14 +++\n 16 files changed, 634 insertions(+), 2 deletions(-)\n create mode 100644 .pi/extensions/inspect-verify.ts\n create mode 100644 .pi/skills/architecture-verifier/SKILL.md\n create mode 100644 .pi/skills/performance-verifier/SKILL.md\n create mode 100644 .pi/skills/project-inspector/SKILL.md\n create mode 100644 .pi/skills/project-verifier/SKILL.md\n create mode 100644 AGENTS.md\n create mode 100644 SYSTEM.md\n create mode 100644 block3/README.md\n create mode 100644 fixtures/agentic-target-sample/README.md\n create mode 100644 fixtures/agentic-target-sample/components/Header.vue\n create mode 100644 fixtures/agentic-target-sample/composables/useExample.ts\n create mode 100644 fixtures/agentic-target-sample/nuxt.config.ts\n create mode 100644 fixtures/agentic-target-sample/package.json\n create mode 100644 fixtures/agentic-target-sample/pages/about.vue\n create mode 100644 fixtures/agentic-target-sample/pages/index.vue\n\ndiff --git a/.pi/extensions/inspect-verify.ts b/.pi/extensions/inspect-verify.ts\nnew file mode 100644\nindex 0000000..9105826\n--- /dev/null\n+++ b/.pi/extensions/inspect-verify.ts\n@@ -0,0 +1,111 @@\n+/**\n+ * inspect-verify \u2014 Block 3 Pi extension\n+ *\n+ * Implements ARCH-A (sequential pipeline) on top of `project-inspector` and\n+ * `project-verifier` skills. Two invocation paths, each with a different\n+ * pedagogical purpose:\n+ *\n+ *   1. `/audit ` \u2014 explicit slash command. Injects a single coordinated\n+ *      prompt that asks the agent to run inspector then verifier in one turn.\n+ *      Works in BOTH interactive and non-interactive (-p / --print) modes.\n+ *      This is the primary, reliable path attendees install and use.\n+ *\n+ *   2. `agent_end` listener \u2014 when a turn ends and the output looks like a\n+ *      project-inspector structural briefing (JSON with `\"architecture\"` and\n+ *      `\"entry_points\"`), the extension calls `sendUserMessage` to queue a\n+ *      verifier follow-up. Works in INTERACTIVE mode only \u2014 `-p` mode exits\n+ *      after the first `agent_end` and ignores queued messages. The ambient\n+ *      lesson: once the pattern is wired, the system catches itself without\n+ *      the user remembering to invoke the verifier by name.\n+ *\n+ * Pedagogical thesis: a working engineer composes skills into self-checking\n+ * systems instead of running each skill by hand. Inspector finds architecture;\n+ * Verifier flags supply-chain risk; the extension wires them together. No\n+ * single skill catches everything \u2014 that's why we compose.\n+ */\n+\n+import type {\n+  AgentMessage,\n+  ExtensionAPI,\n+} from \"@earendil-works/pi-coding-agent\";\n+\n+const VERIFIER_FOLLOWUP_PROMPT =\n+  \"The previous response looks like a project-inspector structural briefing. \" +\n+  \"Now run the project-verifier skill on the same target. Read the \" +\n+  \"dependency manifest (package.json, pyproject.toml, go.mod, etc.) of the \" +\n+  \"repository you just inspected, identify pinned exact versions, and use web \" +\n+  \"search to look up known CVE / GHSA advisories per pinned version. Emit the \" +\n+  \"verifier's JSON report \u2014 do not produce another structural briefing.\";\n+\n+const AUDIT_COMMAND_PROMPT = (target: string) =>\n+  `Audit the repository at \\`${target}\\`. ` +\n+  `Step 1 \u2014 run the project-inspector skill: produce a structural briefing in the inspector's JSON shape. ` +\n+  `Step 2 \u2014 run the project-verifier skill on the same target: read the dependency manifest, identify pinned versions, look up CVE / GHSA advisories per pinned version, emit the verifier's JSON shape. ` +\n+  `Return both JSON outputs in order, separated by a \"---\" line.`;\n+\n+/**\n+ * Extract plain text from an assistant message's content blocks.\n+ * AssistantMessage.content is (TextContent | ThinkingContent | ToolCall)[].\n+ */\n+function assistantText(message: AgentMessage): string {\n+  if (message.role !== \"assistant\") return \"\";\n+  const content = message.content;\n+  if (typeof content === \"string\") return content;\n+  if (!Array.isArray(content)) return \"\";\n+  return content\n+    .filter((block: any) => block && block.type === \"text\")\n+    .map((block: any) => (typeof block.text === \"string\" ? block.text : \"\"))\n+    .join(\"\\n\");\n+}\n+\n+/**\n+ * Heuristic: does the text look like a project-inspector output?\n+ * Matches the inspector's documented JSON schema.\n+ */\n+function looksLikeInspectorBriefing(text: string): boolean {\n+  return (\n+    text.includes('\"architecture\"') &&\n+    text.includes('\"entry_points\"') &&\n+    // Quick exclusion: don't re-fire on verifier output\n+    !text.includes('\"lens\"') &&\n+    !text.includes('\"findings\"') &&\n+    !text.includes('\"missed_by_structural_briefing\"')\n+  );\n+}\n+\n+export default function (pi: ExtensionAPI) {\n+  // De-dupe: only fire the verifier once per distinct inspector output within\n+  // a single session. The fingerprint is the first ~200 chars of the output;\n+  // good enough for one session's worth of turns.\n+  const firedFingerprints = new Set();\n+\n+  pi.on(\"agent_end\", async (event) => {\n+    const lastAssistant = [...event.messages]\n+      .reverse()\n+      .find((m: AgentMessage) => m.role === \"assistant\");\n+    if (!lastAssistant) return;\n+\n+    const text = assistantText(lastAssistant);\n+    if (!looksLikeInspectorBriefing(text)) return;\n+\n+    const fingerprint = text.slice(0, 200);\n+    if (firedFingerprints.has(fingerprint)) return;\n+    firedFingerprints.add(fingerprint);\n+\n+    // Inject the verifier follow-up. `deliverAs: \"followUp\"` queues this for\n+    // the next turn so it doesn't fight an in-flight stream.\n+    pi.sendUserMessage(VERIFIER_FOLLOWUP_PROMPT, { deliverAs: \"followUp\" });\n+  });\n+\n+  // Explicit, loop-safe path: `/audit ` triggers inspector + verifier\n+  // in a single coordinated prompt. Useful when the auto-detect heuristic\n+  // misses or when the user wants the pipeline by name.\n+  pi.registerCommand(\"audit\", {\n+    description:\n+      \"Run project-inspector then project-verifier on the given repository path.\",\n+    handler: async (args, _ctx) => {\n+      const target = args.trim() || \".\";\n+      pi.sendUserMessage(AUDIT_COMMAND_PROMPT(target));\n+    },\n+  });\n+}\ndiff --git a/.pi/skills/architecture-verifier/SKILL.md b/.pi/skills/architecture-verifier/SKILL.md\nnew file mode 100644\nindex 0000000..713a636\n--- /dev/null\n+++ b/.pi/skills/architecture-verifier/SKILL.md\n@@ -0,0 +1,54 @@\n+---\n+name: architecture-verifier\n+description: Audit a codebase against architectural and structural quality concerns that a feature-focused briefing misses. Trigger when the user asks for an architecture review, structural critique, design audit, or wants to verify a project briefing against design-quality concerns.\n+---\n+\n+# Architecture Verifier\n+\n+You are a staff-level architect reviewing a codebase for structural and design-quality concerns that a feature-focused inspector typically misses. Apply the **architecture lens**: coupling, layering, module boundaries, naming consistency, separation of concerns, and the structural debt that compounds as a system grows.\n+\n+## When you run\n+\n+You run alongside other verifiers (security, performance) as part of a multi-lens audit composed by a deliberator agent. Your output is one slice of a composed verification report.\n+\n+You may also run standalone when a user asks to architecturally review a codebase.\n+\n+## Process\n+\n+1. **Map the module boundaries.** Identify directories that represent layers (e.g., `pages/` vs `components/` vs `composables/` vs `server/`). Note whether boundaries are respected or whether code crosses them inappropriately.\n+2. **Check coupling.** Sample a few entry points; trace their imports. Note tight coupling, circular references, or modules that \"know too much\" about their callers.\n+3. **Naming + conventions.** Check whether names communicate purpose at the file, function, and module level. Flag inconsistencies (e.g., camelCase mixed with kebab-case in similar-purpose files).\n+4. **Missing abstractions.** Look for repeated patterns that should be extracted (3+ near-duplicate handlers, recurring fetch-then-transform shapes, etc.).\n+5. **Premature abstractions.** Look for the inverse: indirection that doesn't earn its keep \u2014 single-impl interfaces, factories that wrap one constructor, config layers nobody configures.\n+6. **Test architecture.** If tests exist, note whether they exercise behavior or implementation. If they don't, flag the absence as architectural risk.\n+7. **Score severity.** For each finding: severity (critical / high / moderate / low), one-sentence description, one-sentence recommendation.\n+\n+## Output format\n+\n+Return **only** valid JSON in the following shape \u2014 no prose before or after the JSON block:\n+\n+```json\n+{\n+  \"verified\": false,\n+  \"target\": \"\",\n+  \"lens\": \"architecture\",\n+  \"findings\": [\n+    {\n+      \"concern\": \"\",\n+      \"severity\": \"critical | high | moderate | low\",\n+      \"summary\": \"\",\n+      \"recommendation\": \"\"\n+    }\n+  ],\n+  \"recommendation\": \"<2\u20133 sentence summary of architectural posture>\"\n+}\n+```\n+\n+Set `verified: true` only when there are zero findings of severity `high` or `critical`.\n+\n+## Constraints\n+\n+- **Be specific.** Generic findings (\"could be more modular\") help no one. Cite file paths or directory names.\n+- **Honest scoping.** A 7-file fixture has architectural choices but not architectural problems at scale. Don't manufacture findings to look thorough. If the project is genuinely clean, say so.\n+- **One lens only.** This skill is architecture-focused. Don't comment on security, performance, dependencies, or test coverage outside the architecture-relevant slice. The composed audit covers those concerns through other verifiers.\n+- **No fabrication.** Only reference patterns you can verify by reading the code.\ndiff --git a/.pi/skills/performance-verifier/SKILL.md b/.pi/skills/performance-verifier/SKILL.md\nnew file mode 100644\nindex 0000000..75b6389\n--- /dev/null\n+++ b/.pi/skills/performance-verifier/SKILL.md\n@@ -0,0 +1,53 @@\n+---\n+name: performance-verifier\n+description: Audit a codebase for performance and bundle-hygiene concerns that a structural briefing does not surface. Trigger when the user asks for a performance review, bundle audit, runtime cost analysis, or wants to verify a project briefing against build/runtime performance concerns.\n+---\n+\n+# Performance Verifier\n+\n+You are a senior engineer reviewing a codebase for performance and bundle-hygiene concerns that a structural inspector typically misses. Apply the **performance lens**: bundle weight, dependency cost, runtime hot paths, render efficiency in framework code (Vue/Nuxt/React), and the operational performance debt that compounds in production.\n+\n+## When you run\n+\n+You run alongside other verifiers (security, architecture) as part of a multi-lens audit composed by a deliberator agent. Your output is one slice of a composed verification report.\n+\n+You may also run standalone when a user asks to performance-review a codebase.\n+\n+## Process\n+\n+1. **Read the dependency manifest.** Identify heavyweight deps (Lodash full import, Moment, large UI libs, AWS SDK monoliths). Note tree-shakable vs not.\n+2. **Check the bundler config.** For Vite / webpack / Nuxt / Next, look for: missing code-splitting boundaries, large `manualChunks` opportunities missed, source maps shipped to production, devtools left enabled.\n+3. **Sample a hot path.** For a framework like Nuxt/Vue, inspect a representative page. Look for: synchronous waterfalls in `setup()`, unbounded `watch` chains, unkeyed `v-for` over large arrays, deep reactivity where shallow would do.\n+4. **Asset hygiene.** Note images > 200KB, unbounded fonts, CDN-vs-local mismatches in obvious places.\n+5. **Build-time cost.** Note signals of slow builds: large `tsconfig` includes, missing `paths` aliases, `node_modules` directly imported from source.\n+6. **Score severity.** For each finding: severity (critical / high / moderate / low), one-sentence description, one-sentence recommendation.\n+\n+## Output format\n+\n+Return **only** valid JSON in the following shape \u2014 no prose before or after the JSON block:\n+\n+```json\n+{\n+  \"verified\": false,\n+  \"target\": \"\",\n+  \"lens\": \"performance\",\n+  \"findings\": [\n+    {\n+      \"concern\": \"\",\n+      \"severity\": \"critical | high | moderate | low\",\n+      \"summary\": \"\",\n+      \"recommendation\": \"\"\n+    }\n+  ],\n+  \"recommendation\": \"<2\u20133 sentence summary of performance posture>\"\n+}\n+```\n+\n+Set `verified: true` only when there are zero findings of severity `high` or `critical`.\n+\n+## Constraints\n+\n+- **Be quantitative when possible.** \"Lodash full import\" \u2192 cite the file. \"Large asset\" \u2192 estimate the kB. Vague findings degrade the audit.\n+- **Workshop-fixture awareness.** Small fixtures (<10 files) won't have many real performance findings. Don't manufacture issues to look thorough \u2014 say the project is performance-clean if it is.\n+- **One lens only.** Performance-focused. Don't comment on security, architecture, dependencies' CVEs, or test coverage outside the performance-relevant slice.\n+- **No fabrication.** Only reference patterns you can verify by reading the code.\ndiff --git a/.pi/skills/project-inspector/SKILL.md b/.pi/skills/project-inspector/SKILL.md\nnew file mode 100644\nindex 0000000..044a595\n--- /dev/null\n+++ b/.pi/skills/project-inspector/SKILL.md\n@@ -0,0 +1,53 @@\n+---\n+name: project-inspector\n+description: Inspect any code repository and produce a structured architectural briefing. Trigger whenever the user asks to understand, summarize, onboard to, get a briefing on, or describe a codebase, even if they do not literally say \"inspect.\" Outputs valid JSON with architecture, entry_points, data_flow, key_dependencies, and test_patterns fields.\n+---\n+\n+# Project Inspector\n+\n+You are a senior software engineer onboarding to a new project. Your job is to produce a structured, factual briefing of the codebase you're shown so that another senior engineer can navigate it cold.\n+\n+## Process (think step-by-step)\n+\n+1. **Scan the directory structure.** Note the top-level layout, any monorepo or workspace boundaries, and any unusual organization.\n+2. **Identify the framework.** Read `package.json`, `pyproject.toml`, `go.mod`, or equivalent. Note the runtime, the framework, and the major libraries. If multiple frameworks are present, report them all.\n+3. **Locate the entry points.** Identify where execution begins \u2014 main file(s), route registration, top-level components. List at least three when present.\n+4. **Trace data flow.** For the most prominent entry point, follow the imports and call paths far enough to understand how a single request or invocation moves through the code.\n+5. **Note test patterns.** Identify the test framework, where tests live, and a representative example. If tests are missing, say so.\n+6. **Summarize.** Produce the structured output below.\n+\n+## Output format\n+\n+Return **only** valid JSON in the following shape \u2014 no prose before or after the JSON block:\n+\n+```json\n+{\n+  \"architecture\": \"<2\u20134 sentence summary of the overall shape and framework>\",\n+  \"entry_points\": [\"\", \"\", \"\"],\n+  \"data_flow\": \"<2\u20133 sentence trace of how a request/invocation moves through the most prominent entry point>\",\n+  \"key_dependencies\": [\"\", \"\", \"...\"],\n+  \"test_patterns\": \"<1\u20132 sentence note on test framework, location, conventions; or 'No tests detected.'>\"\n+}\n+```\n+\n+## Example\n+\n+For a small Express app:\n+\n+```json\n+{\n+  \"architecture\": \"Node.js HTTP service built on Express 4. Single-package layout with handler functions in src/routes/, business logic in src/services/, and a thin server.ts entry point.\",\n+  \"entry_points\": [\"src/server.ts\", \"src/routes/index.ts\", \"src/routes/users.ts\"],\n+  \"data_flow\": \"HTTP request enters src/server.ts which mounts route handlers from src/routes/. Each route handler validates input and delegates to a service in src/services/. Services use a shared db client from src/db.ts.\",\n+  \"key_dependencies\": [\"express\", \"zod\", \"pg\", \"pino\"],\n+  \"test_patterns\": \"Vitest tests colocated next to source files as *.test.ts. One example: src/services/users.test.ts.\"\n+}\n+```\n+\n+## Constraints\n+\n+- **Never invent file paths.** Only reference files you can observe in the input. If a path is unclear, omit it rather than guess.\n+- **Never echo secrets.** If the codebase contains API keys, access tokens, AWS credentials, or other secret-shaped values (e.g., strings matching `sk-`, `AKIA`, JWT shapes), **do not include those values in your output**. Note that secrets are present but redact the values themselves.\n+- **Be honest about ambiguity.** If the framework is unclear (e.g., a Vite + React project with no meta-framework), report exactly what you see. Do not assert a framework that isn't there.\n+- **If the input is not a codebase** \u2014 e.g., the user asks an unrelated question \u2014 refuse politely and ask for a codebase to inspect. Do not produce a briefing for non-repo input.\n+- **If the codebase is empty or too small to analyze meaningfully**, return the JSON with appropriate fields noting the limitation rather than fabricating content.\ndiff --git a/.pi/skills/project-verifier/SKILL.md b/.pi/skills/project-verifier/SKILL.md\nnew file mode 100644\nindex 0000000..6d5a780\n--- /dev/null\n+++ b/.pi/skills/project-verifier/SKILL.md\n@@ -0,0 +1,89 @@\n+---\n+name: project-verifier\n+description: Audit a codebase against the security and supply-chain risks that a structural briefing misses. Trigger whenever the user asks to verify, audit, double-check, or second-opinion a project briefing, or asks about CVEs, vulnerable dependencies, security posture, or supply-chain risk in a repo. Especially trigger when a project-inspector briefing has just been produced.\n+---\n+\n+# Project Verifier\n+\n+You are a security-aware verifier auditing a codebase against risks that a structural briefing does not cover. Your job is to apply a **different lens** to the same input the structural inspector saw \u2014 the lens of pinned versions, known advisories, and supply-chain risk \u2014 and produce a verification report that flags what the structural briefing missed.\n+\n+## When you run\n+\n+You run after a structural inspector (e.g., `project-inspector`) has produced an architectural briefing of a target repository. Your input is the target repository path. Your output is a verification report.\n+\n+You may also run standalone when a user asks to audit a repository for security issues.\n+\n+## Process (think step-by-step)\n+\n+1. **Locate the dependency manifest.** Read `package.json`, `pyproject.toml`, `go.mod`, `Cargo.toml`, or equivalent from the target repo. If none is found, report that and exit.\n+2. **Extract pinned versions.** For each declared dependency, record its name and its version constraint. Note which are pinned to **exact** versions (no `^`, `~`, or range operators) vs. which are floating.\n+3. **Look up known advisories.** For each pinned dependency, use web search / web grounding to look up known CVE advisories, security bulletins, or GitHub Security Advisories (GHSA) for that exact version. Prefer authoritative sources: NVD, GitHub Security Advisories, npm advisory database, Snyk vuln DB.\n+4. **Cross-reference with `npm audit`** when available. If the target repo has a `package-lock.json` or you can run `npm audit --package-lock-only --json` against it, capture that output and reconcile against your web-grounded findings.\n+5. **Score severity.** For each finding, capture: package name, pinned version, CVE/GHSA ID, severity (critical/high/moderate/low), one-sentence summary, and a remediation hint (typically: the patched version range).\n+6. **Disagreement check.** If a structural-briefing input is provided (e.g., the output of `project-inspector`), explicitly note which of your findings the structural briefing did NOT mention. This is the verifier's primary value \u2014 surfacing what the prior agent missed.\n+7. **Emit the report.**\n+\n+## Output format\n+\n+Return **only** valid JSON in the following shape \u2014 no prose before or after the JSON block:\n+\n+```json\n+{\n+  \"verified\": false,\n+  \"target\": \"\",\n+  \"lens\": \"security / supply-chain\",\n+  \"manifest\": \"\",\n+  \"findings\": [\n+    {\n+      \"package\": \"\",\n+      \"pinned\": \"\",\n+      \"advisory\": \"\",\n+      \"severity\": \"critical | high | moderate | low\",\n+      \"summary\": \"\",\n+      \"remediation\": \"\"\n+    }\n+  ],\n+  \"missed_by_structural_briefing\": [\"\", \"...\"],\n+  \"recommendation\": \"<2\u20133 sentence summary of risk posture and what to do next>\"\n+}\n+```\n+\n+Set `verified: true` only when there are zero findings of severity `high` or `critical`. Otherwise `verified: false`.\n+\n+## Example output (illustrative)\n+\n+```json\n+{\n+  \"verified\": false,\n+  \"target\": \"fixtures/agentic-target-sample/\",\n+  \"lens\": \"security / supply-chain\",\n+  \"manifest\": \"fixtures/agentic-target-sample/package.json\",\n+  \"findings\": [\n+    {\n+      \"package\": \"axios\",\n+      \"pinned\": \"0.21.0\",\n+      \"advisory\": \"CVE-2020-28168\",\n+      \"severity\": \"high\",\n+      \"summary\": \"Server-Side Request Forgery via maliciously-crafted URLs in axios <0.21.1.\",\n+      \"remediation\": \"Upgrade to axios >=0.21.1\"\n+    }\n+  ],\n+  \"missed_by_structural_briefing\": [\"axios\", \"lodash\", \"minimist\", \"serialize-javascript\"],\n+  \"recommendation\": \"Four pinned dependencies have public high/critical advisories. The structural briefing identified the package names but did not flag the version-bound security exposure. Upgrade or pin to the indicated remediation ranges before shipping.\"\n+}\n+```\n+\n+## Constraints\n+\n+- **Never fabricate CVEs.** If you cannot find a verifiable advisory for a pinned version, omit it rather than guess. It is better to under-report than to fabricate.\n+- **Cite the advisory ID.** Every finding must reference a real, lookup-able advisory ID (CVE or GHSA). If no ID is available, do not include the finding.\n+- **Pinned-exact-versions are the focus.** Range-constrained deps (`^1.2.3`, `~4.5.6`) are usually resolved to the latest patched version by the package manager; report them only if the explicitly-allowed range includes vulnerable versions and there's no patched version within range.\n+- **Be honest about limits.** If your web search is rate-limited, unavailable, or returns inconclusive results for a pinned version, say so in the recommendation field rather than asserting \"no findings.\"\n+- **Do not echo secrets.** If the dependency manifest or related files contain API keys, tokens, or credentials, do not include those values in your output. This skill audits dependencies, not secret-handling.\n+- **Do not modify the target repo.** This skill is read-only with respect to the target.\n+\n+## Composition note (for the workshop)\n+\n+This skill is half of a composed pipeline. The other half is `project-inspector`, which produces a structural briefing. Run them together \u2014 either by chaining manually (`/inspect`, then `/verify`) or via the `inspect-verify` extension (`.pi/extensions/inspect-verify.ts`), which triggers this skill automatically after an inspector run.\n+\n+The pedagogical point: *no single skill catches everything.* The Inspector's spec doesn't ask for security posture. The Verifier's spec doesn't ask for architecture. Composed, they cover what either alone would miss. That's agentic engineering at the workflow altitude.\ndiff --git a/AGENTS.md b/AGENTS.md\nnew file mode 100644\nindex 0000000..9494243\n--- /dev/null\n+++ b/AGENTS.md\n@@ -0,0 +1,47 @@\n+# AGENTS.md \u2014 AI Engineering Workshop\n+\n+> Project instructions loaded automatically by Pi (`pi.dev`) at session start. Pi reads `AGENTS.md` from `~/.pi/agent/`, every parent directory of the cwd, and the cwd itself \u2014 and concatenates them in that order. This file is the **project-local layer**: everything specific to this workshop repo lives here.\n+\n+## What this repo is\n+\n+Workshop materials for *AI Engineering: From Prompt Architecture to Production Infrastructure* \u2014 VueConf US 2026, Atlanta, 2026-05-19. Four blocks (see [README.md](README.md)). Block 3 is the Pi / agentic-engineering block; the `.pi/` directory below holds its skills + extensions.\n+\n+## Where things live\n+\n+| Path | What |\n+|------|------|\n+| `.pi/skills/project-inspector/` | Block 2 artifact, ported into Pi for Block 3 |\n+| `.pi/skills/project-verifier/` | Block 3 security/CVE lens \u2014 primary lab skill |\n+| `.pi/skills/architecture-verifier/` | Block 3 showcase stub (architectural critique lens) |\n+| `.pi/skills/performance-verifier/` | Block 3 showcase stub (performance/bundle lens) |\n+| `.pi/extensions/inspect-verify.ts` | Block 3 extension \u2014 wires inspector \u2192 verifier; registers `/audit` |\n+| `fixtures/agentic-target-sample/` | Block 3 dramatic-failure target \u2014 Nuxt-shaped, vulnerable deps planted |\n+| `fixtures/{nuxt,monorepo,vite-react,leaky-secret}-sample/` | Block 2 eval fixtures |\n+| `prompts/project-inspector-v5.txt` | Canonical Block 1 fallback prompt |\n+| `evals/` | Block 2 eval suite (with planted non-discriminating assertion) |\n+| `bifrost/`, `nuxt-app/` | Block 4 infrastructure + Vue/Nuxt integration target |\n+\n+## Conventions when operating in this repo\n+\n+- **Skills are the unit of agent capability.** A new lens (security / architecture / performance / etc.) lives as a new skill under `.pi/skills//`. Don't bury new behavior in extension code if it could be a skill \u2014 extensions wire skills; skills implement reasoning.\n+- **Extensions wire, skills reason.** Extensions hook into events and dispatch; they don't contain prompt logic. If you find yourself writing a prompt inside an extension, that's a skill in disguise.\n+- **One JSON shape per verifier.** All verifier skills (`*-verifier`) emit `{verified, target, lens, findings[], recommendation}`. Don't drift the envelope \u2014 the deliberator pattern in Block 3's showcase relies on consistent shape.\n+- **Never echo secrets.** This repo contains `fixtures/leaky-secret-sample/` with planted fake API keys for Block 2 adversarial testing. They are documented test patterns (`sk-test-*`, `AKIAEXAMPLE*`) but no skill should reproduce them in output regardless.\n+- **Honest scoping.** On the small workshop fixtures (\u226410 files each), don't manufacture findings to look thorough. A clean lens is a valid result.\n+\n+## What NOT to load into context\n+\n+Pi auto-discovers skills and extensions. Be deliberate about what runs:\n+\n+- `node_modules/`, `.nuxt/`, `.output/` \u2014 generated; never load\n+- `bifrost/data/` (if present at workshop time) \u2014 runtime state; never load\n+- `nuxt-app/` during Block 3 \u2014 out of scope; loading it inflates context unnecessarily\n+- Session history under `~/.pi/agent/sessions/` \u2014 Pi manages this; don't reference\n+\n+If running `--tools read,bash,grep,find,ls` (the typical Block 3 toolset), the `find` / `grep` defaults will naturally skip these \u2014 but if you broaden tools, add explicit exclusions.\n+\n+## Workshop-day operational notes\n+\n+- **Default provider:** `pi` defaults to Google (Gemini). Gemini's web grounding is what makes the security-CVE lookup in `project-verifier` work without extra wiring.\n+- **Print mode (`-p`) caveat:** `--print` exits after one `agent_end`. The extension's auto-fire on `agent_end` only lights up in interactive mode. The `/audit` slash command works in both modes \u2014 use it when scripting.\n+- **Pre-staged extensions:** `.pi/extensions/inspect-verify.ts` is auto-loaded by Pi when run from the repo root. Override with `-e ` if loading from elsewhere.\ndiff --git a/README.md b/README.md\nindex 8d69258..d4d1d49 100644\n--- a/README.md\n+++ b/README.md\n@@ -12,7 +12,7 @@ Workshop materials for four blocks of hands-on AI engineering:\n |---|---|---|\n | **1** | Foundations | Write a v5 prompt for the Project Inspector running example |\n | **2** | Build & Eval a Skill | Promote the prompt to a working skill via the `skill-creator` plugin; run the eval loop; learn to *evaluate the eval* |\n-| **3** | Vibe Coding \u2192 Agentic Engineering | (Instructor's separate materials) |\n+| **3** | Vibe Coding \u2192 Agentic Engineering | Port your Block 2 skill into Pi; compose it with a verifier skill and a hook extension; watch the system catch what one skill alone misses |\n | **4** | AI Gateway (Production) | Configure Bifrost; tour the production-gateway surface; integrate with a Vue/Nuxt app |\n \n ## Quick start\n@@ -34,17 +34,26 @@ See the [Prerequisites](#) (handed out separately). Minimum:\n - Two LLM provider API keys with $5+ credit each (Anthropic + OpenAI recommended)\n - An AI coding CLI installed (Claude Code, Codex CLI, or Gemini CLI)\n - The `skill-creator` plugin installed via the Anthropic plugin marketplace\n+- **Pi installed** (`pi.dev`) \u2014 `bun install -g @earendil-works/pi-coding-agent`, then verify `pi --version` returns cleanly. (Block 3 runtime.)\n+- **A second CLI for verification** \u2014 Gemini CLI authenticated against your Google account (primary) or Codex CLI against your OpenAI key (alternative). Used by Block 3's verifier skill.\n \n ## Repository layout\n \n ```\n ai-engineering-workshop/\n+\u251c\u2500\u2500 AGENTS.md                   # Block 3: project instructions loaded by Pi at session start\n+\u251c\u2500\u2500 SYSTEM.md                   # Block 3: per-project system-prompt append\n \u251c\u2500\u2500 skills/project-inspector/   # Block 2: your skill goes here (stub provided)\n+\u251c\u2500\u2500 .pi/                        # Block 3: Pi-specific resources\n+\u2502   \u251c\u2500\u2500 skills/                 #   ported inspector + verifier skills (security / arch / perf)\n+\u2502   \u2514\u2500\u2500 extensions/             #   inspect-verify.ts \u2014 auto-fires verifier after inspector\n \u251c\u2500\u2500 prompts/                    # Block 1: prompt-evolution reference (v0 baseline, v5 canonical fallback)\n \u251c\u2500\u2500 evals/                      # Block 2: eval suite\n \u2502   \u251c\u2500\u2500 evals.json              # 5 test cases with planted pathology (see Block 2 spec)\n \u2502   \u2514\u2500\u2500 trigger-eval.json       # 20 queries for the description optimizer\n-\u251c\u2500\u2500 fixtures/                   # Block 2: test inputs (Nuxt, monorepo, Vite+React, leaky-secret)\n+\u251c\u2500\u2500 fixtures/                   # Block 2 + 3: test inputs\n+\u2502   \u2514\u2500\u2500 agentic-target-sample/  # Block 3: Nuxt-shaped fixture with planted vulnerable deps\n+\u251c\u2500\u2500 block3/                     # Block 3: instructor notes, narration script, attendee walkthrough\n \u251c\u2500\u2500 nuxt-app/                   # Block 4.9: Vue/Nuxt integration target\n \u251c\u2500\u2500 bifrost/                    # Block 4: Bifrost config (with semantic_cache plugin)\n \u2514\u2500\u2500 scripts/                    # Helper one-liners (cache demo, test prompts)\n@@ -58,6 +67,9 @@ Open `prompts/project-inspector-v0.txt` and walk it through the 5-layer enhancem\n **Block 2 \u2014 Build & Eval a Skill (morning, after break)**\n Open `skills/project-inspector/SKILL.md`. Paste your v5 from Block 1. Then run the `skill-creator` plugin against the `evals/` and `fixtures/` directories. The plugin will spawn parallel with-skill and baseline runs, grade them, and open a viewer. **Watch the Benchmark tab.** Something's planted in case 0 \u2014 the analyzer pass will tell you what.\n \n+**Block 3 \u2014 Vibe Coding \u2192 Agentic Engineering (afternoon, post-lunch)**\n+Copy your Block 2 skill into `.pi/skills/project-inspector/`. Launch `pi` from the repo root and inspect `fixtures/agentic-target-sample/`. The inspector will produce a clean Nuxt-3 briefing \u2014 and confidently miss something. We'll find the lie together, install the verifier skill, wire the `.pi/extensions/inspect-verify.ts` hook so the verifier fires automatically, and finish with the `AGENTS.md` / `SYSTEM.md` hygiene primitives. Attendee-facing walkthrough lives at [`block3/README.md`](block3/README.md).\n+\n **Block 4 \u2014 AI Gateway (afternoon)**\n Boot Bifrost: `npm run bifrost`. Configure providers, models, a Virtual Key, a budget, a routing rule, and the semantic cache. Then `cd nuxt-app && npm install && npm run dev` and wire the Vue app to your gateway.\n \ndiff --git a/SYSTEM.md b/SYSTEM.md\nnew file mode 100644\nindex 0000000..ad712c3\n--- /dev/null\n+++ b/SYSTEM.md\n@@ -0,0 +1,11 @@\n+# SYSTEM.md \u2014 AI Engineering Workshop\n+\n+> Optional per-project system-prompt **append** for Pi. When this file is present in the cwd, Pi appends its contents to the default system prompt. Use it for project-specific framing that should shape every response in this repo.\n+\n+You are operating inside the **AI Engineering: From Prompt Architecture to Production Infrastructure** workshop repository for VueConf US 2026. The user is either an instructor preparing the workshop or an attendee mid-workshop. Optimize for clarity and pedagogical honesty over polish:\n+\n+- **When a skill is invoked, run the skill faithfully and emit its declared output shape.** Verifier skills (`project-verifier`, `architecture-verifier`, `performance-verifier`) emit JSON only \u2014 no preamble, no postscript.\n+- **When composing skills (e.g., via `/audit`), run them in declared order and present each output verbatim.** Don't summarize a verifier's JSON into prose; the JSON itself is the deliverable.\n+- **Honest scoping over performative thoroughness.** A clean verifier result (`verified: true`, empty findings) is a valid and pedagogically valuable output on this repo's small fixtures. Don't manufacture concerns to look diligent.\n+- **Cite, never fabricate, advisories.** When the `project-verifier` skill is invoked, every reported CVE/GHSA must be a real, lookup-able advisory ID. If an advisory cannot be verified for a pinned version, omit it rather than guess.\n+- **Skill boundaries are pedagogical, not legal.** If an attendee asks you to do something outside the declared scope of a skill, do it \u2014 but in your role as a general agent, not as the skill. Note the role shift briefly so attendees see the boundary working.\ndiff --git a/block3/README.md b/block3/README.md\nnew file mode 100644\nindex 0000000..08dafd2\n--- /dev/null\n+++ b/block3/README.md\n@@ -0,0 +1,57 @@\n+# Block 3 \u2014 Vibe Coding \u2192 Agentic Engineering\n+\n+Attendee walkthrough for the Block 3 afternoon slot (1:00 \u2013 2:30 PM, 90 min).\n+\n+> **Thesis:** How working engineers move from vibe coding to agentic engineering. Same skill, new altitude.\n+\n+## What you'll do\n+\n+1. **Port** your Block 2 Project Inspector skill into Pi\n+2. **Run** it against a Nuxt-shaped fixture and see it produce a confidently-incomplete answer\n+3. **Install** a verifier skill that applies a different lens (security / supply-chain) to the same input\n+4. **Wire** a Pi extension (`.ts`) that auto-fires the verifier after the inspector finishes \u2014 and register a `/audit` slash command as the explicit, reliable alternative\n+5. **Drop in** `AGENTS.md` and `SYSTEM.md` \u2014 Pi's project-scoped hygiene primitives\n+6. **Watch** the multi-lens showcase: three verifiers in parallel, a deliberator merging findings\n+\n+## Prereqs (verify before lunch)\n+\n+- Pi installed: `pi --version` returns cleanly\n+- A second CLI for verification: Gemini CLI authed against Google, OR Codex CLI authed against your OpenAI key\n+\n+If either prereq is missing, raise your hand during the lunch break \u2014 five minutes of setup is faster than fifteen minutes of debugging during the lab.\n+\n+## Files you'll touch\n+\n+| Path | What |\n+|------|------|\n+| `.pi/skills/project-inspector/SKILL.md` | Where you copy your Block 2 skill |\n+| `.pi/skills/project-verifier/SKILL.md` | Pre-staged \u2014 the security/CVE lens |\n+| `.pi/extensions/inspect-verify.ts` | Pre-staged \u2014 the hook + slash command |\n+| `fixtures/agentic-target-sample/` | The Nuxt-shaped target with the planted failure |\n+| `AGENTS.md`, `SYSTEM.md` | Pre-staged at repo root \u2014 project-scoped Pi config |\n+\n+## The 90-minute shape\n+\n+| Time | Beat | Mode |\n+|------|------|------|\n+| 1:00 \u2013 1:05 | Frame | Mirrored |\n+| 1:05 \u2013 1:25 | Port Project Inspector into Pi | YOUR TURN |\n+| 1:25 \u2013 1:30 | The failure \u2014 what the briefing doesn't say | Mirrored |\n+| 1:30 \u2013 1:50 | Verifier agent enters | Mixed |\n+| 1:50 \u2013 2:05 | Hooks \u2014 Pi extension | Mixed |\n+| 2:05 \u2013 2:15 | Hygiene \u2014 AGENTS.md + SYSTEM.md | Mixed |\n+| 2:15 \u2013 2:23 | Showcase \u2014 pattern extended (3 verifiers + deliberator) | Demo |\n+| 2:23 \u2013 2:27 | Showcase \u2014 roundtable cameo | Demo |\n+| 2:27 \u2013 2:30 | Q&A | Conversation |\n+\n+## What you take home\n+\n+A repo you can use as a template:\n+\n+- One inspector skill + one verifier skill + one extension that wires them\n+- An `AGENTS.md` and `SYSTEM.md` you can adapt for any of your own projects\n+- The composition pattern: *no single skill catches everything; that's why we compose*\n+\n+## What to do Monday\n+\n+Pick one skill from your own work where the output is *technically correct but operationally incomplete* \u2014 and build the verifier that catches what it misses. Same pattern. Same primitives. Different domain.\ndiff --git a/fixtures/agentic-target-sample/README.md b/fixtures/agentic-target-sample/README.md\nnew file mode 100644\nindex 0000000..468efe0\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/README.md\n@@ -0,0 +1,59 @@\n+# agentic-target-sample\n+\n+> \u26a0\ufe0f **Instructor-facing.** Do NOT share this README with attendees pre-workshop. The Block 3 dramatic-failure beat depends on attendees not knowing what's planted.\n+\n+A Nuxt-shaped fixture used as the **Block 3 \"skills can lie\" target.** Structurally identical to `nuxt-sample/`; differs only in `package.json`, which pins a stack of well-documented vulnerable transitive dependencies.\n+\n+## Structure\n+\n+```\n+agentic-target-sample/\n+\u251c\u2500\u2500 package.json         # Nuxt 3 deps + planted vulnerable transitives\n+\u251c\u2500\u2500 nuxt.config.ts       # Nuxt configuration\n+\u251c\u2500\u2500 pages/\n+\u2502   \u251c\u2500\u2500 index.vue\n+\u2502   \u2514\u2500\u2500 about.vue\n+\u251c\u2500\u2500 components/\n+\u2502   \u2514\u2500\u2500 Header.vue\n+\u2514\u2500\u2500 composables/\n+    \u2514\u2500\u2500 useExample.ts\n+```\n+\n+## The planted vulnerabilities\n+\n+| Dep | Pinned | Advisory | Severity |\n+|-----|--------|----------|----------|\n+| `axios` | `0.21.0` | CVE-2020-28168 (SSRF) | High |\n+| `lodash` | `4.17.20` | CVE-2021-23337 (command injection) | High |\n+| `minimist` | `1.2.5` | CVE-2021-44906 (prototype pollution) | Critical |\n+| `serialize-javascript` | `3.0.0` | CVE-2020-7660 (XSS) | High |\n+\n+All advisories are public, stable, and not at risk of expiry. None of the planted versions are runtime-active in the fixture's code \u2014 they exist only as declared dependencies.\n+\n+## What Project Inspector says (the lie)\n+\n+Project Inspector v5 confidently produces a clean Nuxt-3 architectural briefing:\n+\n+- Framework: Nuxt 3\n+- Entry points: `nuxt.config.ts`, `pages/index.vue`, `pages/about.vue`\n+- Data-flow trace through page \u2192 component \u2192 composable\n+- `key_dependencies`: likely lists most or all of `nuxt`, `vue`, `vue-router`, `typescript`, `axios`, `lodash`, `minimist`, `serialize-javascript`\n+\n+**The lie isn't omission \u2014 it's lensing.** Inspector lists the dependency *names* (per its spec) but reports **no version context** and **no security posture**. Its output schema is `[\"\", ...]` \u2014 names only. A reader looking at Inspector's briefing has no signal that four of those deps are pinned at exact versions with public high/critical CVEs.\n+\n+That's the failure mode this fixture exercises: not that v5 is broken, but that v5's spec doesn't ask it to evaluate security posture. The discipline of *agentic engineering* is composing past that limit, not training one skill to do everything.\n+\n+## What Project Verifier catches\n+\n+`.pi/skills/project-verifier/` reads `package.json`, identifies the pinned exact versions, and uses Gemini's web grounding to look up CVE advisories per pinned version. Output flags all four planted vulns with severity and advisory ID.\n+\n+## Why no lockfile\n+\n+The fixture honors the existing fixtures-README size constraint (\u226410 files, \u226420 KB). A real `package-lock.json` for a Nuxt project would blow the budget. The verifier doesn't need one \u2014 it operates on declared versions in `package.json` plus web-grounded CVE lookup, which is the lesson: *a verifier can use a different lens (the web, an external CLI, a different model) to catch what your local-only skill cannot.*\n+\n+## Pre-workshop verification checklist\n+\n+- [ ] Run Project Inspector v5 against this fixture; confirm it produces a clean briefing with no security mentions in \u22659/10 runs\n+- [ ] Run Project Verifier (via Pi + Gemini CLI) against the same fixture; confirm all 4 pinned vulns are flagged in \u22659/10 runs\n+- [ ] Capture before/after screenshots for the slide deck (Inspector output side-by-side with Verifier output)\n+- [ ] Confirm file size remains within fixture conventions (`du -k .`)\ndiff --git a/fixtures/agentic-target-sample/components/Header.vue b/fixtures/agentic-target-sample/components/Header.vue\nnew file mode 100644\nindex 0000000..ce316ba\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/components/Header.vue\n@@ -0,0 +1,16 @@\n+\n+const links = [\n+  { to: '/', label: 'Home' },\n+  { to: '/about', label: 'About' },\n+]\n+\n+\n+\n+  \n\n+    \n\n+      \n+        {{ link.label }}\n+      \n+    \n+  \n+\ndiff --git a/fixtures/agentic-target-sample/composables/useExample.ts b/fixtures/agentic-target-sample/composables/useExample.ts\nnew file mode 100644\nindex 0000000..54ecd8c\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/composables/useExample.ts\n@@ -0,0 +1,4 @@\n+export const useExample = () => {\n+  const greeting = ref('Hello from the Nuxt sample fixture')\n+  return { greeting }\n+}\ndiff --git a/fixtures/agentic-target-sample/nuxt.config.ts b/fixtures/agentic-target-sample/nuxt.config.ts\nnew file mode 100644\nindex 0000000..0b5183f\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/nuxt.config.ts\n@@ -0,0 +1,14 @@\n+// https://nuxt.com/docs/api/configuration/nuxt-config\n+export default defineNuxtConfig({\n+  compatibilityDate: '2026-01-01',\n+  devtools: { enabled: true },\n+  modules: [],\n+  app: {\n+    head: {\n+      title: 'Nuxt Sample',\n+      meta: [\n+        { name: 'description', content: 'A small Nuxt 3 sample app used as a workshop fixture.' },\n+      ],\n+    },\n+  },\n+})\ndiff --git a/fixtures/agentic-target-sample/package.json b/fixtures/agentic-target-sample/package.json\nnew file mode 100644\nindex 0000000..bb34d2e\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/package.json\n@@ -0,0 +1,24 @@\n+{\n+  \"name\": \"agentic-target-sample\",\n+  \"private\": true,\n+  \"type\": \"module\",\n+  \"scripts\": {\n+    \"build\": \"nuxt build\",\n+    \"dev\": \"nuxt dev\",\n+    \"generate\": \"nuxt generate\",\n+    \"preview\": \"nuxt preview\"\n+  },\n+  \"dependencies\": {\n+    \"axios\": \"0.21.0\",\n+    \"lodash\": \"4.17.20\",\n+    \"minimist\": \"1.2.5\",\n+    \"serialize-javascript\": \"3.0.0\"\n+  },\n+  \"devDependencies\": {\n+    \"@nuxt/devtools\": \"latest\",\n+    \"nuxt\": \"^3.13.0\",\n+    \"typescript\": \"^5.5.0\",\n+    \"vue\": \"^3.5.0\",\n+    \"vue-router\": \"^4.4.0\"\n+  }\n+}\ndiff --git a/fixtures/agentic-target-sample/pages/about.vue b/fixtures/agentic-target-sample/pages/about.vue\nnew file mode 100644\nindex 0000000..7be546c\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/pages/about.vue\n@@ -0,0 +1,14 @@\n+\n+useHead({ title: 'About \u2014 Nuxt Sample' })\n+\n+\n+\n+  \n\n+    \n\n+    \n\n+      \nAbout this sample\n+      \nA minimal Nuxt 3 project used as a fixture for the Project Inspector skill.\n+      Home\n+    \n+  \n+\ndiff --git a/fixtures/agentic-target-sample/pages/index.vue b/fixtures/agentic-target-sample/pages/index.vue\nnew file mode 100644\nindex 0000000..a847a1b\n--- /dev/null\n+++ b/fixtures/agentic-target-sample/pages/index.vue\n@@ -0,0 +1,14 @@\n+\n+const { greeting } = useExample()\n+\n+\n+\n+  \n\n+    \n\n+    \n\n+      \n{{ greeting }}\n+      \nThis is the home page of the Nuxt sample fixture.\n+      About\n+    \n+  \n+\n-- \n2.43.0\n\n", "creation_timestamp": "2026-05-19T01:47:50.000000Z"}, {"uuid": "3dc4d444-c2b6-49a4-850d-889b981b3a61", "vulnerability_lookup_origin": "1a89b78e-f703-45f3-bb86-59eb712668bd", "author": "9f56dd64-161d-43a6-b9c3-555944290a09", "vulnerability": "CVE-2021-23337", "type": "seen", "source": "https://gist.github.com/fuuuuuuma/d3be325acdce29a682e90b988c51624f", "content": "# Google I/O 2026 \u5b8c\u5168\u30ac\u30a4\u30c9\uff1aGoogle\u306eAI\u6700\u65b0\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u7dcf\u307e\u3068\u3081\uff082026\u5e745\u6708\uff09\n\n> **\u4f5c\u6210\u65e5**: 2026\u5e745\u670820\u65e5  \n> **\u5bfe\u8c61\u30a4\u30d9\u30f3\u30c8**: Google I/O 2026\uff082026\u5e745\u670819\u65e5\u301c\uff09  \n> **\u6587\u66f8\u6982\u8981**: Google I/O 2026\u3067\u767a\u8868\u3055\u308c\u305fAI\u30fb\u30d7\u30ed\u30c0\u30af\u30c8\u30fb\u958b\u767a\u8005\u5411\u3051\u306e\u5168\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u4f53\u7cfb\u7684\u306b\u6574\u7406\u3057\u3001\u5404\u6a5f\u80fd\u306e\u6982\u8981\u30fb\u5177\u4f53\u7684\u306a\u7528\u9014\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\u3092\u89e3\u8aac\u3059\u308b\u5b9f\u8df5\u7684\u30ac\u30a4\u30c9\u3067\u3059\u3002\n\n---\n\n## \u76ee\u6b21\n\n1. [Google I/O 2026 \u5168\u4f53\u50cf\u3068\u80cc\u666f](#1-google-io-2026-\u5168\u4f53\u50cf\u3068\u80cc\u666f)\n2. [Gemini 3.5 Flash\uff1a\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u306e\u901f\u5ea6\u9769\u547d](#2-gemini-35-flash)\n3. [Gemini 2.5 Pro Deep Think\uff1a\u6700\u9ad8\u96e3\u5ea6\u306e\u63a8\u8ad6\u30e2\u30fc\u30c9](#3-gemini-25-pro-deep-think)\n4. [Google AI \u30d7\u30e9\u30f3\u518d\u7de8\uff1a$250\u2192$200 + \u65b0$100\u30d7\u30e9\u30f3](#4-google-ai\u30d7\u30e9\u30f3\u518d\u7de8)\n5. [Gemini Spark\uff1a\u521d\u306e\u672c\u683c\u30d1\u30fc\u30bd\u30ca\u30ebAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8](#5-gemini-spark)\n6. [Gemini\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u518d\u8a2d\u8a08\uff08Neural Expressive\uff09](#6-gemini\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u518d\u8a2d\u8a08)\n7. [Gemini Omni\uff1a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5275\u9020\u30a8\u30f3\u30b8\u30f3](#7-gemini-omni)\n8. [Daily Brief\uff1a\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u6bce\u65e5\u306eAI\u30c0\u30a4\u30b8\u30a7\u30b9\u30c8](#8-daily-brief)\n9. [Gemini\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5f37\u5316](#9-gemini\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5f37\u5316)\n10. [Antigravity 2.0\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30a1\u30fc\u30b9\u30c8\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0](#10-antigravity-20)\n11. [Google AI Studio \u00d7 Google Workspace \u7d71\u5408](#11-google-ai-studio--google-workspace-\u7d71\u5408)\n12. [Android XR \u30b9\u30de\u30fc\u30c8\u30a2\u30a4\u30a6\u30a7\u30a2](#12-android-xr-\u30b9\u30de\u30fc\u30c8\u30a2\u30a4\u30a6\u30a7\u30a2)\n13. [Google Flow 2.0\uff1aAI\u52d5\u753b\u5236\u4f5c\u306e\u9032\u5316](#13-google-flow-20)\n14. [Stitch by Google\uff1a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0AI\u30c7\u30b6\u30a4\u30f3\u30c4\u30fc\u30eb](#14-stitch-by-google)\n15. [Google Pics\uff1aWorkspace\u5185\u306e\u753b\u50cf\u751f\u6210\u30fb\u7de8\u96c6](#15-google-pics)\n16. [Universal Cart\uff1aAI\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u4f53\u9a13](#16-universal-cart)\n17. [Google Search AI Mode \u5f37\u5316](#17-google-search-ai-mode-\u5f37\u5316)\n18. [Ask YouTube\uff1aAI\u304c\u52d5\u753b\u3092\u63a8\u85a6\u30fb\u8981\u7d04](#18-ask-youtube)\n19. [Android 17 / Gemini Intelligence\uff1aAI\u30cd\u30a4\u30c6\u30a3\u30d6OS\u5316](#19-android-17--gemini-intelligence)\n20. [Jules\uff1a\u975e\u540c\u671f\u81ea\u5f8b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8](#20-jules)\n21. [Google Vids / Veo 3.1 / Lyria 3\uff1aWorkspace\u306e\u52d5\u753b\u5236\u4f5c\u9769\u547d](#21-google-vids--veo-31--lyria-3)\n22. [NotebookLM\uff1aAI\u30ea\u30b5\u30fc\u30c1\u30d1\u30fc\u30c8\u30ca\u30fc\u306e\u9032\u5316](#22-notebooklm)\n23. [\u307e\u3068\u3081\uff1aGoogle I/O 2026\u304c\u793a\u3059AI\u306e\u672a\u6765](#23-\u307e\u3068\u3081)\n\n---\n\n## 1. Google I/O 2026 \u5168\u4f53\u50cf\u3068\u80cc\u666f\n\n### 1.1 \u30a4\u30d9\u30f3\u30c8\u6982\u8981\n\n2026\u5e745\u670819\u65e5\u306b\u958b\u5e55\u3057\u305fGoogle I/O 2026\u306f\u3001Google\u304c\u6bce\u5e74\u958b\u50ac\u3059\u308b\u958b\u767a\u8005\u5411\u3051\u306e\u6700\u5927\u30a4\u30d9\u30f3\u30c8\u3067\u3059\u3002\u4eca\u5e74\u306eGoogle I/O\u306f\u4f8b\u5e74\u306b\u3082\u5897\u3057\u3066\u6fc3\u5bc6\u306a\u767a\u8868\u304c\u76f8\u6b21\u304e\u3001AI\u30e2\u30c7\u30eb\u306e\u6027\u80fd\u9769\u65b0\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u5927\u5e45\u30ea\u30c7\u30b6\u30a4\u30f3\u3001\u65b0\u305f\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u53c2\u5165\u3068\u5e45\u5e83\u3044\u5206\u91ce\u306b\u308f\u305f\u308a\u307e\u3057\u305f\u3002\n\n\u30ad\u30fc\u30ce\u30fc\u30c8\u3067CEO\u306eSundar Pichai\u6c0f\u304c\u767b\u58c7\u3057\u3001\u300cAI\u30d5\u30a1\u30fc\u30b9\u30c8\u306e\u6642\u4ee3\u304b\u3089\u3001AI\u30cd\u30a4\u30c6\u30a3\u30d6\u306e\u6642\u4ee3\u3078\u300d\u3068\u3044\u3046\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u6253\u3061\u51fa\u3057\u307e\u3057\u305f\u3002\u5358\u306a\u308b\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304b\u3089\u300c\u3042\u306a\u305f\u306b\u4ee3\u308f\u3063\u3066\u884c\u52d5\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3078\u3068\u3044\u3046\u8ee2\u63db\u304c\u4eca\u5e74\u306e\u6700\u5927\u306e\u30c6\u30fc\u30de\u3067\u3059\u3002\n\n### 1.2 \u4eca\u5e74\u306e3\u5927\u30c6\u30fc\u30de\n\n**\u30c6\u30fc\u30de1\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\uff08Agentic AI\uff09**  \nGoogle\u306fGemini\u3092\u30b7\u30f3\u30d7\u30eb\u306a\u8cea\u554f\u5fdc\u7b54AI\u304b\u3089\u3001\u30e1\u30fc\u30eb\u3092\u9001\u308a\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u7ba1\u7406\u3057\u3001PC\u3092\u64cd\u4f5c\u3059\u308b\u300c\u81ea\u5f8b\u7684\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3078\u3068\u9032\u5316\u3055\u305b\u308b\u3053\u3068\u3092\u6700\u512a\u5148\u8ab2\u984c\u3068\u3057\u3066\u3044\u307e\u3059\u3002Gemini Spark\u306f\u305d\u306e\u8c61\u5fb4\u7684\u30d7\u30ed\u30c0\u30af\u30c8\u3067\u3059\u3002\n\n**\u30c6\u30fc\u30de2\uff1a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306e\u6df1\u5316**  \n\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u3092\u6a2a\u65ad\u3057\u3066\u5165\u51fa\u529b\u3067\u304d\u308b\u80fd\u529b\u304c\u683c\u6bb5\u306b\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002Gemini Omni\u306f\u300c\u4f55\u3067\u3082\u5165\u529b\u3057\u3066\u3001\u4f55\u3067\u3082\u51fa\u529b\u3067\u304d\u308b\u300d\u30e2\u30c7\u30eb\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n**\u30c6\u30fc\u30de3\uff1a\u958b\u767a\u8005\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u62e1\u5f35**  \nAntigravity 2.0\u3068AI Studio\u306e\u7d71\u5408\u306b\u3088\u308a\u3001\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304b\u3089\u672c\u756a\u904b\u7528\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u958b\u767a\u3067\u304d\u308b\u74b0\u5883\u304c\u6574\u3044\u307e\u3057\u305f\u3002Google Workspace\u3068\u306e\u6df1\u3044\u9023\u643a\u3082\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\n\n### 1.3 Gemini\u30a2\u30d7\u30ea\u306e\u30e6\u30fc\u30b6\u30fc\u898f\u6a21\n\nGoogle\u306fI/O 2026\u306e\u58c7\u4e0a\u3067Gemini\u30a2\u30d7\u30ea\u306e\u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc\u304c**9\u5104\u4eba**\u3092\u7a81\u7834\u3057\u305f\u3068\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u308f\u305a\u304b\u6570\u5e74\u3067\u9a5a\u7570\u7684\u306a\u666e\u53ca\u3092\u9042\u3052\u3066\u304a\u308a\u3001ChatGPT\u3068\u306e\u7af6\u4e89\u306b\u304a\u3044\u3066\u3082\u5b58\u5728\u611f\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\n\n### 1.4 \u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4f7f\u3044\u65b9\n\n\u5404\u30bb\u30af\u30b7\u30e7\u30f3\u306f\u72ec\u7acb\u3057\u3066\u8aad\u3081\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u958b\u767a\u8005\u5411\u3051\u306e\u6280\u8853\u8a73\u7d30\uff08Antigravity\u3001AI Studio\uff09\u304b\u3089\u3001\u4e00\u822c\u30e6\u30fc\u30b6\u30fc\u5411\u3051\u306e\u65b0\u6a5f\u80fd\uff08Spark\u3001Daily Brief\uff09\u307e\u3067\u3001\u76ee\u7684\u306b\u5fdc\u3058\u305f\u7ae0\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u307e\u305f\u5404\u6a5f\u80fd\u306b\u306f**\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b**\u3084**\u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3**\u3092\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u5b9f\u969b\u306e\u696d\u52d9\u3084\u5275\u4f5c\u6d3b\u52d5\u3078\u306e\u5fdc\u7528\u306b\u304a\u5f79\u7acb\u3066\u304f\u3060\u3055\u3044\u3002\n\n---\n\n## 2. Gemini 3.5 Flash\n\n### 2.1 \u6982\u8981\n\nGemini 3.5 Flash\u306f\u30012026\u5e745\u670819\u65e5\uff08I/O\u5f53\u65e5\uff09\u306b\u6b63\u5f0f\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u3001Gemini 3.5\u30b7\u30ea\u30fc\u30ba\u306e\u6700\u521d\u306e\u30e2\u30c7\u30eb\u3067\u3059\u3002Google\u304c\u6253\u3061\u51fa\u3059\u3053\u306e\u30e2\u30c7\u30eb\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u300c\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u306e\u77e5\u6027\u3092\u3001Flash\u306e\u901f\u5ea6\u3068\u30b3\u30b9\u30c8\u3067\u300d\u3068\u3044\u3046\u70b9\u306b\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u306eFlash\u30b7\u30ea\u30fc\u30ba\u304c\u300c\u901f\u304f\u3066\u5b89\u3044\u304c\u6027\u80fd\u306f\u4e00\u6b69\u52a3\u308b\u300d\u3068\u3044\u3046\u4f4d\u7f6e\u4ed8\u3051\u3060\u3063\u305f\u306e\u306b\u5bfe\u3057\u30013.5 Flash\u306fGemini 3.1 Pro\u3092\u8907\u6570\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u8d85\u3048\u306a\u304c\u3089\u3001\u51e6\u7406\u901f\u5ea6\u306f\u7af6\u5408\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u306e4\u500d\u3068\u3044\u3046\u9a5a\u7570\u7684\u306a\u30b9\u30da\u30c3\u30af\u3092\u8a87\u308a\u307e\u3059\u3002\n\n### 2.2 \u30d9\u30f3\u30c1\u30de\u30fc\u30af\u8a73\u7d30\n\n| \u30d9\u30f3\u30c1\u30de\u30fc\u30af | Gemini 3.5 Flash | Gemini 3.1 Pro | \u5099\u8003 |\n|------------|:----------------:|:--------------:|------|\n| Terminal-Bench 2.1 | **76.2%** | 70.3% | \u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u80fd\u529b |\n| MCP Atlas | **83.6%** | \u2014 | \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6027\u80fd |\n| CharXiv Reasoning | **84.2%** | \u2014 | \u6570\u5b66\u7684\u63a8\u8ad6 |\n| GDPval-AA | **1,656** | 1,317 | \u6c4e\u7528\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 |\n| \u51e6\u7406\u901f\u5ea6 | **289 tokens/\u79d2** | \u2014 | \u7af6\u5408\u6bd44\u500d |\n| \u30b5\u30a4\u30d0\u30fc\u30d9\u30f3\u30c1\uff08\u9577\u8ddd\u96e2\uff09 | **+42%** | \u2014 | \u9577\u6587\u51e6\u7406 |\n| \u30c8\u30fc\u30af\u30f3\u4f7f\u7528\u52b9\u7387 | **-72%** | \u2014 | \u30b3\u30b9\u30c8\u52b9\u7387 |\n\n### 2.3 \u4fa1\u683c\n\n- **\u5165\u529b**: $1.50 / 1M\u30c8\u30fc\u30af\u30f3\n- **\u51fa\u529b**: $9.00 / 1M\u30c8\u30fc\u30af\u30f3\n\nGemini 3.1 Pro\u3068\u6bd4\u8f03\u3059\u308b\u3068\u5165\u529b\u3067\u7d0440%\u3001\u51fa\u529b\u3067\u3082\u7d0440%\u5b89\u304f\u3001\u30b3\u30b9\u30c8\u52b9\u7387\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\n\n### 2.4 \u5229\u7528\u53ef\u80fd\u306a\u74b0\u5883\n\n- Gemini \u30a2\u30d7\u30ea\uff08iOS / Android / Web\uff09\n- Google AI Studio\n- Antigravity\n- Gemini API\uff08\u76f4\u63a5\u547c\u3073\u51fa\u3057\uff09\n- Google Search \u306e AI Mode\n\n### 2.5 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u5927\u91cf\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406**  \n\u6cd5\u52d9\u3001\u91d1\u878d\u3001\u533b\u7642\u306a\u3069\u306e\u30c9\u30e1\u30a4\u30f3\u3067\u81a8\u5927\u306a\u5951\u7d04\u66f8\u3084\u5831\u544a\u66f8\u3092\u9ad8\u901f\u306b\u89e3\u6790\u30fb\u8981\u7d04\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u6700\u9069\u3067\u3059\u30024\u500d\u306e\u901f\u5ea6\u306b\u3088\u308a\u3001\u51e6\u7406\u5f85\u3061\u6642\u9593\u304c\u5287\u7684\u306b\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f32: \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30d0\u30c3\u30af\u30a8\u30f3\u30c9\u30e2\u30c7\u30eb**  \nSpark\u306a\u3069\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8907\u6570\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u9023\u7d9a\u5b9f\u884c\u3059\u308b\u969b\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u3067Flash 3.5\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u3067\u9ad8\u901f\u306a\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u7dad\u6301\u3067\u304d\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f33: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4f1a\u8a71\u30a2\u30d7\u30ea**  \n\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3084\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8AI\u306a\u3069\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u304c\u6c42\u3081\u3089\u308c\u308b\u5bfe\u8a71\u578b\u30a2\u30d7\u30ea\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f34: \u5927\u91cf\u30d0\u30c3\u30c1\u51e6\u7406**  \nSNS\u6295\u7a3f\u306e\u30e2\u30c7\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u5546\u54c1\u8aac\u660e\u306e\u81ea\u52d5\u751f\u6210\u3001\u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u500b\u5225\u5316\u306a\u3069\u3001\u30b9\u30b1\u30fc\u30eb\u304c\u5fc5\u8981\u306a\u51e6\u7406\u3067\u771f\u4fa1\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\n\n### 2.6 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u9577\u6587\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u9ad8\u901f\u8981\u7d04**\n```\n\u4ee5\u4e0b\u306e\u5951\u7d04\u66f8\u5168\u6587\u3092\u8aad\u307f\u3001\n1. \u4e3b\u8981\u306a\u7fa9\u52d9\u4e8b\u9805\uff08\u7532\u30fb\u4e59\u305d\u308c\u305e\u308c\uff09\n2. \u6ce8\u610f\u3059\u3079\u304d\u7279\u7d04\u6761\u9805\n3. \u30ea\u30b9\u30af\u306e\u9ad8\u3044\u6761\u6587\uff083\u3064\u4ee5\u5185\uff09\n\u3092JSON\u5f62\u5f0f\u3067\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n[\u5951\u7d04\u66f8\u5168\u6587\u3092\u3053\u3053\u306b\u8cbc\u308a\u4ed8\u3051]\n```\n\n**\u4f8b2: \u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u306e\u30c7\u30fc\u30bf\u5206\u6790**\n```\n\u4ee5\u4e0b\u306eCSV\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\uff1a\n1. \u6708\u5225\u58f2\u4e0a\u30c8\u30ec\u30f3\u30c9\u3092\u5206\u6790\n2. \u524d\u5e74\u540c\u671f\u6bd4\u3092\u8a08\u7b97\n3. \u6b21\u306e\u56db\u534a\u671f\u306e\u4e88\u6e2c\u3092\u7d71\u8a08\u7684\u624b\u6cd5\u3067\u5c0e\u51fa\n4. \u7d4c\u55b6\u5224\u65ad\u306b\u5fc5\u8981\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u30923\u70b9\u6319\u3052\u3088\n\n[CSV\u30c7\u30fc\u30bf]\n```\n\n**\u4f8b3: \u30b3\u30fc\u30c9\u751f\u6210\uff0b\u30c6\u30b9\u30c8\u4f5c\u6210**\n```\nNext.js 15\u3067\u30e6\u30fc\u30b6\u30fc\u8a8d\u8a3cAPI\u3092\u5b9f\u88c5\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u8981\u4ef6:\n- JWT + Refresh Token\u65b9\u5f0f\n- \u30ec\u30fc\u30c8\u5236\u9650\uff081\u5206\u9593\u306b10\u30ea\u30af\u30a8\u30b9\u30c8\u307e\u3067\uff09\n- \u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u5b8c\u5099\n- Jest\u306b\u3088\u308b\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u3082\u540c\u6642\u306b\u751f\u6210\nTypeScript\u4f7f\u7528\u3001\u30b3\u30e1\u30f3\u30c8\u306f\u82f1\u8a9e\u3067\u8a18\u8ff0\n```\n\n---\n\n## 3. Gemini 2.5 Pro Deep Think\n\n### 3.1 \u6982\u8981\n\nGemini 2.5 Pro Deep Think\u306fGemini 2.5 Pro\u306b\u642d\u8f09\u3055\u308c\u308b\u62e1\u5f35\u63a8\u8ad6\u30e2\u30fc\u30c9\u3067\u3059\u3002\u901a\u5e38\u306e\u5fdc\u7b54\u3068\u7570\u306a\u308a\u3001\u8907\u6570\u306e\u4eee\u8aac\u3092\u4e26\u884c\u3057\u3066\u691c\u8a0e\u3057\u3001\u6700\u3082\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u89e3\u7b54\u3092\u5c0e\u304d\u51fa\u3059\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u6301\u3061\u307e\u3059\u3002Google\u306eDeepMind\u30c1\u30fc\u30e0\u304c\u958b\u767a\u3057\u305f\u6700\u5148\u7aef\u306e\u300c\u601d\u8003\u30fb\u63a8\u8ad6\u30c6\u30af\u30cb\u30c3\u30af\u300d\u304c\u4f7f\u308f\u308c\u3066\u304a\u308a\u3001\u8907\u96d1\u306a\u6570\u5b66\u554f\u984c\u3001\u7af6\u6280\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6\u306b\u304a\u3044\u3066\u696d\u754c\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u6027\u80fd\u3092\u793a\u3057\u307e\u3059\u3002\n\n### 3.2 \u30d9\u30f3\u30c1\u30de\u30fc\u30af\n\n| \u30d9\u30f3\u30c1\u30de\u30fc\u30af | \u30b9\u30b3\u30a2 | \u5185\u5bb9 |\n|------------|:------:|------|\n| 2025 USAMO | \u6700\u4e0a\u4f4d\u30af\u30e9\u30b9 | \u7c73\u56fd\u6570\u5b66\u30aa\u30ea\u30f3\u30d4\u30c3\u30af\uff08\u6700\u96e3\u95a2\u306e\u4e00\u3064\uff09 |\n| LiveCodeBench | \u30c8\u30c3\u30d7 | \u7af6\u6280\u30ec\u30d9\u30eb\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0 |\n| MMMU | **84.0%** | \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u63a8\u8ad6 |\n\n### 3.3 \u601d\u8003\u4e88\u7b97\uff08Thinking Budget\uff09\n\nDeep Think\u30e2\u30fc\u30c9\u3067\u306f**\u6700\u592732K\u30c8\u30fc\u30af\u30f3**\u306e\u300c\u601d\u8003\u30c8\u30fc\u30af\u30f3\u300d\u3092\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u300cThinking Budget\u300d\u306f\u8abf\u6574\u53ef\u80fd\u3067\u3001\u30bf\u30b9\u30af\u306e\u8907\u96d1\u3055\u306b\u5fdc\u3058\u3066\u30b3\u30b9\u30c8\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002\n\n- **\u4f4e\u601d\u8003\u4e88\u7b97\uff08\u301c8K\uff09**: \u65e5\u5e38\u7684\u306a\u8cea\u554f\u3001\u8efd\u5ea6\u306e\u63a8\u8ad6\n- **\u4e2d\u601d\u8003\u4e88\u7b97\uff088K\u301c16K\uff09**: \u8907\u96d1\u306a\u30b3\u30fc\u30c9\u3001\u8a73\u7d30\u306a\u5206\u6790\n- **\u9ad8\u601d\u8003\u4e88\u7b97\uff0816K\u301c32K\uff09**: \u6570\u5b66\u8a3c\u660e\u3001\u7814\u7a76\u8ad6\u6587\u30ec\u30d9\u30eb\u306e\u63a8\u8ad6\n\n### 3.4 \u601d\u8003\u30b5\u30de\u30ea\u30fc\uff08Thought Summaries\uff09\u6a5f\u80fd\n\nDeep Think\u306e\u5927\u304d\u306a\u7279\u5fb4\u306e\u4e00\u3064\u304c\u300c\u601d\u8003\u30b5\u30de\u30ea\u30fc\u300d\u6a5f\u80fd\u3067\u3059\u3002\u30e2\u30c7\u30eb\u306e\u751f\u306e\u601d\u8003\u30d7\u30ed\u30bb\u30b9\uff08\u30c4\u30fc\u30eb\u4f7f\u7528\u306e\u8a73\u7d30\u3092\u542b\u3080\uff09\u3092\u69cb\u9020\u5316\u3055\u308c\u305f\u5f62\u5f0f\u306b\u6574\u7406\u3057\u3066\u51fa\u529b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\uff1a\n\n- \u8907\u96d1\u306aAI\u30bf\u30b9\u30af\u306e**\u691c\u8a3c\u30fb\u76e3\u67fb**\u304c\u53ef\u80fd\n- \u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3068\u306e**\u6574\u5408\u6027\u78ba\u8a8d**\u304c\u5bb9\u6613\n- \u30c7\u30d0\u30c3\u30b0\u4f5c\u696d\u306e**\u5927\u5e45\u306a\u7c21\u7565\u5316**\n- \u5224\u65ad\u6839\u62e0\u306e**\u900f\u660e\u6027\u78ba\u4fdd**\n\n### 3.5 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u9ad8\u96e3\u5ea6\u6570\u5b66\u30fb\u79d1\u5b66\u554f\u984c**  \n\u7814\u7a76\u6a5f\u95a2\u3084\u6559\u80b2\u6a5f\u95a2\u3067\u3001\u5b66\u90e8\u301c\u5927\u5b66\u9662\u30ec\u30d9\u30eb\u306e\u6570\u5b66\u8a3c\u660e\u3084\u7269\u7406\u8a08\u7b97\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f32: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8106\u5f31\u6027\u306e\u5206\u6790**  \n\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u304c\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3084\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u3092\u7cbe\u67fb\u3057\u3001\u6f5c\u5728\u7684\u306a\u8106\u5f31\u6027\u3092\u8ad6\u7406\u7684\u306b\u63a2\u7d22\u3059\u308b\u7528\u9014\u3002\n\n**\u30b7\u30fc\u30f33: \u6cd5\u5f8b\u6587\u66f8\u30fb\u5951\u7d04\u66f8\u306e\u9ad8\u5ea6\u306a\u89e3\u91c8**  \n\u8907\u6570\u306e\u6cd5\u5f8b\u6761\u6587\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u3001\u8907\u96d1\u306a\u6cd5\u7684\u5224\u65ad\u3092\u884c\u3046\u30ea\u30fc\u30ac\u30eb\u30c6\u30c3\u30af\u5206\u91ce\u3002\n\n**\u30b7\u30fc\u30f34: \u7af6\u6280\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30fb\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08**  \n\u52d5\u7684\u8a08\u753b\u6cd5\u3001\u30b0\u30e9\u30d5\u7406\u8ad6\u3001\u7d44\u307f\u5408\u308f\u305b\u6700\u9069\u5316\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u554f\u984c\u306e\u89e3\u6cd5\u8a2d\u8a08\u3002\n\n### 3.6 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u6570\u5b66\u8a3c\u660e\u306e\u8981\u6c42**\n```\n\u4ee5\u4e0b\u306e\u547d\u984c\u3092\u53b3\u5bc6\u306b\u8a3c\u660e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u8a3c\u660e\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u3067\u4f7f\u7528\u3057\u305f\u5b9a\u7406\u3084\u88dc\u984c\u3092\u660e\u793a\u3057\u3001\n\u3069\u306e\u6bb5\u968e\u3067\u3069\u306e\u3088\u3046\u306a\u4eee\u5b9a\u3092\u7528\u3044\u3066\u3044\u308b\u304b\u3092\u660e\u78ba\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\n\u547d\u984c\uff1a\u300c\u4efb\u610f\u306e\u7d20\u6570 p \u306b\u5bfe\u3057\u3066\u3001p^(p-1) \u2261 1 (mod p) \u304c\u6210\u7acb\u3059\u308b\u300d\n\uff08\u30d5\u30a7\u30eb\u30de\u30fc\u306e\u5c0f\u5b9a\u7406\uff09\n\n\u8a3c\u660e\u306b\u306f\u6574\u6570\u8ad6\u306e\u57fa\u790e\u5b9a\u7406\u306e\u307f\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3002\n```\n\n**\u4f8b2: \u8907\u96d1\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u8a2d\u8a08**\n```\nN\u500b\u306e\u90fd\u5e02\u3092\u8a2a\u554f\u3059\u308b\u5de1\u56de\u30bb\u30fc\u30eb\u30b9\u30de\u30f3\u554f\u984c\u306b\u304a\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u5236\u7d04\u3092\u6301\u3064\n\u8fd1\u4f3c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u8a2d\u8a08\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u5236\u7d04:\n- \u5b9f\u884c\u6642\u9593: O(N\u00b2log N)\u4ee5\u4e0b\n- \u8fd1\u4f3c\u6bd4: 1.5\u4ee5\u5185\uff08\u7406\u8ad6\u7684\u4fdd\u8a3c\u3042\u308a\uff09\n- \u5b9f\u88c5\u8a00\u8a9e: Python\n- \u52d5\u7684\u30b0\u30e9\u30d5\u66f4\u65b0\u306b\u5bfe\u5fdc\uff08\u9802\u70b9\u30fb\u8fba\u306e\u8ffd\u52a0/\u524a\u9664\uff09\n\n\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6b63\u78ba\u6027\u306e\u8a3c\u660e\u3068\u8a08\u7b97\u91cf\u5206\u6790\u3082\u542b\u3081\u308b\u3053\u3068\u3002\n```\n\n---\n\n## 4. Google AI\u30d7\u30e9\u30f3\u518d\u7de8\n\n### 4.1 \u30d7\u30e9\u30f3\u4f53\u7cfb\u306e\u5237\u65b0\n\nGoogle I/O 2026\u306b\u304a\u3044\u3066\u3001Google\u306fAI\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u30d7\u30e9\u30f3\u3092\u5927\u5e45\u306b\u518d\u7de8\u3057\u307e\u3057\u305f\u3002\u5f93\u6765\u306e\u6700\u9ad8\u30b0\u30ec\u30fc\u30c9\u300cGoogle AI Ultra\u300d\u304c\u6708\u984d$250\u3060\u3063\u305f\u306e\u306b\u5bfe\u3057\u3001\u4eca\u56de\u306e\u767a\u8868\u3067\u306f\uff1a\n\n1. **\u65e2\u5b58\u306eUltra\u3092\u5024\u4e0b\u3052**: $250 \u2192 $200\uff08\u6708\u984d\uff09\n2. **\u65b0\u3057\u3044\u4e2d\u9593\u30d7\u30e9\u30f3\u3092\u8ffd\u52a0**: $100\uff08\u6708\u984d\uff09\u306e\u65b0Ultra\u30d7\u30e9\u30f3\u3092\u65b0\u8a2d\n\n\u3053\u308c\u306b\u3088\u308a\u3001Google\u30fbOpenAI\u30fbAnthropic\u306e3\u793e\u304c\u3044\u305a\u308c\u3082**$20 / $100 / $200**\u3068\u3044\u3046\u540c\u4e00\u4fa1\u683c\u5e2f\u306b\u63c3\u3046\u5f62\u3068\u306a\u308a\u3001AI\u696d\u754c\u306e\u30b5\u30d6\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u69cb\u9020\u304c\u6a19\u6e96\u5316\u3055\u308c\u307e\u3057\u305f\u3002\n\n### 4.2 \u30d7\u30e9\u30f3\u6bd4\u8f03\u8868\n\n| \u30d7\u30e9\u30f3 | \u6708\u984d | \u4e3b\u8981\u7279\u5178 |\n|--------|:----:|--------|\n| **Google AI Free** | $0 | \u57fa\u672c\u7684\u306aGemini\u6a5f\u80fd |\n| **Google AI Pro** | $20 | Gemini 3.1 Pro\u3001\u65e7AI Premium\u76f8\u5f53 |\n| **Google AI Ultra\uff08\u65b0$100\u30d7\u30e9\u30f3\uff09** | $100 | 5\u500d\u4f7f\u7528\u67a0\u300120TB \u30b9\u30c8\u30ec\u30fc\u30b8\u3001YouTube Premium\u3001Gemini 3.5 Flash\u30c6\u30b9\u30c8\u512a\u5148\u3001Antigravity\u30a2\u30af\u30bb\u30b9 |\n| **Google AI Ultra\uff08\u65e2\u5b58$200\u30d7\u30e9\u30f3\uff09** | $200 | Pro\u306e20\u500d\u4f7f\u7528\u67a0\u3001\u6700\u5148\u7aef\u30e2\u30c7\u30eb\u3078\u306e\u6700\u512a\u5148\u30a2\u30af\u30bb\u30b9\u3001Project Marineer\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30e2\u30fc\u30c9 |\n\n### 4.3 \u65b0$100\u30d7\u30e9\u30f3\u306e\u8a73\u7d30\n\n$100\u30d7\u30e9\u30f3\u306f**\u958b\u767a\u8005\u30fb\u30c6\u30af\u30cb\u30ab\u30eb\u30ea\u30fc\u30c9\u30fb\u77e5\u8b58\u52b4\u50cd\u8005\u30fb\u4e0a\u7d1a\u30af\u30ea\u30a8\u30a4\u30bf\u30fc**\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n\u4e3b\u306a\u7279\u5178\uff1a\n- **5\u500d\u306e\u4f7f\u7528\u67a0**\uff08Pro\u30d7\u30e9\u30f3\u3068\u306e\u6bd4\u8f03\uff09\n- **20TB \u306e\u30af\u30e9\u30a6\u30c9\u30b9\u30c8\u30ec\u30fc\u30b8**\n- **YouTube Premium\u500b\u4eba\u30d7\u30e9\u30f3**\n- **Google Antigravity\u3078\u306e\u512a\u5148\u30a2\u30af\u30bb\u30b9**\n- **Gemini 3.5 Flash\u306e\u30c6\u30b9\u30c8\u30fb\u30c7\u30d0\u30c3\u30b0\u74b0\u5883**\n\n### 4.4 \u3069\u306e\u30d7\u30e9\u30f3\u3092\u9078\u3076\u3079\u304d\u304b\n\n**Free\u3067\u5341\u5206\u306a\u4eba**\n- \u65e5\u5e38\u7684\u306a\u8cea\u554f\u3084\u7c21\u5358\u306a\u30bf\u30b9\u30af\n- \u6708\u306b\u6570\u56de\u7a0b\u5ea6\u306eAI\u5229\u7528\n\n**Pro\u304c\u304a\u3059\u3059\u3081\u306e\u4eba\uff08$20\uff09**\n- \u6bce\u65e5Gemini\u3092\u6d3b\u7528\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\n- \u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u3001\u30e1\u30fc\u30eb\u4f5c\u6210\u3001\u60c5\u5831\u53ce\u96c6\n\n**\u65b0Ultra $100\u304c\u304a\u3059\u3059\u3081\u306e\u4eba**\n- API\u3092\u4f7f\u3063\u3066\u958b\u767a\u3059\u308b\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\n- Antigravity\u3067\u672c\u683c\u7684\u306b\u30a2\u30d7\u30ea\u958b\u767a\u3057\u305f\u3044\u4eba\n- \u5927\u91cf\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u51e6\u7406\u3084\u5206\u6790\u696d\u52d9\n\n**\u65e2\u5b58Ultra $200\u304c\u304a\u3059\u3059\u3081\u306e\u4eba**\n- AI\u306e\u6700\u524d\u7dda\u6a5f\u80fd\u3092\u3044\u3061\u65e9\u304f\u8a66\u3057\u305f\u3044\u4eba\n- \u5927\u898f\u6a21\u306aAgent\u30e2\u30fc\u30c9\u3092\u696d\u52d9\u306b\u7d44\u307f\u8fbc\u307f\u305f\u3044\u4f01\u696d\u62c5\u5f53\u8005\n- Gemini Spark\u3092\u6700\u512a\u5148\u3067\u4f7f\u3044\u305f\u3044\u30d1\u30ef\u30fc\u30e6\u30fc\u30b6\u30fc\n\n---\n\n## 5. Gemini Spark\n\n### 5.1 \u6982\u8981\n\nGemini Spark\u306f\u3001Google I/O 2026\u306b\u304a\u3051\u308b\u6700\u5927\u306e\u767a\u8868\u306e\u4e00\u3064\u3067\u3059\u3002\u300c\u3042\u306a\u305f\u306e\u30d1\u30fc\u30bd\u30ca\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u300d\u3068\u3057\u3066\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001Gemini\u3092\u3053\u308c\u307e\u3067\u306e\u300c\u8cea\u554f\u306b\u7b54\u3048\u308bAI\u300d\u304b\u3089\u300c\u3042\u306a\u305f\u306b\u4ee3\u308f\u3063\u3066\u884c\u52d5\u3059\u308bAI\u300d\u3078\u3068\u9032\u5316\u3055\u305b\u307e\u3059\u3002\n\nSpark\u306e\u6838\u5fc3\u306f**\u5e38\u6642\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u52d5\u4f5c**\u306b\u3042\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304cGemini\u30a2\u30d7\u30ea\u3092\u958b\u3044\u3066\u3044\u306a\u304f\u3066\u3082\u3001Spark\u306fGmail\u30fbGoogle Calendar\u30fbGoogle Tasks\u305d\u3057\u3066\u63a5\u7d9a\u3055\u308c\u305f\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\u3092\u5e38\u6642\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3057\u3001\u5fc5\u8981\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u81ea\u5f8b\u7684\u306b\u30a2\u30af\u30b7\u30e7\u30f3\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\n\n### 5.2 \u30c7\u30e2\u3067\u62ab\u9732\u3055\u308c\u305f\u80fd\u529b\n\nI/O\u306e\u30b9\u30c6\u30fc\u30b8\u3067\u5b9f\u969b\u306b\u30c7\u30e2\u304c\u884c\u308f\u308c\u305f\u6a5f\u80fd\uff1a\n\n1. **\u97f3\u58f0\u3067\u30e1\u30fc\u30eb\u9001\u4fe1\uff08macOS\uff09**: \u300c\u7530\u4e2d\u3055\u3093\u306b\u660e\u65e5\u306e\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u78ba\u8a8d\u3059\u308b\u30e1\u30fc\u30eb\u3092\u9001\u3063\u3066\u300d\u3068\u58f0\u3067\u6307\u793a\u3059\u308b\u3060\u3051\u3067\u3001Spark\u304c\u30e1\u30fc\u30eb\u3092\u8d77\u8349\u30fb\u9001\u4fe1\n2. **\u671d\u306e\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u6e96\u5099**: \u4eca\u65e5\u306e\u30ab\u30ec\u30f3\u30c0\u30fc\u3001\u672a\u8aad\u306e\u91cd\u8981\u30e1\u30fc\u30eb\u3001TODO\u3092\u307e\u3068\u3081\u305f\u97f3\u58f0\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u3092\u81ea\u52d5\u751f\u6210\n3. **\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0**: \u8907\u6570\u306e\u53c2\u52a0\u8005\u306e\u7a7a\u304d\u6642\u9593\u3092\u78ba\u8a8d\u3057\u3001\u4f1a\u8b70\u3092\u8a2d\u5b9a\u3057\u3066\u30ab\u30ec\u30f3\u30c0\u30fc\u3078\u767b\u9332\n\n### 5.3 \u9023\u643a\u30a2\u30d7\u30ea\uff08\u73fe\u5728\u301c\u4eca\u5f8c\uff09\n\n**\u73fe\u5728\u5bfe\u5fdc\uff08\u30ea\u30ea\u30fc\u30b9\u5f53\u521d\uff09**\n- Gmail\n- Google Docs\n- Google Calendar\n- Google Tasks\n- Google Drive\n\n**\u4eca\u5f8c\uff082026\u5e74\u590f\u4ee5\u964d\u3001MCP\u3067\u62e1\u5f35\uff09**\n- Slack\n- Notion\n- Zoom\n- Salesforce\n- \u305d\u306e\u4ed6\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\uff08MCP\u7d4c\u7531\uff09\n\n### 5.4 Mac\u7248Spark\u306e\u7279\u5fb4\n\nGemini Spark\u306f2026\u5e74\u590f\u306bGemini Mac\u7248\u30a2\u30d7\u30ea\u3068\u3057\u3066\u63d0\u4f9b\u4e88\u5b9a\u3067\u3001\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u542b\u3080\u64cd\u4f5c\u3068\u300c\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u5168\u4f53\u306b\u308f\u305f\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316\u300d\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u306fApple\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u3084Microsoft\u306eCopilot\u3092\u76f4\u63a5\u8105\u304b\u3059\u6a5f\u80fd\u3067\u3059\u3002\n\n### 5.5 \u53ef\u7528\u6027\n\n- **\u521d\u671f\u30ea\u30ea\u30fc\u30b9**: 2026\u5e745\u6708\u672b\u301c6\u6708\uff08\u7c73\u56fd\u306eAI Ultra $200\u52a0\u5165\u8005\u304b\u3089\uff09\n- **\u62e1\u5f35**: \u6bb5\u968e\u7684\u306bPro\u52a0\u5165\u8005\u3078\u5c55\u958b\u4e88\u5b9a\n\n### 5.6 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30d0\u30c3\u30af\u30aa\u30d5\u30a3\u30b9\u696d\u52d9\u306e\u81ea\u52d5\u5316**\n\u7d4c\u8cbb\u7cbe\u7b97\u306e\u96c6\u8a08\u3001\u5b9a\u578b\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u30fb\u9001\u4ed8\u3001\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5316\u306a\u3069\u3001\u7e70\u308a\u8fd4\u3057\u767a\u751f\u3059\u308b\u4e8b\u52d9\u4f5c\u696d\u3092Spark\u306b\u59d4\u4efb\u3067\u304d\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f32: \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u652f\u63f4**\n\u30bf\u30b9\u30af\u306e\u7de0\u5207\u30a2\u30e9\u30fc\u30c8\u3001\u9032\u6357\u306e\u81ea\u52d5\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u30e1\u30fc\u30eb\u3001\u9031\u6b21\u30ec\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u751f\u6210\u306a\u3069\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f33: \u30bb\u30fc\u30eb\u30b9\u30fb\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30af\u30bb\u30b9**\n\u30ea\u30fc\u30c9\u3078\u306e\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u9001\u4fe1\u3001CRM\uff08Salesforce\u9023\u643a\u5f8c\uff09\u3078\u306e\u30c7\u30fc\u30bf\u5165\u529b\u3001\u9867\u5ba2\u3068\u306e\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u5f8c\u306e\u81ea\u52d5\u30b5\u30de\u30ea\u30fc\u9001\u4ed8\u306a\u3069\u3002\n\n**\u30b7\u30fc\u30f34: \u30b3\u30f3\u30c6\u30f3\u30c4\u30af\u30ea\u30a8\u30a4\u30bf\u30fc**\nSNS\u6295\u7a3f\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u78ba\u8a8d\u3001\u30b3\u30e9\u30dc\u4f9d\u983c\u30e1\u30fc\u30eb\u306e\u81ea\u52d5\u8fd4\u4fe1\u3001\u30d6\u30e9\u30f3\u30c9\u6848\u4ef6\u306e\u30ab\u30ec\u30f3\u30c0\u30fc\u7ba1\u7406\u3002\n\n### 5.7 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\uff08Spark\u3078\u306e\u6307\u793a\uff09\n\n**\u4f8b1: \u671d\u306e\u30eb\u30fc\u30c6\u30a3\u30f3\u8a2d\u5b9a**\n```\n\u6bce\u671d8\u6642\u306b\u4ee5\u4e0b\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n1. \u4eca\u65e5\u306e\u30ab\u30ec\u30f3\u30c0\u30fc\u3092\u30c1\u30a7\u30c3\u30af\n2. \u6628\u591c\u304b\u3089\u306e\u672a\u8aad\u30e1\u30fc\u30eb\u3092\u91cd\u8981\u5ea6\u9806\u306b3\u4ef6\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\n3. \u4e0a\u8a18\u3092\u307e\u3068\u3081\u305f\u97f3\u58f0\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u3092\u518d\u751f\n4. \u4eca\u65e5\u306e\u6700\u512a\u5148\u30bf\u30b9\u30af\u3092\u78ba\u8a8d\u3057\u3066\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\n```\n\n**\u4f8b2: \u81ea\u52d5\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7**\n```\n\u300c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8X\u306e\u30ad\u30c3\u30af\u30aa\u30d5\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u300d\u304c\u7d42\u308f\u3063\u305f\u3089\u3001\n\u81ea\u52d5\u7684\u306b\u4ee5\u4e0b\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n- \u53c2\u52a0\u8005\u5168\u54e1\u306b\u8b70\u4e8b\u9332\uff08Docs\uff09\u3092\u5171\u6709\n- \u6b21\u56de\u30df\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u5019\u88dc\u30923\u30d1\u30bf\u30fc\u30f3\u63d0\u793a\u3059\u308b\u30e1\u30fc\u30eb\u3092\u9001\u4fe1\n- \u30bf\u30b9\u30af\u5272\u308a\u5f53\u3066\u3092Google Tasks\u306b\u767b\u9332\n```\n\n**\u4f8b3: \u53d7\u4fe1\u30c8\u30ec\u30a4\u306e\u81ea\u52d5\u6574\u7406**\n```\nGmail\u306e\u53d7\u4fe1\u30c8\u30ec\u30a4\u3092\u6bce\u65e517\u6642\u306b\u6574\u7406\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n- \u30cb\u30e5\u30fc\u30b9\u30ec\u30bf\u30fc \u2192 \"\u30cb\u30e5\u30fc\u30b9\u30ec\u30bf\u30fc\"\u30e9\u30d9\u30eb\u306b\u79fb\u52d5\n- \u8acb\u6c42\u66f8\u30fb\u9818\u53ce\u66f8 \u2192 \"\u7d4c\u7406\"\u30e9\u30d9\u30eb\u306b\u79fb\u52d5\n- \u8981\u8fd4\u4fe1\u306e\u30e1\u30fc\u30eb \u2192 \u30b9\u30bf\u30fc\u4ed8\u304d\u306b\u3057\u3066\"\u672c\u65e5\u5bfe\u5fdc\"\u30ea\u30b9\u30c8\u306b\u8ffd\u52a0\n- 3\u65e5\u4ee5\u4e0a\u7d4c\u904e\u3057\u305f\u672a\u8aad\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u306f\u65e2\u8aad\u306b\u3057\u3066\u30a2\u30fc\u30ab\u30a4\u30d6\n```\n\n---\n\n## 6. Gemini\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u518d\u8a2d\u8a08\n\n### 6.1 Neural Expressive\uff1a\u65b0\u30c7\u30b6\u30a4\u30f3\u8a00\u8a9e\n\nGoogle\u306f\u4eca\u56de\u306eI/O\u3067Gemini\u30a2\u30d7\u30ea\u306e\u30c7\u30b6\u30a4\u30f3\u3092\u5168\u9762\u5237\u65b0\u3057\u307e\u3057\u305f\u3002\u65b0\u30c7\u30b6\u30a4\u30f3\u8a00\u8a9e\u300c**Neural Expressive**\u300d\u306f\u3001AI\u3068\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u3088\u308a\u81ea\u7136\u30fb\u76f4\u611f\u7684\u306b\u306a\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002I/O\u5f53\u65e5\u304b\u3089Android\u30fbiOS\u30fbWeb\u306e\u5168\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u9806\u6b21\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\u958b\u59cb\u3067\u3059\u3002\n\n### 6.2 \u4e3b\u306a\u30c7\u30b6\u30a4\u30f3\u5909\u66f4\u70b9\n\n**\u30d3\u30b8\u30e5\u30a2\u30eb\u9762**\n- \u6d41\u52d5\u7684\u306a\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\uff08\u30ec\u30b9\u30dd\u30f3\u30b9\u751f\u6210\u4e2d\u306e\u52d5\u304d\u304c\u6709\u6a5f\u7684\u306b\uff09\n- \u9bae\u3084\u304b\u306a\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\uff08\u3088\u308a\u611f\u60c5\u7684\u30fb\u76f4\u611f\u7684\u306a\u8868\u73fe\uff09\n- \u65b0\u3057\u3044\u30bf\u30a4\u30dd\u30b0\u30e9\u30d5\u30a3\u30b7\u30b9\u30c6\u30e0\n- \u89e6\u899a\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\uff08\u30e2\u30d0\u30a4\u30eb\uff09\n\n**UI\u30ec\u30a4\u30a2\u30a6\u30c8**\n- \u30d7\u30ed\u30f3\u30d7\u30c8\u5165\u529b\u30dc\u30c3\u30af\u30b9\u304c\u300c\u30d4\u30eb\u578b\uff08\u4e38\u307f\u3092\u5e2f\u3073\u305f\u9577\u65b9\u5f62\uff09\u300d\u30c7\u30b6\u30a4\u30f3\u306b\u5909\u66f4\n- \u30e2\u30d0\u30a4\u30eb\u3067\u306f\u300c+\u300d\u30e1\u30cb\u30e5\u30fc\u304b\u3089\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u65b9\u6cd5\u3092\u30ab\u30eb\u30fc\u30bb\u30eb\u8868\u793a\n- \u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30c9\u30ed\u30ef\u30fc\u304c\u5168\u753b\u9762\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306b\u5909\u66f4\n- \u9805\u76ee: \u65b0\u3057\u3044\u30c1\u30e3\u30c3\u30c8\u30fb\u30c1\u30e3\u30c3\u30c8\u691c\u7d22\u30fb\u30e9\u30a4\u30d6\u30e9\u30ea\uff08\u65e7\uff1a\u30de\u30a4\u30b9\u30bf\u30c3\u30d5\uff09\u30fbGems\n\n**\u30ec\u30b9\u30dd\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u5237\u65b0**\n\u3053\u308c\u307e\u3067Gemini\u306e\u56de\u7b54\u306f\u300c\u30c6\u30ad\u30b9\u30c8\u306e\u58c1\u300d\u306b\u306a\u308a\u304c\u3061\u3067\u3057\u305f\u3002Neural Expressive\u3067\u306f\uff1a\n- **\u6700\u91cd\u8981\u60c5\u5831\u3092\u6700\u4e0a\u90e8\u30fb\u592a\u5b57\u3067\u8868\u793a**\n- \u30a4\u30f3\u30e9\u30a4\u30f3\u753b\u50cf\u306e\u81ea\u7136\u306a\u633f\u5165\n- \u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u52d5\u753b\uff08Omni\u9023\u643a\uff09\n- \u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u8868\u793a\n- \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u53ef\u8996\u5316\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\n\n### 6.3 Gemini Live\u306e\u6539\u5584\n\nGemini Live\u304c\u30d5\u30eb\u30b9\u30af\u30ea\u30fc\u30f3\u8868\u793a\u304b\u3089**\u30a4\u30f3\u30e9\u30a4\u30f3\u8868\u793a**\u306b\u5909\u66f4\u3055\u308c\u307e\u3057\u305f\u3002\u30e2\u30fc\u30c9\u3092\u660e\u793a\u7684\u306b\u5207\u308a\u66ff\u3048\u306a\u304f\u3066\u3082\u3001\u4f1a\u8a71\u306e\u6d41\u308c\u306e\u4e2d\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306bLive\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\n\n### 6.4 \u306a\u305c\u3053\u306e\u30ea\u30c7\u30b6\u30a4\u30f3\u304c\u91cd\u8981\u304b\n\nAI\u30c4\u30fc\u30eb\u306eUX\u306b\u304a\u3044\u3066\u3001\u300c\u60c5\u5831\u3092\u3069\u3046\u898b\u305b\u308b\u304b\u300d\u306f\u5229\u7528\u7d99\u7d9a\u7387\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u306e\u58c1\u306f\u8a8d\u77e5\u8ca0\u8377\u304c\u9ad8\u304f\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u60c5\u5831\u3092\u6d88\u5316\u3057\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002Neural Expressive\u306f\uff1a\n\n- **\u30b9\u30ad\u30e3\u30ca\u30d3\u30ea\u30c6\u30a3**\uff08\u4e00\u76ee\u3067\u91cd\u8981\u60c5\u5831\u3092\u628a\u63e1\u3067\u304d\u308b\uff09\n- **\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8**\uff08\u8996\u899a\u7684\u306b\u8c4a\u304b\u306a\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u95a2\u5fc3\u3092\u6301\u7d9a\uff09\n- **\u4fe1\u983c\u6027**\uff08\u6574\u7406\u3055\u308c\u305f\u60c5\u5831\u63d0\u793a\u304c\u5224\u65ad\u306e\u8cea\u3092\u5411\u4e0a\uff09\n\n\u3068\u3044\u30463\u70b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\n\n---\n\n## 7. Gemini Omni\n\n### 7.1 \u6982\u8981\n\nGemini Omni\u306f\u300c\u3042\u3089\u3086\u308b\u5165\u529b\u304b\u3089\u3001\u3042\u3089\u3086\u308b\u3082\u306e\u3092\u5275\u9020\u3067\u304d\u308b\u300d\u30e2\u30c7\u30eb\u3068\u3057\u3066\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u30c6\u30ad\u30b9\u30c8\u30fb\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u53d7\u3051\u53d6\u308a\u3001**\u52d5\u753b\u3092\u542b\u3080**\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002I/O\u5f53\u65e5\u304b\u3089Google AI Plus\u30fbPro\u30fbUltra\u306e\u52a0\u5165\u8005\u306b\u9806\u6b21\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\u304c\u958b\u59cb\u3055\u308c\u307e\u3057\u305f\uff08Omni Flash\u7248\uff09\u3002\n\n### 7.2 \u5165\u51fa\u529b\u306e\u7d44\u307f\u5408\u308f\u305b\n\n| \u30a4\u30f3\u30d7\u30c3\u30c8 | \u30a2\u30a6\u30c8\u30d7\u30c3\u30c8 |\n|-----------|------------|\n| \u30c6\u30ad\u30b9\u30c8 | \u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u52d5\u753b |\n| \u753b\u50cf | \u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u52d5\u753b |\n| \u97f3\u58f0 | \u30c6\u30ad\u30b9\u30c8\u3001\u97f3\u58f0\u3001\u52d5\u753b |\n| \u52d5\u753b | \u30c6\u30ad\u30b9\u30c8\u3001\u753b\u50cf\u3001\u52d5\u753b |\n| \u30c6\u30ad\u30b9\u30c8 + \u753b\u50cf | \u52d5\u753b\uff08\u65b0\u6a5f\u80fd\uff09 |\n| \u30c6\u30ad\u30b9\u30c8 + \u97f3\u58f0 | \u97f3\u58f0\uff08\u3088\u308a\u81ea\u7136\u306a\u4f1a\u8a71\uff09 |\n\n### 7.3 \u30cd\u30a4\u30c6\u30a3\u30d6\u97f3\u58f0\u51fa\u529b\n\nGemini 2.5 Pro/Flash\u3067\u3082\u5bfe\u5fdc\u304c\u9032\u3093\u3067\u3044\u307e\u3059\u304c\u3001Omni\u3067\u306f\u30cd\u30a4\u30c6\u30a3\u30d6\u97f3\u58f0\u51fa\u529b\u304c\u3088\u308a\u81ea\u7136\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u307e\u3067\u306eTTS\uff08Text-to-Speech\uff09\u5909\u63db\u3067\u306f\u306a\u304f\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u304c\u97f3\u58f0\u3092\u76f4\u63a5\u751f\u6210\u3059\u308b\u305f\u3081\uff1a\n- \u611f\u60c5\u306e\u8d77\u4f0f\u304c\u81ea\u7136\n- \u8a71\u901f\u306e\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u304c\u7cbe\u7dfb\n- \u591a\u8a00\u8a9e\u3067\u306e\u81ea\u7136\u306a\u767a\u97f3\n\n### 7.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u8d85\u9ad8\u901f\u5236\u4f5c**\n\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u306e\u52d5\u753b\u3092\u81ea\u52d5\u751f\u6210\u3002YouTube\u3084Reels\u5411\u3051\u306e\u30b7\u30e7\u30fc\u30c8\u30b3\u30f3\u30c6\u30f3\u30c4\u5236\u4f5c\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u524a\u6e1b\u3002\n\n**\u30b7\u30fc\u30f32: \u591a\u8a00\u8a9e\u6559\u6750\u306e\u81ea\u52d5\u751f\u6210**\n\u30c6\u30ad\u30b9\u30c8\u6559\u6750\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u3066\u3001\u5404\u8a00\u8a9e\u306e\u97f3\u58f0\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u52d5\u753b\u6559\u6750\u3092\u81ea\u52d5\u751f\u6210\u3002\n\n**\u30b7\u30fc\u30f33: \u30d7\u30ed\u30c0\u30af\u30c8\u30c7\u30e2\u52d5\u753b**\n\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8\u3084\u4ed5\u69d8\u66f8\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3057\u3066\u3001\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u30c7\u30e2\u52d5\u753b\u3092\u81ea\u52d5\u4f5c\u6210\u3002\n\n**\u30b7\u30fc\u30f34: SNS\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u591a\u5f62\u5f0f\u5c55\u958b**\n1\u3064\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u304b\u3089\u3001\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u30fb\u753b\u50cf\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30fb\u30b7\u30e7\u30fc\u30c8\u52d5\u753b\u3092\u540c\u6642\u751f\u6210\u3002\n\n### 7.5 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u30c6\u30ad\u30b9\u30c8\u304b\u3089\u52d5\u753b\u751f\u6210**\n```\n\u4ee5\u4e0b\u306e\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u3082\u3068\u306b\u300160\u79d2\u306eYouTube Shorts\u7528\u52d5\u753b\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u8981\u4ef6\uff1a\n- \u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\uff08\u65e5\u672c\u8a9e\u3001\u660e\u308b\u3044\u30c8\u30fc\u30f3\uff09\n- 3\u3064\u306e\u30ad\u30fc\u30dd\u30a4\u30f3\u30c8\u3092\u8996\u899a\u7684\u306b\u5f37\u8abf\n- \u6700\u5f8c\u306bCTA\uff08\u30c1\u30e3\u30f3\u30cd\u30eb\u767b\u9332\uff09\u3092\u633f\u5165\n- BGM\u306f\u4e0d\u8981\n\n[\u30d6\u30ed\u30b0\u8a18\u4e8b\u672c\u6587]\n```\n\n**\u4f8b2: \u753b\u50cf\u2192\u52d5\u753b\u5909\u63db**\n```\n\u6dfb\u4ed8\u306e\u5546\u54c1\u753b\u50cf5\u679a\u3092\u4f7f\u3063\u3066\u3001EC\u30b5\u30a4\u30c8\u5411\u3051\u306e30\u79d2\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u52d5\u753b\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u5404\u5546\u54c1\u304c3-5\u79d2\u305a\u3064\u8868\u793a\u3055\u308c\u3001\u5546\u54c1\u540d\u3068\u4fa1\u683c\u304c\u30c6\u30ad\u30b9\u30c8\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u3067\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u6700\u5f8c\u306e\u30b7\u30fc\u30f3\u306b\u306f\u30d6\u30e9\u30f3\u30c9\u30ed\u30b4\u3092\u5165\u308c\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u4f8b3: \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u8981\u7d04**\n```\n\u3053\u306e\u4f1a\u8b70\u306e\u9332\u97f3\uff08\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\uff09\u3068\u53c2\u7167\u8cc7\u6599\uff08PDF\uff09\u3092\u5408\u308f\u305b\u3066\u5206\u6790\u3057\u3001\n\u4ee5\u4e0b\u3092\u51fa\u529b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n1. 3\u5206\u4ee5\u5185\u3067\u8aad\u3081\u308b\u8b70\u4e8b\u9332\u30c6\u30ad\u30b9\u30c8\n2. \u6c7a\u5b9a\u4e8b\u9805\u3068\u6b21\u306e\u30a2\u30af\u30b7\u30e7\u30f3\u30a2\u30a4\u30c6\u30e0\u4e00\u89a7\n3. \u8b70\u8ad6\u304c\u7d1b\u7cfe\u3057\u305f\u30dd\u30a4\u30f3\u30c8\u3068\u305d\u306e\u89e3\u6c7a\u7b56\n```\n\n---\n\n## 8. Daily Brief\n\n### 8.1 \u6982\u8981\n\nDaily Brief\u306f\u3001\u305d\u306e\u65e5\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3084\u72b6\u6cc1\u306b\u57fa\u3065\u3044\u3066\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u4e00\u65e5\u306e\u6982\u8981\u3092\u63d0\u4f9b\u3059\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u3067\u3059\u3002Google\u304c\u4ee5\u524d\u304b\u3089Google Labs\u3067\u5b9f\u9a13\u3057\u3066\u3044\u305f\u3082\u306e\u304c\u3001\u672c\u683c\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u5b9f\u88c5\u3055\u308c\u307e\u3057\u305f\u3002I/O\u5f53\u65e5\u304b\u3089\u7c73\u56fd\u306eGoogle AI Plus\u30fbPro\u30fbUltra\u52a0\u5165\u8005\u306b\u9806\u6b21\u63d0\u4f9b\u958b\u59cb\u3067\u3059\u3002\n\n### 8.2 \u5f93\u6765\u306e\u300c\u307e\u3068\u3081\u6a5f\u80fd\u300d\u3068\u306e\u9055\u3044\n\n\u5f93\u6765\u306eAI\u304c\u63d0\u4f9b\u3059\u308b\u30c0\u30a4\u30b8\u30a7\u30b9\u30c8\u6a5f\u80fd\u3068\u6700\u5927\u306e\u9055\u3044\u306f\u3001Daily Brief\u306f\u305f\u3060\u307e\u3068\u3081\u308b\u3060\u3051\u3067\u306a\u304fAI\u304c\u80fd\u52d5\u7684\u306b**\u512a\u5148\u9806\u4f4d\u4ed8\u3051\u30fb\u6574\u7406\u30fb\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u63d0\u6848**\u3092\u884c\u3046\u70b9\u3067\u3059\u3002\n\n| \u5f93\u6765\u306e\u307e\u3068\u3081\u6a5f\u80fd | Daily Brief |\n|----------------|------------|\n| \u53d7\u4fe1\u30e1\u30fc\u30eb\u3092\u6642\u7cfb\u5217\u3067\u8868\u793a | \u91cd\u8981\u5ea6\u30fb\u7dca\u6025\u5ea6\u3067\u512a\u5148\u9806\u4f4d\u4ed8\u3051 |\n| \u30ab\u30ec\u30f3\u30c0\u30fc\u306e\u30a4\u30d9\u30f3\u30c8\u3092\u7f85\u5217 | \u79fb\u52d5\u6642\u9593\u30fb\u6e96\u5099\u3092\u8003\u616e\u3057\u305f\u884c\u52d5\u63d0\u6848 |\n| \u60c5\u5831\u306e\u7f85\u5217 | \u300c\u4f55\u3092\u6700\u521d\u306b\u3084\u308b\u3079\u304d\u304b\u300d\u306e\u6307\u793a |\n| \u624b\u52d5\u3067\u30c8\u30ea\u30ac\u30fc | \u6bce\u671d\u81ea\u52d5\u751f\u6210 |\n\n### 8.3 Daily Brief\u304c\u53c2\u7167\u3059\u308b\u60c5\u5831\u6e90\n\n- Gmail\uff08\u91cd\u8981\u30e1\u30fc\u30eb\u30fb\u8fd4\u4fe1\u5f85\u3061\uff09\n- Google Calendar\uff08\u4eca\u65e5\u30fb\u660e\u65e5\u306e\u30a4\u30d9\u30f3\u30c8\uff09\n- Google Tasks\uff08\u7de0\u5207\u304c\u8fd1\u3044\u30bf\u30b9\u30af\uff09\n- Google Drive\uff08\u6700\u8fd1\u30a2\u30af\u30bb\u30b9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\uff09\n- \u5929\u6c17\u30fb\u4ea4\u901a\u60c5\u5831\uff08\u5916\u51fa\u4e88\u5b9a\u304c\u3042\u308b\u5834\u5408\uff09\n- \uff08Spark\u9023\u643a\u5f8c\uff09\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30a2\u30d7\u30ea\u306e\u30c7\u30fc\u30bf\n\n### 8.4 \u30a2\u30a6\u30c8\u30d7\u30c3\u30c8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\n\nDaily Brief\u306f\u97f3\u58f0\u30fb\u30c6\u30ad\u30b9\u30c8\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30ab\u30fc\u30c9\u306e\u3044\u305a\u308c\u304b\u306e\u5f62\u5f0f\u3067\u53d7\u3051\u53d6\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff1a\n\n- **\u97f3\u58f0\u5f62\u5f0f**: \u901a\u52e4\u4e2d\u306b\u8033\u3067\u8074\u304f\uff08Gemini Live\u3068\u9023\u643a\uff09\n- **\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f**: \u671d\u30a4\u30c1\u306eSlack\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u3088\u3046\u306b\u6d41\u308c\u3092\u78ba\u8a8d\n- **\u30ab\u30fc\u30c9\u5f62\u5f0f**: Neural Expressive\u30c7\u30b6\u30a4\u30f3\u3067\u3001\u30bf\u30c3\u30d7\u3057\u3066\u8a73\u7d30\u3092\u78ba\u8a8d\u3067\u304d\u308bUI\n\n### 8.5 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u671d\u306e\u751f\u7523\u6027\u6700\u5927\u5316**\n\u6bce\u671d\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3092\u958b\u3044\u305f\u3068\u304d\u3001\u305d\u306e\u65e5\u3084\u308b\u3079\u304d\u3053\u3068\u306eTOP3\u3068\u63a8\u5968\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u300c\u4eca\u65e5\u306e\u6700\u512a\u5148\u4e8b\u9805\u306f\u7530\u4e2d\u3055\u3093\u3078\u306e\u63d0\u6848\u66f8\uff0813\u6642\u7de0\u5207\uff09\u300d\u3068\u3044\u3046\u5177\u4f53\u7684\u306a\u6307\u793a\u306b\u3088\u3063\u3066\u3001\u671d\u306e\u6642\u9593\u306e\u4f7f\u3044\u65b9\u304c\u5287\u7684\u306b\u6539\u5584\u3057\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f32: \u4f1a\u8b70\u524d\u6e96\u5099**\n30\u5206\u5f8c\u306b\u3042\u308b\u91cd\u8981\u306a\u4f1a\u8b70\u306e\u524d\u306b\u3001Daily Brief\u304c\u30a2\u30b8\u30a7\u30f3\u30c0\u306e\u78ba\u8a8d\u30fb\u524d\u56de\u306e\u8b70\u4e8b\u9332\u306e\u8981\u7d04\u30fb\u53c2\u52a0\u8005\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u30fb\u6e96\u5099\u3059\u3079\u304d\u8cea\u554f\u306e\u63d0\u6848\u3092\u307e\u3068\u3081\u3066\u63d0\u793a\u3057\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f33: \u51fa\u5f35\u30fb\u5916\u51fa\u306e\u7ba1\u7406**\n\u5916\u51fa\u304c\u5165\u3063\u3066\u3044\u308b\u65e5\u306f\u3001\u5929\u6c17\u30fb\u4ea4\u901a\u60c5\u5831\u30fb\u51fa\u767a\u6642\u523b\u306e\u63a8\u5968\u3092\u542b\u3080\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u3092\u751f\u6210\u3057\u307e\u3059\u3002\n\n**\u30b7\u30fc\u30f34: \u9031\u660e\u3051\u306e\u30ad\u30e3\u30c3\u30c1\u30a2\u30c3\u30d7**\n\u6708\u66dc\u65e5\u306e\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u306f\u7279\u5225\u306b\u62e1\u5f35\u3055\u308c\u3001\u5148\u9031\u306e\u672a\u89e3\u6c7a\u4e8b\u9805\u30fb\u4eca\u9031\u306e\u91cd\u8981\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u30fb\u7a4d\u307f\u6b8b\u3057\u306e\u30e1\u30fc\u30eb\u8fd4\u4fe1\u3092\u4e00\u89a7\u5316\u3057\u307e\u3059\u3002\n\n### 8.6 \u8a2d\u5b9a\u30fb\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**Daily Brief\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u8a2d\u5b9a**\n```\n\u79c1\u306eDaily Brief\u3092\u4ee5\u4e0b\u306e\u8a2d\u5b9a\u306b\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u751f\u6210\u30bf\u30a4\u30df\u30f3\u30b0\uff1a\u6bce\u671d7:00\uff08JST\uff09\n\u5f62\u5f0f\uff1a\u97f3\u58f0 + \u30c6\u30ad\u30b9\u30c8\u4e21\u65b9\n\u91cd\u70b9\u9805\u76ee\uff1a\n1. \u7de0\u5207\u304c\u672c\u65e5\u30fb\u7fcc\u65e5\u306e\u30bf\u30b9\u30af\u3092\u6700\u512a\u5148\n2. \u672a\u8fd4\u4fe1\u30e1\u30fc\u30eb\uff0824\u6642\u9593\u4ee5\u5185\uff09\n3. \u4eca\u65e5\u306e\u4f1a\u8b70\u30ea\u30b9\u30c8\uff08\u79fb\u52d5\u6642\u9593\u3082\u542b\u3080\uff09\n\u9664\u5916\uff1a\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u30e1\u30fc\u30eb\u3001\u30cb\u30e5\u30fc\u30b9\u30ec\u30bf\u30fc\n\u8a00\u8a9e\uff1a\u65e5\u672c\u8a9e\n\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u6642\u9593\uff1a3\u5206\u4ee5\u5185\n```\n\n---\n\n## 9. Gemini\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u5f37\u5316\n\n### 9.1 \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u306e\u73fe\u72b6\u3068\u5f37\u5316\n\nGemini\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u306fmacOS\u30fbWindows\u3067\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001\u4eca\u56de\u306eI/O\u3067\u5927\u5e45\u306a\u6a5f\u80fd\u62e1\u5f35\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002Neural Expressive\u30c7\u30b6\u30a4\u30f3\u3078\u306e\u5237\u65b0\u306f\u5f53\u65e5\u304b\u3089\u9069\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u30e2\u30d0\u30a4\u30eb\u3068\u540c\u7b49\u306e\u8c4a\u304b\u306a\u8868\u73fe\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\n\n### 9.2 Spark\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u7d71\u5408\uff082026\u5e74\u590f\u4e88\u5b9a\uff09\n\n\u6700\u5927\u306e\u65b0\u6a5f\u80fd\u306f**Gemini Spark\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3078\u306e\u7d71\u5408**\u3067\u3059\u3002Mac\u7248\u30a2\u30d7\u30ea\u306bSpark\u304c\u642d\u8f09\u3055\u308c\u308b\u3068\uff1a\n\n- **\u30ed\u30fc\u30ab\u30eb\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9**: \u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u76f4\u63a5\u64cd\u4f5c\n- **\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u81ea\u52d5\u5316**: \u30a2\u30d7\u30ea\u3092\u6a2a\u65ad\u3057\u305f\u4f5c\u696d\u3092\u81ea\u52d5\u5b9f\u884c\n- **\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8**: macOS\u306e\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8\u306b\u8fd1\u3044\u5f62\u3067\u30b7\u30b9\u30c6\u30e0\u30ec\u30d9\u30eb\u306e\u64cd\u4f5c\u304c\u53ef\u80fd\n\n### 9.3 Gemini Live \u306e\u9032\u5316\n\n\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3067\u306eGemini Live\u3082\u5f37\u5316\u3055\u308c\u307e\u3059\uff1a\n\n- **\u753b\u9762\u5171\u6709\u6a5f\u80fd**: \u73fe\u5728\u753b\u9762\u306b\u8868\u793a\u3055\u308c\u3066\u3044\u308b\u3082\u306e\u306b\u3064\u3044\u3066Gemini\u3068\u4f1a\u8a71\n- **\u30d5\u30a1\u30a4\u30eb\u53c2\u7167\u3057\u306a\u304c\u3089\u4f1a\u8a71**: \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u958b\u304d\u306a\u304c\u3089\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u8cea\u554f\n- **\u30a4\u30f3\u30e9\u30a4\u30f3\u8868\u793a**: \u30d5\u30eb\u30b9\u30af\u30ea\u30fc\u30f3\u4e0d\u8981\u3067\u4f1a\u8a71\u7d99\u7d9a\n\n### 9.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u652f\u63f4**\n\u30d6\u30ed\u30b0\u30fb\u30ec\u30dd\u30fc\u30c8\u30fb\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u3092\u66f8\u304d\u306a\u304c\u3089\u3001\u753b\u9762\u5171\u6709\u3067Gemini\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u6c42\u3081\u308b\u3002\u300c\u4eca\u66f8\u3044\u3066\u3044\u308b\u3053\u306e\u6bb5\u843d\u3001\u3082\u3063\u3068\u8aac\u5f97\u529b\u3092\u6301\u305f\u305b\u308b\u306b\u306f\uff1f\u300d\n\n**\u30b7\u30fc\u30f32: \u30b3\u30fc\u30c9\u30ec\u30d3\u30e5\u30fc**\nIDE\u3092\u958b\u304d\u306a\u304c\u3089Gemini\u3068\u4f1a\u8a71\u3057\u3001\u30b3\u30fc\u30c9\u306e\u554f\u984c\u70b9\u3092\u6307\u6458\u3057\u3066\u3082\u3089\u3046\u3002VSCode\u306e\u62e1\u5f35\u6a5f\u80fd\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u304c\u6df1\u307e\u308b\u3002\n\n**\u30b7\u30fc\u30f33: \u30d7\u30ec\u30bc\u30f3\u6e96\u5099**\n\u30b9\u30e9\u30a4\u30c9\u3092\u898b\u306a\u304c\u3089\u300c\u3053\u306e\u30b9\u30e9\u30a4\u30c9\u306e\u8aac\u660e\u304c\u5f31\u3044\u300d\u300c\u7af6\u5408\u3068\u306e\u6bd4\u8f03\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u3079\u304d\u300d\u3068\u3044\u3063\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53d7\u3051\u53d6\u308b\u3002\n\n---\n\n## 10. Antigravity 2.0\n\n### 10.1 \u6982\u8981\n\nGoogle Antigravity\u306f\u3001Google\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30a1\u30fc\u30b9\u30c8\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u30022.0\u3067\u306f\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea\u3068\u3057\u3066\u751f\u307e\u308c\u5909\u308f\u308a\u3001\u5358\u306a\u308b\u30b3\u30fc\u30c9\u88dc\u5b8c\u30c4\u30fc\u30eb\u3092\u8d85\u3048\u305f\u300c\u30a2\u30a4\u30c7\u30a2\u3092\u672c\u756a\u74b0\u5883\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u5c4a\u3051\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300d\u3068\u3057\u3066\u518d\u8a2d\u8a08\u3055\u308c\u307e\u3057\u305f\u3002I/O 2026\u3067\u306e\u767a\u8868\u5185\u5bb9\u306f\u3001\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u5927\u304d\u306a\u885d\u6483\u3092\u4e0e\u3048\u307e\u3057\u305f\u3002\n\nGoogle\u306f\u30c7\u30e2\u3067\u300cAntigravity 2.0\u3067\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u309212\u6642\u9593\u3067\u4f5c\u6210\u3057\u305f\u300d\u3068\u767a\u8868\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u99c6\u52d5\u958b\u767a\u306e\u53ef\u80fd\u6027\u3092\u9bae\u70c8\u306b\u793a\u3057\u307e\u3057\u305f\u3002\n\n### 10.2 \u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\n\n**Antigravity 2.0\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u30a2\u30d7\u30ea**\n- \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u6838\u5fc3\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u30a2\u30d7\u30ea\n- Google AI Studio\u304b\u3089Antigravity\u3078\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u79fb\u884c\n- Android\u30a2\u30d7\u30ea\u958b\u767a: \u30d7\u30ed\u30f3\u30d7\u30c8\u3060\u3051\u3067\u9ad8\u54c1\u8cea\u306aAndroid\u30a2\u30d7\u30ea\u3092\u751f\u6210\n- \u30d3\u30b8\u30e5\u30a2\u30eb\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u8a2d\u8a08\n\n**Antigravity CLI**\n```bash\n# Antigravity CLI\u306e\u57fa\u672c\u30b3\u30de\u30f3\u30c9\u4f8b\nantigravity init my-project --template=next-app\nantigravity agent create --name=email-processor --trigger=gmail\nantigravity deploy --env=production\nantigravity agent list\nantigravity logs --agent=email-processor --tail=100\n```\n\n**Antigravity SDK**\n```python\n# Python SDK\u306b\u3088\u308b\u30de\u30cd\u30fc\u30b8\u30c9\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f8b\nfrom antigravity import Agent, Tool, WorkspaceIntegration\n\n# Gmail\u51e6\u7406\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9a\u7fa9\nemail_agent = Agent(\n    name=\"email_prioritizer\",\n    model=\"gemini-3.5-flash\",\n    description=\"\u91cd\u8981\u30e1\u30fc\u30eb\u3092\u81ea\u52d5\u5206\u985e\u30fb\u8fd4\u4fe1\u6848\u3092\u751f\u6210\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\",\n    tools=[\n        Tool.gmail_read(),\n        Tool.gmail_send(),\n        Tool.calendar_check(),\n    ],\n    integrations=[\n        WorkspaceIntegration.gmail(\n            scopes=[\"read\", \"send\"],\n            filters={\"from\": \"@important-client.com\"}\n        )\n    ]\n)\n\n# \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9f\u884c\nresult = await email_agent.run(\n    trigger=\"new_email\",\n    instructions=\"\"\"\n    \u53d7\u4fe1\u3057\u305f\u30e1\u30fc\u30eb\u3092\u4ee5\u4e0b\u306e\u57fa\u6e96\u3067\u51e6\u7406\u3057\u3066\u304f\u3060\u3055\u3044:\n    1. \u7dca\u6025\u5ea6\uff08\u9ad8/\u4e2d/\u4f4e\uff09\u3092\u5224\u65ad\n    2. \u8fd4\u4fe1\u304c\u5fc5\u8981\u306a\u5834\u5408\u3001\u8349\u7a3f\u3092\u4f5c\u6210\n    3. \u30ab\u30ec\u30f3\u30c0\u30fc\u3068\u306e\u6574\u5408\u3092\u78ba\u8a8d\n    \"\"\"\n)\n```\n\n**Gemini API\u4e0a\u306eManaged Agents**\n\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7ba1\u7406\u30fb\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u305f\u3081\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3002\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30fb\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30fb\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u304cGoogle\u306e\u30a4\u30f3\u30d5\u30e9\u3067\u5b8c\u7d50\u3057\u307e\u3059\u3002\n\n**Gemini Enterprise Agent Platform**\n\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9f\u884c\u74b0\u5883\u3002SOC 2\u30fbISO 27001\u6e96\u62e0\u3002\n\n### 10.3 Google Workspace\u3068\u306e\u76f4\u63a5\u9023\u643a\n\nAntigravity\u304b\u3089\u69cb\u7bc9\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001Google Workspace\u306e\u5404API\u3092**\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u547c\u3073\u51fa\u305b\u308b**\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\n\n```python\n# Workspace\u9023\u643a\u306e\u4f8b\uff1aSheets\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u751f\u6210\nfrom antigravity.workspace import Sheets, Docs, Drive\n\ndashboard_agent = Agent(\n    name=\"quarterly_dashboard\",\n    tools=[\n        Sheets.read(spreadsheet_id=\"YOUR_SHEET_ID\"),\n        Docs.create(),\n        Drive.share()\n    ]\n)\n\n# \u56db\u534a\u671f\u30ec\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u751f\u6210\u30fb\u914d\u5e03\nawait dashboard_agent.run(\"\"\"\nQ3\u306e\u58f2\u4e0a\u30c7\u30fc\u30bf\uff08Sheets\uff09\u3092\u5206\u6790\u3057\u3001\nKPI\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\uff08Docs\uff09\u3092\u4f5c\u6210\u3057\u3001\n\u7d4c\u55b6\u9663\u306e\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9\u3078\u5171\u6709\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\"\"\")\n```\n\n### 10.4 Google AI Studio \u2192 Antigravity\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u79fb\u884c\n\n```\n[AI Studio \u3067\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u4f5c\u6210]\n       \u2193 \u30ef\u30f3\u30af\u30ea\u30c3\u30af\n[Antigravity \u3078\u5168\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u79fb\u884c]\n       \u2193\n[\u30ed\u30fc\u30ab\u30eb\u958b\u767a\u30fb\u30c6\u30b9\u30c8]\n       \u2193\n[\u672c\u756a\u30c7\u30d7\u30ed\u30a4]\n```\n\n### 10.5 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: SaaS\u30d7\u30ed\u30c0\u30af\u30c8\u306e\u7206\u901f\u958b\u767a**\n\u30a2\u30a4\u30c7\u30a2\u3092AI Studio\u3067\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3057\u3001Antigravity\u3067\u672c\u756a\u54c1\u8cea\u306b\u78e8\u304d\u4e0a\u3052\u3001Vercel\u306a\u3069\u306b\u30c7\u30d7\u30ed\u30a4\u3002\u5f93\u6765\u306e\u958b\u767a\u30b5\u30a4\u30af\u30eb\u3092\u6570\u5206\u306e\u4e00\u306b\u77ed\u7e2e\u3002\n\n**\u30b7\u30fc\u30f32: \u793e\u5185\u696d\u52d9\u81ea\u52d5\u5316\u30c4\u30fc\u30eb**\nWorkspace\u3068\u9023\u643a\u3057\u305f\u30ab\u30b9\u30bf\u30e0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3001\u793e\u5185\u306e\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30c7\u30fc\u30bf\u96c6\u8a08\u30fb\u901a\u77e5\u306a\u3069\u3092\u81ea\u52d5\u5316\u3002\n\n**\u30b7\u30fc\u30f33: Android\u30a2\u30d7\u30ea\u306e\u6c11\u4e3b\u5316**\n\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7d4c\u9a13\u304c\u6d45\u3044\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u3067\u3082\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u6307\u793a\u3059\u308b\u3060\u3051\u3067Android\u30a2\u30d7\u30ea\u3092\u4f5c\u6210\u30fb\u516c\u958b\u3067\u304d\u308b\u3002\n\n---\n\n## 11. Google AI Studio \u00d7 Google Workspace \u7d71\u5408\n\n### 11.1 \u6982\u8981\n\nGoogle AI Studio\u306fAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306eIDE\u3067\u3059\u3002\u4eca\u56de\u306eI/O\u3067\u6700\u5927\u306e\u5909\u5316\u306f\u3001**Google Workspace\u306e\u30c7\u30fc\u30bf\u306bAI Studio\u304b\u3089\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b**\u3088\u3046\u306b\u306a\u3063\u305f\u3053\u3068\u3067\u3059\u3002\n\n### 11.2 \u4e3b\u8981\u306a\u7d71\u5408\u6a5f\u80fd\n\n**Sheets\u3078\u306e\u30a2\u30af\u30bb\u30b9**\n```javascript\n// AI Studio\u5185\u3067Sheets\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u30af\u30a8\u30ea\nconst salesData = await workspace.sheets.query({\n  spreadsheetId: 'SHEET_ID',\n  range: 'A1:Z100',\n  filter: { quarter: 'Q3_2026' }\n});\n\n// Gemini API\u3067\u30c7\u30fc\u30bf\u3092\u5206\u6790\nconst analysis = await gemini.analyze(salesData, {\n  prompt: '\u7570\u5e38\u5024\u3068\u50be\u5411\u5206\u6790\u3092\u884c\u3044\u3001\u30a2\u30af\u30b7\u30e7\u30f3\u53ef\u80fd\u306a\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3057\u3066\u304f\u3060\u3055\u3044'\n});\n```\n\n**Drive\u306e\u6d3b\u7528**\n\u30c1\u30fc\u30e0\u5168\u4f53\u304c\u4f7f\u7528\u3059\u308bGoogle\u30c9\u30e9\u30a4\u30d6\u5185\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30fb\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u30fbPDF\u7fa4\u3092\u6a2a\u65ad\u7684\u306b\u691c\u7d22\u30fb\u6d3b\u7528\u3059\u308b\u30a2\u30d7\u30ea\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\n\n**Docs\u30fbSlides\u3078\u306e\u66f8\u304d\u51fa\u3057**\n\u5206\u6790\u7d50\u679c\u3084\u751f\u6210\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u76f4\u63a5Docs\u306b\u66f8\u304d\u8fbc\u3093\u3060\u308a\u3001Slides\u306e\u30d7\u30ec\u30bc\u30f3\u8cc7\u6599\u3068\u3057\u3066\u51fa\u529b\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002\n\n### 11.3 Google AI Studio\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\n\n\u30d7\u30ec\u30ec\u30b8\u30b9\u30c8\u53d7\u4ed8\u304c\u958b\u59cb\u3055\u308c\u305fGoogle AI Studio\u306e\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u306b\u3088\u308a\u3001\u5916\u51fa\u5148\u3067\u30a2\u30a4\u30c7\u30a2\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3001\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u306b\u623b\u3063\u305f\u3068\u304d\u306b\u306f\u52d5\u4f5c\u3059\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3001\u3068\u3044\u3046\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002\n\n### 11.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u7d4c\u55b6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u81ea\u52d5\u5316**\n\u8907\u6570\u306eGoogle\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u3092\u7d71\u5408\u3057\u3001\u81ea\u52d5\u66f4\u65b0\u3055\u308c\u308b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092AI Studio\u3067\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u2192Antigravity\u3067\u672c\u756a\u5316\u3002\n\n**\u30b7\u30fc\u30f32: \u793e\u5185\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9Q&A**\nGoogle Drive\u5185\u306e\u793e\u5185\u6587\u66f8\u3092RAG\u306e\u30bd\u30fc\u30b9\u3068\u3057\u3001\u300c\u3053\u306e\u88fd\u54c1\u306e\u8fd4\u54c1\u30dd\u30ea\u30b7\u30fc\u306f\uff1f\u300d\u3068\u3044\u3063\u305f\u8cea\u554f\u306b\u7b54\u3048\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u69cb\u7bc9\u3002\n\n**\u30b7\u30fc\u30f33: \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb**\nGoogle Sheets\u306e\u30bf\u30b9\u30af\u30ea\u30b9\u30c8\u3001Calendar\u306e\u4f1a\u8b70\u3001Gmail\u306e\u3084\u308a\u3068\u308a\u3092AI\u304c\u7d71\u5408\u3057\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5065\u5168\u6027\u3092\u53ef\u8996\u5316\u3059\u308b\u30c4\u30fc\u30eb\u3002\n\n---\n\n## 12. Android XR \u30b9\u30de\u30fc\u30c8\u30a2\u30a4\u30a6\u30a7\u30a2\n\n### 12.1 \u6982\u8981\n\nGoogle I/O 2026\u306b\u304a\u3044\u3066\u3001Google\u306fSamsung\u3068\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u30d6\u30e9\u30f3\u30c9\uff08Gentle Monster\u30fbWarby Parker\uff09\u3068\u306e\u5354\u696d\u3067\u3001Android XR\u3092\u642d\u8f09\u3057\u305f\u30b9\u30de\u30fc\u30c8\u30a2\u30a4\u30a6\u30a7\u30a2\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u30022026\u5e74\u79cb\u306e\u767a\u58f2\u4e88\u5b9a\u3067\u3001AI\u6a5f\u80fd\u3068\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u6027\u3092\u4e21\u7acb\u3055\u305b\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002\n\n### 12.2 2\u7a2e\u985e\u306e\u30a2\u30a4\u30a6\u30a7\u30a2\n\n**1. \u30aa\u30fc\u30c7\u30a3\u30aa\u30b0\u30e9\u30b9\uff08\u5148\u884c\u767a\u58f2\uff09**\n- \u898b\u305f\u76ee\u306f\u901a\u5e38\u306e\u30e1\u30ac\u30cd\u3068\u5909\u308f\u3089\u306a\u3044\n- \u30b9\u30d4\u30fc\u30ab\u30fc\u304c\u5185\u8535\u3055\u308c\u3001Gemini\u306e\u56de\u7b54\u3092\u8033\u3067\u8074\u304f\n- \u30ab\u30e1\u30e9\u306a\u3057\n- \u30d0\u30c3\u30c6\u30ea\u30fc\u6301\u7d9a\u6642\u9593\u304c\u9577\u3044\n- 2026\u5e74\u79cb\u306b\u6700\u521d\u306b\u767a\u58f2\n\n**2. \u30c7\u30a3\u30b9\u30d7\u30ec\u30a4\u30b0\u30e9\u30b9\uff08\u5f8c\u7d9a\uff09**\n- \u5fc5\u8981\u306a\u60c5\u5831\u3092\u8996\u91ce\u306b\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u8868\u793a\n- AR\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u30fb\u7ffb\u8a33\u30fb\u60c5\u5831\u691c\u7d22\u304c\u8996\u91ce\u5185\u3067\u5b8c\u7d50\n- \u9ad8\u5ea6\u306a\u30aa\u30d7\u30c6\u30a3\u30af\u30b9\u6280\u8853\u304c\u5fc5\u8981\u306a\u305f\u3081\u5f8c\u767a\n\n### 12.3 Gemini\u9023\u643a\u6a5f\u80fd\n\n**\u898b\u3066\u3044\u308b\u3082\u306e\u306b\u3064\u3044\u3066\u8cea\u554f**\n```\n[\u524d\u3092\u5411\u3044\u305f\u307e\u307e\u3067\u97f3\u58f0\u64cd\u4f5c]\n\u30e6\u30fc\u30b6\u30fc: \u300c\u3053\u306e\u30ec\u30b9\u30c8\u30e9\u30f3\u3001\u8a55\u5224\u306f\u3069\u3046\uff1f\u300d\nGemini: \u300cGoogle\u8a55\u4fa14.3\u70b9\u3001\u30b3\u30b9\u30d1\u25ce\u306e\u30a4\u30bf\u30ea\u30a2\u30f3\u3002\n\u4eba\u6c17\u30e1\u30cb\u30e5\u30fc\u306f\u30ab\u30eb\u30dc\u30ca\u30fc\u30e9\u3067\u3001\u4e88\u7d04\u306f\u63a8\u5968\u3067\u3059\u3002\u300d\n```\n\n**\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3**\n- \u73fe\u5728\u5730\u3068\u5411\u3044\u3066\u3044\u308b\u65b9\u5411\u3092\u628a\u63e1\u3057\u305f\u4e0a\u3067\u306e\u30bf\u30fc\u30f3\u30d0\u30a4\u30bf\u30fc\u30f3\u30ca\u30d3\n- \u300c\u6b21\u306e\u4ea4\u5dee\u70b9\u3092\u53f3\u300d\u3068\u3044\u3046\u97f3\u58f0\u30ac\u30a4\u30c9\u304cAR\u8868\u793a\u3068\u540c\u671f\n\n**\u30c6\u30ad\u30b9\u30c8\u7ffb\u8a33**\n- \u8996\u91ce\u5185\u306e\u30c6\u30ad\u30b9\u30c8\uff08\u770b\u677f\u30fb\u30e1\u30cb\u30e5\u30fc\u306a\u3069\uff09\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u7ffb\u8a33\n- \u7ffb\u8a33\u7d50\u679c\u3092\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u8868\u793a or \u97f3\u58f0\u3067\u8aad\u307f\u4e0a\u3052\n\n**\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u652f\u63f4**\n- \u30cf\u30f3\u30ba\u30d5\u30ea\u30fc\u3067\u901a\u8a71\u30fb\u30e1\u30c3\u30bb\u30fc\u30b8\u7ba1\u7406\n- Gemini\u304c\u4e0d\u5728\u7740\u4fe1\u3084\u672a\u8aad\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u97f3\u58f0\u3067\u8981\u7d04\n\n**Galaxy\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u9023\u643a\uff08Samsung\u7248\uff09**\n- \u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u306e\u30ab\u30e1\u30e9\u64cd\u4f5c\n- Galaxy Watch / Home\u3068\u306e\u9023\u643a\n\n### 12.4 \u60f3\u5b9a\u3055\u308c\u308b\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u5411\u3051**\n- \u73fe\u5834\u4f5c\u696d\u8005\uff1a\u76ee\u306e\u524d\u306e\u6a5f\u5668\u306b\u3064\u3044\u3066\u300c\u6545\u969c\u30b3\u30fc\u30c9XX2\u306f\u3069\u3046\u5bfe\u51e6\uff1f\u300d\u3068\u8cea\u554f\u3057\u306a\u304c\u3089\u4e21\u624b\u3092\u4f7f\u3063\u305f\u4f5c\u696d\u3092\u7d99\u7d9a\n- \u55b6\u696d\u30d1\u30fc\u30bd\u30f3\uff1a\u5546\u8ac7\u76f8\u624b\u306e\u540d\u523a\u3092\u898b\u306a\u304c\u3089\u300c\u3053\u306e\u4f1a\u793e\u306e\u6700\u65b0\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u306f\uff1f\u300d\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u78ba\u8a8d\n- \u533b\u7642\u5f93\u4e8b\u8005\uff1a\u60a3\u8005\u306e\u9854\u3092\u898b\u306a\u304c\u3089\u96fb\u5b50\u30ab\u30eb\u30c6\u306e\u30b5\u30de\u30ea\u30fc\u3092AR\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4\u8868\u793a\uff08\u5c06\u6765\u7684\uff09\n\n**\u4e00\u822c\u30e6\u30fc\u30b6\u30fc\u5411\u3051**\n- \u89b3\u5149\uff1a\u8a2a\u308c\u305f\u5efa\u7269\u30fb\u6599\u7406\u30fb\u690d\u7269\u306b\u3064\u3044\u3066\u5373\u5ea7\u306b\u60c5\u5831\u53d6\u5f97\n- \u8a9e\u5b66\u5b66\u7fd2\uff1a\u5916\u56fd\u8a9e\u306e\u770b\u677f\u30fb\u4f1a\u8a71\u306e\u7ffb\u8a33\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\n- \u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\uff1a\u5546\u54c1\u306e\u30d0\u30fc\u30b3\u30fc\u30c9\u30b9\u30ad\u30e3\u30f3\u3067\u4fa1\u683c\u6bd4\u8f03\u30fb\u30ec\u30d3\u30e5\u30fc\u78ba\u8a8d\n\n---\n\n## 13. Google Flow 2.0\n\n### 13.1 \u6982\u8981\n\nGoogle Flow\u306fAI\u3092\u6d3b\u7528\u3057\u305f\u52d5\u753b\u751f\u6210\u30fb\u7de8\u96c6\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u4eca\u56de\u306eI/O\u3067\u5927\u5e45\u306a\u6a5f\u80fd\u62e1\u5f35\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\u300cFlow 2.0\u300d\u3067\u306f\u3001Gemini Omni\u306e\u7d71\u5408\u30fbAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u591a\u91cd\u30a2\u30af\u30b7\u30e7\u30f3\u30fbFlow Tools\u3068\u3044\u3046\u30ab\u30b9\u30bf\u30e0\u30c4\u30fc\u30eb\u6a5f\u80fd\u30fb\u97f3\u697d\u751f\u6210\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\n\n### 13.2 Gemini Omni\u7d71\u5408\n\nFlow\u5185\u3067Gemini Omni\u304c\u5229\u7528\u53ef\u80fd\u306b\u306a\u308b\u3053\u3068\u3067\uff1a\n- \u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u65b0\u3057\u3044\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u30fb\u8981\u7d20\u3092\u751f\u6210\u3057\u52d5\u753b\u306b\u633f\u5165\n- \u65e2\u5b58\u306e\u30b7\u30fc\u30f3\u3092\u5225\u306e\u30b9\u30bf\u30a4\u30eb\u306b\u5909\u63db\n- \u97f3\u58f0\u30fb\u753b\u50cf\u30fb\u30c6\u30ad\u30b9\u30c8\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u52d5\u753b\u5236\u4f5c\u304c\u53ef\u80fd\n\n### 13.3 AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u591a\u91cd\u30a2\u30af\u30b7\u30e7\u30f3\n\n\u5f93\u6765\u306f1\u30b9\u30c6\u30c3\u30d7\u305a\u3064\u884c\u3063\u3066\u3044\u305f\u52d5\u753b\u7de8\u96c6\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u3063\u3066\u4e26\u884c\u51e6\u7406\u3055\u308c\u307e\u3059\uff1a\n\n```\n\u5358\u4e00\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u306e\u591a\u91cd\u5b9f\u884c\u4f8b:\n\n\u5165\u529b: \"\u3053\u306e1\u679a\u306e\u5199\u771f\u304b\u3089\u30013\u3064\u306e\u7570\u306a\u308b\u30ab\u30e1\u30e9\u30a2\u30f3\u30b0\u30eb\u3067\n      \u52d5\u304f\u6620\u50cf\u30af\u30ea\u30c3\u30d7\u3092\u751f\u6210\u3057\u3001\u305d\u308c\u305e\u308c\u306bBGM\u3092\u4ed8\u3051\u3066\n      \u7e26\u578b\u30fb\u6a2a\u578b\u30fb\u6b63\u65b9\u5f62\u306e3\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3066\u304f\u3060\u3055\u3044\"\n\nAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u540c\u6642\u5b9f\u884c:\n\u251c\u2500\u2500 \u30af\u30ea\u30c3\u30d7A\uff08\u6b63\u9762\u30a2\u30f3\u30b0\u30eb\uff09\u751f\u6210\n\u251c\u2500\u2500 \u30af\u30ea\u30c3\u30d7B\uff08\u659c\u308145\u5ea6\uff09\u751f\u6210  \n\u251c\u2500\u2500 \u30af\u30ea\u30c3\u30d7C\uff08\u4fef\u77b0\u8996\u70b9\uff09\u751f\u6210\n\u251c\u2500\u2500 \u5404\u30af\u30ea\u30c3\u30d7\u306bBGM\u8ffd\u52a0\n\u251c\u2500\u2500 \u7e26\u578b\uff089:16\uff09\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 \u00d7 3\n\u251c\u2500\u2500 \u6a2a\u578b\uff0816:9\uff09\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 \u00d7 3\n\u2514\u2500\u2500 \u6b63\u65b9\u5f62\uff081:1\uff09\u30a8\u30af\u30b9\u30dd\u30fc\u30c8 \u00d7 3\n```\n\n### 13.4 Flow Tools\uff08\u30ab\u30b9\u30bf\u30e0\u30c4\u30fc\u30eb\uff09\n\n\u958b\u767a\u8005\u304cFlow\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u30ab\u30b9\u30bf\u30e0\u30c4\u30fc\u30eb\u3092\u8ffd\u52a0\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\uff1a\n- \u81ea\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u306b\u57fa\u3065\u304f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u30c4\u30fc\u30eb\n- \u7279\u5b9a\u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u6620\u50cf\u30e9\u30a4\u30d6\u30e9\u30ea\u3078\u306e\u30a2\u30af\u30bb\u30b9\u30c4\u30fc\u30eb\n- \u52d5\u753b\u3092SNS\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306b\u76f4\u63a5\u6295\u7a3f\u3059\u308b\u30c4\u30fc\u30eb\n\n### 13.5 \u97f3\u697d\u751f\u6210\u6a5f\u80fd\n\n\u52d5\u753b\u306b\u5408\u308f\u305b\u305f\u30aa\u30ea\u30b8\u30ca\u30eb\u697d\u66f2\u3092AI\u304c\u751f\u6210\u3057\u307e\u3059\u3002\u65e2\u5b58\u306e\u97f3\u697d\u751f\u6210AI\u3068\u6bd4\u3079\u3001\u52d5\u753b\u306e**\u6620\u50cf\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u7406\u89e3\u3057\u3066**\u6700\u9069\u306aBGM\u3092\u4f5c\u6210\u3059\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u3002\n\n### 13.6 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30b7\u30e7\u30fc\u30c8\u30d5\u30a9\u30fc\u30e0\u52d5\u753b\u306e\u5927\u91cf\u751f\u6210**\nEC\u30b5\u30a4\u30c8\u304c\u5546\u54c1\u5199\u771f1\u679a\u304b\u3089\u8907\u6570\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306e\u52d5\u753b\u5e83\u544a\u3092\u81ea\u52d5\u751f\u6210\u3002\u5e83\u544a\u7d20\u6750\u5236\u4f5c\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u524a\u6e1b\u3002\n\n**\u30b7\u30fc\u30f32: \u30cb\u30e5\u30fc\u30b9\u30fb\u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6620\u50cf\u5316**\n\u30c6\u30ad\u30b9\u30c8\u8a18\u4e8b\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u89e3\u8aac\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u306e\u52d5\u753b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u81ea\u52d5\u751f\u6210\u3002\n\n**\u30b7\u30fc\u30f33: \u500b\u4eba\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306e\u5236\u4f5c\u52b9\u7387\u5316**\nYouTube\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u304cA\u30d5\u30c3\u30c6\u30fc\u30b8\uff08\u672c\u7de8\u6620\u50cf\uff09\u3092\u6e21\u3059\u3060\u3051\u3067\u3001B\u30ed\u30fc\u30eb\u30fbBGM\u30fb\u30c6\u30ad\u30b9\u30c8\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u304c\u81ea\u52d5\u751f\u6210\u3055\u308c\u308b\u3002\n\n### 13.7 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u5546\u54c1\u52d5\u753b\u306e\u81ea\u52d5\u751f\u6210**\n```\n\u4ee5\u4e0b\u306e\u5546\u54c1\u5199\u771f\uff083\u679a\uff09\u3092\u4f7f\u3063\u3066\u3001Instagram Reels\u5411\u3051\u306e\n15\u79d2\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u52d5\u753b\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u30b9\u30bf\u30a4\u30eb: \u30df\u30cb\u30de\u30eb\u3001\u30e2\u30c0\u30f3\n\u30c6\u30ad\u30b9\u30c8\u30aa\u30fc\u30d0\u30fc\u30ec\u30a4: \u5546\u54c1\u540d\u30fb\u4fa1\u683c\u30fb\u300c\u4eca\u3059\u3050\u8cfc\u5165\u300dCTA\nBGM: \u8efd\u5feb\u306a\u30dd\u30c3\u30d7\u7cfb\uff08\u8457\u4f5c\u6a29\u30d5\u30ea\u30fc\uff09\n\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: 9:16\u7e26\u578b\n\u30af\u30aa\u30ea\u30c6\u30a3: 1080p\u4ee5\u4e0a\n\n\u5404\u5199\u771f\u306f5\u79d2\u305a\u3064\u8868\u793a\u3057\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30ba\u30fc\u30e0\u30a4\u30f3\u30fb\u30a2\u30a6\u30c8\u3067\u52d5\u304d\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u4f8b2: \u6559\u80b2\u52d5\u753b\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u751f\u6210**\n```\n\u300c\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u57fa\u790e\u300d\u306b\u3064\u3044\u3066\u3001\n\u4ee5\u4e0b\u306e\u8981\u4ef6\u30673\u5206\u9593\u306e\u89e3\u8aac\u52d5\u753b\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u5bfe\u8c61: \u9ad8\u6821\u751f\u4ee5\u4e0a\u306e\u4e00\u822c\u8996\u8074\u8005\n\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3: \u65e5\u672c\u8a9e\u3001\u843d\u3061\u7740\u3044\u305f\u30c8\u30fc\u30f3\n\u30d3\u30b8\u30e5\u30a2\u30eb: \u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3067\u6982\u5ff5\u3092\u53ef\u8996\u5316\n\u5b57\u5e55: \u65e5\u672c\u8a9e\u5b57\u5e55\u81ea\u52d5\u8ffd\u52a0\n\u69cb\u6210:\n1. \u5c0e\u5165\uff0830\u79d2\uff09\n2. \u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3068\u306e\u9055\u3044\uff0860\u79d2\uff09\n3. \u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u4ed5\u7d44\u307f\uff0860\u79d2\uff09\n4. \u5b9f\u7528\u4f8b\uff0830\u79d2\uff09\n```\n\n---\n\n## 14. Stitch by Google\n\n### 14.1 \u6982\u8981\n\nStitch by Google\u306f\u3001Google\u306eFigma\u7af6\u5408\u30dd\u30b8\u30b7\u30e7\u30f3\u3068\u3082\u8a00\u3048\u308bAI\u30d5\u30a1\u30fc\u30b9\u30c8\u306e\u30c7\u30b6\u30a4\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4eca\u56de\u306eI/O\u3067\u306f\u300cStitch Agent\u300d\u3068\u547c\u3070\u308c\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8ffd\u52a0\u3055\u308c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5354\u50cd\u3057\u306a\u304c\u3089\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u8a2d\u8a08\u30fb\u8abf\u6574\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\n\n### 14.2 \u4e3b\u8981\u65b0\u6a5f\u80fd\n\n**\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30b3\u30e9\u30dc\u30ec\u30fc\u30c6\u30a3\u30d6\u30c7\u30b6\u30a4\u30f3\uff08Stitch Agent\uff09**\n\u30e6\u30fc\u30b6\u30fc\u304c\u30c6\u30ad\u30b9\u30c8\u3067\u6307\u793a\u3092\u51fa\u3059\u3068\u3001Stitch Agent\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30b6\u30a4\u30f3\u3092\u751f\u6210\u30fb\u4fee\u6b63\u3057\u307e\u3059\u3002\u300c\u3082\u3063\u3068\u30df\u30cb\u30de\u30eb\u306b\u300d\u300c\u30d8\u30c3\u30c0\u30fc\u3092\u5927\u304d\u304f\u300d\u300c\u30c0\u30fc\u30af\u30e2\u30fc\u30c9\u30d0\u30fc\u30b8\u30e7\u30f3\u3082\u4f5c\u3063\u3066\u300d\u3068\u3044\u3046\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u6307\u793a\u306b\u5fdc\u7b54\u3057\u307e\u3059\u3002\n\n**\u30e9\u30a4\u30d6\u30ea\u30d5\u30ed\u30fc**\n\u30ec\u30a4\u30a2\u30a6\u30c8\u3092\u30c9\u30e9\u30c3\u30b0\u3057\u306a\u304c\u3089\u3001AI\u304c\u305d\u308c\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u81ea\u52d5\u518d\u914d\u7f6e\u3002\u30ec\u30b9\u30dd\u30f3\u30b7\u30d6\u30c7\u30b6\u30a4\u30f3\u304c\u76f4\u611f\u7684\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\n\n**Antigravity\u3078\u306e\u30a8\u30af\u30b9\u30dd\u30fc\u30c8**\n\u30c7\u30b6\u30a4\u30f3\u3092\u30ef\u30f3\u30af\u30ea\u30c3\u30af\u3067Antigravity\u306b\u6301\u3061\u8fbc\u307f\u3001\u305d\u306e\u307e\u307e\u30b3\u30fc\u30c9\u5316\u2192\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059\u3002Figma\u304b\u3089\u306e\u76f4\u63a5\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3068\u6bd4\u3079\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff08\u30c7\u30b6\u30a4\u30f3\u30c8\u30fc\u30af\u30f3\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u4ed5\u69d8\u306a\u3069\uff09\u304c\u5b8c\u5168\u306b\u5f15\u304d\u7d99\u304c\u308c\u307e\u3059\u3002\n\n**Netlify\u3078\u306e\u76f4\u63a5\u30d1\u30d6\u30ea\u30c3\u30b7\u30e5**\n\u30c7\u30b6\u30a4\u30f3\u3092Netlify\u306b\u76f4\u63a5\u30c7\u30d7\u30ed\u30a4\u3002\u30c7\u30b6\u30a4\u30f3\u2192\u672c\u756a\u516c\u958b\u306e\u30b5\u30a4\u30af\u30eb\u304c\u6975\u3081\u3066\u77ed\u7e2e\u3055\u308c\u307e\u3059\u3002\n\n### 14.3 Figma\u3068\u306e\u6bd4\u8f03\n\n| \u6a5f\u80fd | Stitch | Figma |\n|------|--------|-------|\n| AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u7d71\u5408 | \u2705 \u30cd\u30a4\u30c6\u30a3\u30d6 | \u9650\u5b9a\u7684\uff08\u30d7\u30e9\u30b0\u30a4\u30f3\uff09 |\n| Google\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u9023\u643a | \u2705 \u6df1\u3044\u9023\u643a | \u8981\u8a2d\u5b9a |\n| \u30b3\u30fc\u30c9\u51fa\u529b\u306e\u7cbe\u5ea6 | \u2705 \u9ad8\u54c1\u8cea | \u8981\u8abf\u6574\u304c\u591a\u3044 |\n| \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0AI\u30ea\u30d5\u30ed\u30fc | \u2705 | \u274c |\n| \u65e2\u5b58\u30e6\u30fc\u30b6\u30fc\u30d9\u30fc\u30b9 | \u65b0\u8208 | \u2705 \u5727\u5012\u7684\u591a\u6570 |\n| \u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0\u6210\u719f\u5ea6 | \u767a\u5c55\u4e2d | \u2705 \u6210\u719f |\n\n### 14.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u7206\u901f\u4f5c\u6210**\n\u300cEC\u30b5\u30a4\u30c8\u306e\u30c8\u30c3\u30d7\u30da\u30fc\u30b8\u3001\u30e1\u30a4\u30f3\u30ab\u30e9\u30fc\u306f\u30cd\u30a4\u30d3\u30fc\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306f30\u4ee3\u5973\u6027\u5411\u3051\u300d\u3068\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001\u30c7\u30b6\u30a4\u30f3\u6848\u304c\u6570\u79d2\u3067\u5b8c\u6210\u3002\n\n**\u30b7\u30fc\u30f32: \u30c7\u30b6\u30a4\u30f3\u3068\u30b3\u30fc\u30c9\u306e\u540c\u671f**\n\u30c7\u30b6\u30a4\u30ca\u30fc\u3068\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u540c\u3058Stitch\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u3044\u3001\u30c7\u30b6\u30a4\u30f3\u5909\u66f4\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30b3\u30fc\u30c9\u306b\u53cd\u6620\u3055\u308c\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3002\n\n**\u30b7\u30fc\u30f33: \u30e9\u30f3\u30c7\u30a3\u30f3\u30b0\u30da\u30fc\u30b8\u306e\u91cf\u7523**\nA/B\u30c6\u30b9\u30c8\u7528\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u3001AI\u304c\u6570\u30d1\u30bf\u30fc\u30f3\u81ea\u52d5\u751f\u6210\u3002\u7d20\u6750\uff08\u30b3\u30d4\u30fc\u30fb\u30ab\u30e9\u30fc\u30fb\u30ec\u30a4\u30a2\u30a6\u30c8\uff09\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3002\n\n---\n\n## 15. Google Pics\n\n### 15.1 \u6982\u8981\n\nGoogle Pics\u306f\u3001Google Workspace\u5185\u3067\u4f7f\u3048\u308b\u65b0\u3057\u3044\u753b\u50cf\u751f\u6210\u30fb\u7de8\u96c6\u30c4\u30fc\u30eb\u3067\u3059\u3002Canva\u306e\u3088\u3046\u306a\u64cd\u4f5c\u611f\u3067\u3001\u30dd\u30b9\u30bf\u30fc\u30fb\u30d5\u30e9\u30a4\u30e4\u30fc\u30fb\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30fb\u30d0\u30ca\u30fc\u306a\u3069\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u30022026\u5e74\u590f\u306b\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\u4e88\u5b9a\u3067\u3001Google Docs\u30fbSlides\u30fbSites\u304b\u3089\u76f4\u63a5\u547c\u3073\u51fa\u305b\u307e\u3059\u3002\n\n### 15.2 \u4e3b\u8981\u6a5f\u80fd\n\n**\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304b\u3089\u306e\u751f\u6210**\n\u8c4a\u5bcc\u306a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u3001Google\u306e\u30d6\u30e9\u30f3\u30c9\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\uff08\u4f1a\u793e\u306e\u30ab\u30e9\u30fc\u30fb\u30d5\u30a9\u30f3\u30c8\u306a\u3069\uff09\u306b\u57fa\u3065\u3044\u305f\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u304c\u53ef\u80fd\u3002\n\n**\u30c6\u30ad\u30b9\u30c8\u6307\u793a\u306b\u3088\u308b\u751f\u6210**\n```\n\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b:\n\u300c\u6765\u6708\u306e\u793e\u5185\u7814\u4fee\u306e\u544a\u77e5\u30d5\u30e9\u30a4\u30e4\u30fc\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u65e5\u6642: 2026\u5e746\u670815\u65e5\uff08\u6708\uff0910:00\u301c17:00\n\u5834\u6240: \u6771\u4eac\u30aa\u30d5\u30a3\u30b9\u4f1a\u8b70\u5ba4A\n\u30c6\u30fc\u30de: AI\u30ea\u30c6\u30e9\u30b7\u30fc\u5411\u4e0a\n\u30b9\u30bf\u30a4\u30eb: \u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u3060\u304c\u89aa\u3057\u307f\u3084\u3059\u3044\n\u30ab\u30e9\u30fc: \u4f1a\u793e\u306e\u30b3\u30fc\u30dd\u30ec\u30fc\u30c8\u30ab\u30e9\u30fc\uff08\u9752\u30fb\u767d\uff09\u3092\u4f7f\u7528\u300d\n```\n\n**Imagen 4\u306b\u3088\u308b\u9ad8\u54c1\u8cea\u753b\u50cf\u751f\u6210**\nGoogle\u306eImagen 4\u3092\u642d\u8f09\u3057\u3066\u304a\u308a\u3001\u5199\u771f\u54c1\u8cea\u306e\u30ea\u30a2\u30eb\u306a\u753b\u50cf\u3084\u3001\u591a\u69d8\u306a\u30a2\u30fc\u30c8\u30b9\u30bf\u30a4\u30eb\u306e\u753b\u50cf\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002\n\n**\u80cc\u666f\u524a\u9664\u30fb\u5207\u308a\u629c\u304d**\nAI\u306b\u3088\u308b\u9ad8\u7cbe\u5ea6\u306a\u88ab\u5199\u4f53\u8a8d\u8b58\u3067\u30011\u30af\u30ea\u30c3\u30af\u3067\u80cc\u666f\u3092\u900f\u904e\u30fb\u524a\u9664\u3067\u304d\u307e\u3059\u3002\n\n**Docs\u3078\u306e\u30a4\u30f3\u30e9\u30a4\u30f3\u633f\u5165**\nDocs\u3067\u6587\u66f8\u3092\u66f8\u304d\u306a\u304c\u3089\u300c\u3053\u306e\u6bb5\u843d\u306b\u5408\u3046\u56f3\u89e3\u3092\u751f\u6210\u3057\u3066\u300d\u3068AI\u306b\u4f9d\u983c\u3057\u3001\u305d\u306e\u5834\u3067Pics\u3092\u8d77\u52d5\u3057\u3066\u753b\u50cf\u3092\u751f\u6210\u30fb\u633f\u5165\u3002\n\n### 15.3 Canva\u3068\u306e\u6bd4\u8f03\n\nGoogle Pics\u306e\u6700\u5927\u306e\u5f37\u307f\u306f**Workspace\u3068\u306e\u6df1\u3044\u7d71\u5408**\u306b\u3042\u308a\u307e\u3059\u3002\n\n| \u6a5f\u80fd | Google Pics | Canva |\n|------|------------|-------|\n| Google\u30b5\u30fc\u30d3\u30b9\u9023\u643a | \u2705 \u30cd\u30a4\u30c6\u30a3\u30d6 | \u9650\u5b9a\u7684 |\n| Imagen 4 | \u2705 | \u274c |\n| Docs\u5185\u3067\u306e\u76f4\u63a5\u7de8\u96c6 | \u2705 | \u274c |\n| \u30c7\u30b6\u30a4\u30f3\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u6570 | \u767a\u5c55\u4e2d | \u2705 \u81a8\u5927 |\n| \u30d6\u30e9\u30f3\u30c9\u30ad\u30c3\u30c8\u7ba1\u7406 | \u2705 Workspace\u9023\u643a | \u2705 \u72ec\u7acb\u6a5f\u80fd |\n| \u4fa1\u683c | Workspace\u5185\u5305 | \u7121\u6599\u301c\u6709\u6599 |\n\n### 15.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u7d20\u6750\u306e\u4e00\u5143\u7ba1\u7406**\n\u4f1a\u793e\u306e\u30d6\u30e9\u30f3\u30c9\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u30fb\u30ed\u30b4\u30fb\u30ab\u30e9\u30fc\u3092Workspace\u306b\u767b\u9332\u3057\u3001\u8ab0\u304c\u4f5c\u3063\u3066\u3082\u7d71\u4e00\u3055\u308c\u305f\u30d6\u30e9\u30f3\u30c9\u306e\u30c7\u30b6\u30a4\u30f3\u304c\u4e00\u77ac\u3067\u5b8c\u6210\u3002\n\n**\u30b7\u30fc\u30f32: \u793e\u5185\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u8cc7\u6599**\n\u4f1a\u8b70\u306e\u8b70\u4e8b\u9332\u30fb\u7814\u4fee\u8cc7\u6599\u30fb\u793e\u5185\u5831\u306a\u3069\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u3001\u9069\u5207\u306a\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3084\u30d3\u30b8\u30e5\u30a2\u30eb\u3092AI\u304c\u81ea\u52d5\u63d0\u6848\u30fb\u633f\u5165\u3002\n\n**\u30b7\u30fc\u30f33: SNS\u904b\u7528\u306e\u52b9\u7387\u5316**\nDocs\u3067\u30b3\u30f3\u30c6\u30f3\u30c4\u30ab\u30ec\u30f3\u30c0\u30fc\u3092\u7ba1\u7406\u3057\u306a\u304c\u3089\u3001Pics\u3067\u5404\u6295\u7a3f\u7528\u306e\u753b\u50cf\u3092\u751f\u6210\u3002Google\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5185\u3067SNS\u904b\u7528\u304c\u5b8c\u7d50\u3002\n\n### 15.5 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u5831\u544a\u66f8\u7528\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af**\n```\n\u4ee5\u4e0b\u306e\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001\u7d4c\u55b6\u4f1a\u8b70\u5411\u3051\u306e\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\nQ2\u58f2\u4e0a: 1\u51042,000\u4e07\u5186\uff08\u524d\u5e74\u6bd4+23%\uff09\n\u65b0\u898f\u9867\u5ba2\u6570: 45\u793e\uff08\u524d\u5e74\u6bd4+31%\uff09\n\u9867\u5ba2\u6e80\u8db3\u5ea6\u30b9\u30b3\u30a2: 4.6/5.0\n\n\u30c7\u30b6\u30a4\u30f3\u8981\u4ef6\uff1a\n- A4\u6a2a\u5411\u304d\n- \u6570\u5b57\u3092\u5927\u304d\u304f\u30fb\u8996\u899a\u7684\u306b\u5f37\u8abf\n- \u30b3\u30fc\u30dd\u30ec\u30fc\u30c8\u30ab\u30e9\u30fc\uff08\u7d3a\u30fb\u91d1\uff09\u4f7f\u7528\n- \u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc\u30b9\u30da\u30fc\u30b9\u3092\u4e0b\u90e8\u306b\u78ba\u4fdd\n```\n\n**\u4f8b2: \u30a4\u30d9\u30f3\u30c8\u544a\u77e5\u753b\u50cf**\n```\nInstagram\u306e\u30d5\u30a3\u30fc\u30c9\u6295\u7a3f\uff081:1\u6b63\u65b9\u5f62\uff09\u7528\u306e\n\u30a6\u30a7\u30d3\u30ca\u30fc\u544a\u77e5\u753b\u50cf\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u30bf\u30a4\u30c8\u30eb: \u300cAI\u3067\u5909\u308f\u308b\u3001\u3053\u308c\u304b\u3089\u306e\u50cd\u304d\u65b9\u300d\n\u65e5\u6642: 2026\u5e747\u67081\u65e5\uff08\u6c34\uff0919:00\u301c20:30\n\u767b\u58c7\u8005: \u7530\u4e2d\u82b1\u5b50\uff08AI\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8\uff09\n\u53c2\u52a0\u8cbb: \u7121\u6599\uff08\u8981\u4e8b\u524d\u767b\u9332\uff09\n\u30b9\u30bf\u30a4\u30eb: \u30c6\u30c3\u30af\u611f\u306e\u3042\u308b\u30e2\u30c0\u30f3\u30c7\u30b6\u30a4\u30f3\n\u914d\u8272: \u30c0\u30fc\u30af\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u306b\u30cd\u30aa\u30f3\u7cfb\u30a2\u30af\u30bb\u30f3\u30c8\n```\n\n---\n\n## 16. Universal Cart\n\n### 16.1 \u6982\u8981\n\nGoogle\u306f\u300cUniversal Cart\u300d\u3068\u3044\u3046\u5168\u304f\u65b0\u3057\u3044AI\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u4f53\u9a13\u3092\u767a\u8868\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306fGoogle\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u6a2a\u65ad\u3057\u305f\u7d71\u4e00\u30ab\u30fc\u30c8\u3067\u3042\u308a\u3001Search\u30fbGemini\u30fbYouTube\u30fbGmail\u3067\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u3092\u3057\u306a\u304c\u3089\u5546\u54c1\u3092\u3072\u3068\u3064\u306e\u30ab\u30fc\u30c8\u306b\u8ffd\u52a0\u3067\u304d\u307e\u3059\u3002Google\u306f\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30b3\u30de\u30fc\u30b9\u300d\u3078\u306e\u5927\u304d\u306a\u4e00\u6b69\u3068\u4f4d\u7f6e\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002\n\n### 16.2 Universal Cart\u306e\u4ed5\u7d44\u307f\n\n```\n\u3010\u5546\u54c1\u306e\u767a\u898b\u3011\n     \u2193\nGoogle Search \u3067\u691c\u7d22\u4e2d\u306b\u5546\u54c1\u3092\u767a\u898b\n\u307e\u305f\u306f\nGemini\u3068\u4f1a\u8a71\u3057\u306a\u304c\u3089\u5546\u54c1\u3092\u63a8\u85a6\u3057\u3066\u3082\u3089\u3046\n\u307e\u305f\u306f\nYouTube\u3067\u5546\u54c1\u7d39\u4ecb\u52d5\u753b\u3092\u8996\u8074\u4e2d\n\u307e\u305f\u306f\nGmail\u306e\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3\u30e1\u30fc\u30eb\u3092\u78ba\u8a8d\u4e2d\n     \u2193\n\u300c\u30ab\u30fc\u30c8\u306b\u8ffd\u52a0\u300d\u3092\u30bf\u30c3\u30d7\n     \u2193\n\u3010Universal Cart\u306b\u84c4\u7a4d\u3011\n     \u2193\nAI\u304c\u81ea\u52d5\u3067\u63d0\u4f9b\u3059\u308b\u6a5f\u80fd:\n- \u6700\u5b89\u5024\u306e\u30ea\u30c6\u30fc\u30e9\u30fc\u691c\u7d22\n- \u4fa1\u683c\u63a8\u79fb\u306e\u30b0\u30e9\u30d5\n- \u5728\u5eab\u72b6\u6cc1\u306e\u30a2\u30e9\u30fc\u30c8\n- \u985e\u4f3c\u5546\u54c1\u30fb\u30ec\u30d3\u30e5\u30fc\u306e\u30b5\u30de\u30ea\u30fc\n- \u95a2\u9023\u5546\u54c1\u306e\u30af\u30ed\u30b9\u30bb\u30eb\u63d0\u6848\n     \u2193\n\u3010\u8cfc\u5165\u30d5\u30ed\u30fc\u3011\n\u53c2\u52a0\u30de\u30fc\u30c1\u30e3\u30f3\u30c8\u306e\u30b5\u30a4\u30c8\u306b\u9077\u79fb\u3057\u3066\u8cfc\u5165\n\uff08\u5c06\u6765\u7684\u306b\u306fGoogle\u5185\u3067\u5b8c\u7d50\u3059\u308b\u8cfc\u5165\u6a5f\u80fd\u3082\uff09\n```\n\n### 16.3 AI\u306b\u3088\u308b\u8cfc\u8cb7\u5224\u65ad\u652f\u63f4\n\nUniversal Cart\u306e\u771f\u4fa1\u306fAI\u306b\u3088\u308b\u8cfc\u8cb7\u30b5\u30dd\u30fc\u30c8\u6a5f\u80fd\u306b\u3042\u308a\u307e\u3059\uff1a\n\n**\u4fa1\u683c\u30a2\u30e9\u30fc\u30c8**\n\u300c\u3053\u306e\u30d8\u30c3\u30c9\u30d5\u30a9\u30f3\u304c\u00a530,000\u4ee5\u4e0b\u306b\u306a\u3063\u305f\u3089\u901a\u77e5\u3057\u3066\u300d\u3068\u8a2d\u5b9a\u3059\u308b\u3068\u3001Gemini\u304c\u4fa1\u683c\u3092\u7d99\u7d9a\u76e3\u8996\u3057\u3001\u6761\u4ef6\u3092\u6e80\u305f\u3057\u305f\u6642\u70b9\u3067Gmail/Gemini\u30a2\u30d7\u30ea\u306b\u901a\u77e5\u3057\u307e\u3059\u3002\n\n**\u4fa1\u683c\u5c65\u6b74\u30a4\u30f3\u30b5\u30a4\u30c8**\n\u5546\u54c1\u306e\u904e\u53bb6\u30f6\u6708\u306e\u4fa1\u683c\u5c65\u6b74\u3092\u53ef\u8996\u5316\u3057\u3001\u300c\u4eca\u306f\u9ad8\u3081\u3001\u30bb\u30fc\u30eb\u6642\u671f\u306f11\u6708\u9803\u304c\u591a\u3044\u300d\u3068\u3044\u3063\u305f\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u63d0\u4f9b\u3002\u885d\u52d5\u8cb7\u3044\u3092\u9632\u3050\u8cfc\u8cb7\u5224\u65ad\u652f\u63f4\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\n\n**\u5728\u5eab\u30a2\u30e9\u30fc\u30c8**\n\u5728\u5eab\u50c5\u5c11\u30fb\u518d\u5165\u8377\u6642\u306b\u81ea\u52d5\u901a\u77e5\u3002\n\n### 16.4 \u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30b3\u30de\u30fc\u30b9\u306e\u610f\u5473\n\nUniversal Cart\u306f\u5358\u306a\u308b\u300c\u30ab\u30fc\u30c8\u306e\u7d71\u5408\u300d\u3067\u306f\u306a\u304f\u3001AI\u304c\u8cfc\u8cb7\u6c7a\u5b9a\u306e\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3092\u652f\u63f4\u3059\u308b\u3068\u3044\u3046\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c6\u30a3\u30c3\u30af\u30fb\u30b3\u30de\u30fc\u30b9\u300d\u306e\u7b2c\u4e00\u6b69\u3067\u3059\u3002\u5c06\u6765\u7684\u306b\u306fGemini Spark\u3068\u9023\u643a\u3057\u3001\u300c\u5148\u9031Amazon\u3067\u898b\u3066\u3044\u305f\u30b9\u30cb\u30fc\u30ab\u30fc\u304c\u30bb\u30fc\u30eb\u306b\u306a\u3063\u305f\u306e\u3067\u8cfc\u5165\u3057\u307e\u3059\u304b\uff1f\u300d\u3068\u3044\u3046\u81ea\u5f8b\u7684\u306a\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u767a\u5c55\u304c\u898b\u8fbc\u307e\u308c\u307e\u3059\u3002\n\n### 16.5 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30d7\u30e9\u30a4\u30b9\u30a6\u30a9\u30c3\u30c1\u30f3\u30b0**\n\u5bb6\u96fb\u30fb\u65c5\u884c\u30fb\u30d5\u30a1\u30c3\u30b7\u30e7\u30f3\u306a\u3069\u4fa1\u683c\u5909\u52d5\u304c\u5927\u304d\u3044\u5546\u54c1\u3092\u8907\u6570\u30a6\u30a9\u30c3\u30c1\u3057\u3001\u6700\u9069\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u8cfc\u5165\u3059\u308b\u4fa1\u683c\u6700\u9069\u5316\u306e\u5b9f\u73fe\u3002\n\n**\u30b7\u30fc\u30f32: \u30ae\u30d5\u30c8\u9078\u3073\u306e\u52b9\u7387\u5316**\n\u300c\u304a\u4e16\u8a71\u306b\u306a\u3063\u305f\u4e0a\u53f8\u3078\u306e1\u4e07\u5186\u524d\u5f8c\u306e\u30ae\u30d5\u30c8\u300d\u3068Gemini\u306b\u76f8\u8ac7\u3057\u306a\u304c\u3089\u5019\u88dc\u3092\u9078\u3073\u3001\u3072\u3068\u3064\u306e\u30ab\u30fc\u30c8\u306b\u307e\u3068\u3081\u3066\u6bd4\u8f03\u691c\u8a0e\u3002\n\n**\u30b7\u30fc\u30f33: \u30d3\u30b8\u30cd\u30b9\u5099\u54c1\u306e\u4e00\u62ec\u8abf\u9054**\n\u30c1\u30fc\u30e0\u306e\u5099\u54c1\u3092\u30e1\u30f3\u30d0\u30fc\u304c\u305d\u308c\u305e\u308c\u30ab\u30fc\u30c8\u306b\u8ffd\u52a0\u3057\u3001\u62c5\u5f53\u8005\u304cUniversal Cart\u3067\u4e00\u62ec\u78ba\u8a8d\u30fb\u627f\u8a8d\u3057\u3066\u8cfc\u5165\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff08Workspace\u9023\u643a\u5f8c\uff09\u3002\n\n---\n\n## 17. Google Search AI Mode \u5f37\u5316\n\n### 17.1 \u6982\u8981\n\nGoogle\u306eAI Mode\u306f\u3001\u5f93\u6765\u306e10\u9752\u3044\u30ea\u30f3\u30af\u3092\u8fd4\u3059\u691c\u7d22\u304b\u3089\u3001AI\u304c\u6df1\u304f\u601d\u8003\u30fb\u7d71\u5408\u3057\u3066\u304f\u308c\u308b\u5bfe\u8a71\u578b\u691c\u7d22\u4f53\u9a13\u3078\u306e\u79fb\u884c\u3092\u8c61\u5fb4\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002I/O 2026\u306b\u304a\u3044\u3066\u3001AI Mode\u306f\u3059\u3067\u306b**\u7c73\u56fd\u5168\u30e6\u30fc\u30b6\u30fc**\u306b\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\u304c\u5b8c\u4e86\u3057\u3066\u304a\u308a\u3001\u4eca\u56de\u306e\u767a\u8868\u3067\u306f\u3055\u3089\u306a\u308b\u6a5f\u80fd\u5f37\u5316\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\n\n### 17.2 \u4e3b\u8981\u306a\u65b0\u6a5f\u80fd\n\n**\u30ab\u30b9\u30bf\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u30fb\u30c8\u30e9\u30c3\u30ab\u30fc**\n\u7d99\u7d9a\u7684\u306a\u30bf\u30b9\u30af\u7528\u306e\u300c\u30df\u30cb\u30a2\u30d7\u30ea\u300d\u3092Search\u5185\u306b\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u4f8b\uff1a\n- \u300c\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306e\u8cc7\u91d1\u8abf\u9054\u72b6\u6cc1\u3092\u6bce\u65e5\u30a6\u30a9\u30c3\u30c1\u300d\n- \u300c\u7279\u5b9a\u306e\u7af6\u5408\u4ed6\u793e\u306e\u65b0\u7740\u60c5\u5831\u3092\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u300d\n- \u300c\u7279\u5b9a\u306e\u682a\u4fa1\u30fb\u70ba\u66ff\u30ec\u30fc\u30c8\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u300d\n\n*2026\u5e74\u5185\u306b\u7c73\u56fd\u306eAI Pro\u30fbUltra\u52a0\u5165\u8005\u5411\u3051\u306b\u63d0\u4f9b\u4e88\u5b9a*\n\n**\u30d1\u30fc\u30bd\u30ca\u30eb\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7d71\u5408**\nGmail\u306e\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u305f\u300c\u3042\u306a\u305f\u306b\u5408\u308f\u305b\u305f\u691c\u7d22\u7d50\u679c\u300d\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u300c\u3044\u3064\u3082\u3069\u304a\u308a\u306b\u99c5\u307e\u3067\u884c\u304f\u65b9\u6cd5\u300d\u3068\u691c\u7d22\u3059\u308b\u3068\u3001Gmail\u304b\u3089\u904e\u53bb\u306e\u30eb\u30fc\u30c8\u30fb\u6642\u523b\u3092\u53c2\u7167\u3057\u3066\u63a8\u5968\u30eb\u30fc\u30c8\u3092\u63d0\u793a\u3057\u307e\u3059\u3002\n\n**\u30ab\u30b9\u30bf\u30e0\u30c1\u30e3\u30fc\u30c8\u30fb\u30b0\u30e9\u30d5\u751f\u6210**\n\u30b9\u30dd\u30fc\u30c4\u3084\u91d1\u878d\u30af\u30a8\u30ea\u3067\u3001AI\u304c\u81ea\u52d5\u7684\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b0\u30e9\u30d5\u30fb\u30c1\u30e3\u30fc\u30c8\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u300c2026\u5e74NBA\u6771\u5730\u533a\u306e\u52dd\u7387\u63a8\u79fb\u300d\u3092\u30b0\u30e9\u30d5\u3067\u53ef\u8996\u5316\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u4f7f\u3044\u65b9\u304c\u53ef\u80fd\u3002\n\n**\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30d1\u30cd\u30eb**\n\u691c\u7d22\u3092\u6df1\u6398\u308a\u3057\u306a\u304c\u3089\u95a2\u9023\u5546\u54c1\u304c\u53f3\u30b5\u30a4\u30c9\u30d1\u30cd\u30eb\u306b\u81ea\u52d5\u8868\u793a\u3055\u308c\u307e\u3059\uff08Universal Cart\u3068\u9023\u643a\uff09\u3002\n\n### 17.3 AI Overview\u3068\u306e\u9055\u3044\n\n| | AI Overviews | AI Mode |\n|--|-------------|---------|\n| \u8868\u793a\u65b9\u6cd5 | \u691c\u7d22\u7d50\u679c\u4e0a\u90e8\u306b\u8981\u7d04 | \u5bfe\u8a71\u578b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9 |\n| \u65b0\u6a5f\u80fd | AI Mode\u3067\u8a66\u9a13\u5f8c\u306b\u5c55\u958b | \u6700\u65b0\u6a5f\u80fd\u304c\u6700\u521d\u306b\u767b\u5834 |\n| \u6df1\u3055 | \u7c21\u6f54\u306a\u8981\u7d04 | \u8a73\u7d30\u306a\u5bfe\u8a71\u30fb\u30d5\u30a9\u30ed\u30fc\u30a2\u30c3\u30d7 |\n| \u500b\u4eba\u5316 | \u9650\u5b9a\u7684 | Gmail\u7b49\u3068\u306e\u6df1\u3044\u7d71\u5408 |\n\n### 17.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u7d99\u7d9a\u7684\u306a\u5e02\u5834\u8abf\u67fb**\n\u300cAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306e\u56fd\u5185\u8cc7\u91d1\u8abf\u9054\u52d5\u5411\u300d\u3092\u30c8\u30e9\u30c3\u30ab\u30fc\u3068\u3057\u3066\u8a2d\u5b9a\u3057\u3001\u6bce\u9031\u81ea\u52d5\u66f4\u65b0\u3055\u308c\u308b\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3067\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3002\n\n**\u30b7\u30fc\u30f32: \u7af6\u5408\u5206\u6790\u306e\u81ea\u52d5\u5316**\n\u7af6\u5408\u4ed6\u793e\u540d\u3092\u30c8\u30e9\u30c3\u30ab\u30fc\u306b\u8a2d\u5b9a\u3057\u3001\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u30fb\u63a1\u7528\u60c5\u5831\u30fb\u30e1\u30c7\u30a3\u30a2\u63b2\u8f09\u3092\u4e00\u5143\u7ba1\u7406\u3002\n\n**\u30b7\u30fc\u30f33: \u5b66\u7fd2\u30fb\u7814\u7a76**\n\u8907\u96d1\u306a\u30c8\u30d4\u30c3\u30af\u3092\u968e\u5c64\u7684\u306b\u6df1\u6398\u308a\u3059\u308b\u3002\u300c\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u306e\u5546\u7528\u5316\u52d5\u5411\u300d\u304b\u3089\u300c\u4e3b\u8981\u30d7\u30ec\u30a4\u30e4\u30fc\u6bd4\u8f03\u300d\u2192\u300c\u6280\u8853\u7684\u969c\u58c1\u300d\u2192\u300c\u6295\u8cc7\u52d5\u5411\u300d\u3068\u3044\u3046\u6d41\u308c\u3067\u5bfe\u8a71\u7684\u306b\u30ea\u30b5\u30fc\u30c1\u3002\n\n### 17.5 \u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u5e02\u5834\u8abf\u67fb\u30c8\u30e9\u30c3\u30ab\u30fc\u306e\u8a2d\u5b9a**\n```\n\u300c\u751f\u6210AI\u3092\u6d3b\u7528\u3057\u305fHR\u30c6\u30c3\u30af\u300d\u5206\u91ce\u306b\u3064\u3044\u3066\u3001\n\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u6bce\u9031\u6708\u66dc\u65e5\u306b\u307e\u3068\u3081\u3066\u304f\u3060\u3055\u3044\uff1a\n\n- \u65b0\u898f\u8cc7\u91d1\u8abf\u9054\uff081\u5104\u5186\u4ee5\u4e0a\uff09\n- \u4e3b\u8981\u30d7\u30ec\u30a4\u30e4\u30fc\u306e\u88fd\u54c1\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\n- \u6ce8\u76ee\u306e\u8ad6\u6587\u30fb\u7814\u7a76\u767a\u8868\n- M&A\u30fb\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u60c5\u5831\n\n\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u307e\u305f\u306f\u8868\u5f62\u5f0f\u3067\u307e\u3068\u3081\u3001\n\u91cd\u8981\u5ea6\u30b9\u30b3\u30a2\uff081-5\uff09\u3092\u4ed8\u3051\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n**\u4f8b2: \u591a\u89d2\u7684\u306a\u7af6\u5408\u5206\u6790**\n```\n\u5f53\u793e\uff08SaaS\u578b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb\uff09\u306e\u4e3b\u8981\u7af6\u54085\u793e\u3092\u5206\u6790\u3057\u3001\n\u4ee5\u4e0b\u306e\u89b3\u70b9\u3067\u6bd4\u8f03\u8868\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n- \u6a5f\u80fd\u30bb\u30c3\u30c8\uff08\u30b3\u30a2\u6a5f\u80fd10\u9805\u76ee\uff09\n- \u4fa1\u683c\u30e2\u30c7\u30eb\uff08Free/\u30b9\u30bf\u30fc\u30bf\u30fc\u30d7\u30e9\u30f3/\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\uff09\n- \u6700\u8fd16\u30f6\u6708\u306e\u4e3b\u8981\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\n- \u9867\u5ba2\u30ec\u30d3\u30e5\u30fc\u306b\u304a\u3051\u308b\u5f37\u307f/\u5f31\u307f\uff08G2\u30fbCapterra\u53c2\u7167\uff09\n- \u30bf\u30fc\u30b2\u30c3\u30c8\u30bb\u30b0\u30e1\u30f3\u30c8\n\n\u6700\u5f8c\u306b\u3001\u7af6\u5408\u304c\u624b\u8584\u306a\u5e02\u5834\u6a5f\u4f1a\u30923\u70b9\u6319\u3052\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n---\n\n## 18. Ask YouTube\n\n### 18.1 \u6982\u8981\n\nAsk YouTube\u306fYouTube\u306bAI\u691c\u7d22\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u305f\u65b0\u6a5f\u80fd\u3067\u3059\u3002\u5f93\u6765\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3067\u306f\u306a\u304f\u3001\u8cea\u554f\u3092\u5165\u529b\u3059\u308b\u3068**AI\u304c\u8cea\u554f\u306e\u610f\u56f3\u3092\u7406\u89e3\u3057\u3001\u6700\u3082\u95a2\u9023\u6027\u306e\u9ad8\u3044\u52d5\u753b\u5185\u306e\u7279\u5b9a\u30b7\u30fc\u30f3\u3092\u629c\u304d\u51fa\u3057\u3066**\u56de\u7b54\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u300cHow-to\u7cfb\u306e\u8cea\u554f\u3092\u52d5\u753b\u3067\u76f4\u63a5\u7b54\u3048\u308b\u300d\u3068\u3044\u3046\u4f7f\u3044\u65b9\u304c\u4e3b\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u3059\u3002\n\n### 18.2 \u4ed5\u7d44\u307f\n\n```\n\u30e6\u30fc\u30b6\u30fc\u304c\u8cea\u554f\u3092\u5165\u529b\n\u2193\nAI\u304c\u8cea\u554f\u306e\u610f\u56f3\u30fb\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u89e3\u6790\n\u2193\nYouTube\u52d5\u753b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6a2a\u65ad\u691c\u7d22\n\u2193\n\u95a2\u9023\u30b7\u30fc\u30f3\uff08\u30af\u30ea\u30c3\u30d7\uff09\u3092\u7279\u5b9a\n\u2193\n\u8907\u6570\u52d5\u753b\u304b\u3089\u6700\u9069\u306a\u30b7\u30fc\u30f3\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\n\u2193\n\u7c21\u6f54\u306a\u52d5\u753b\u30af\u30ea\u30c3\u30d7\u3068AI\u8981\u7d04\u3092\u63d0\u793a\n```\n\n### 18.3 \u5f93\u6765\u306e\u691c\u7d22\u3068\u306e\u9055\u3044\n\n| \u5f93\u6765\u306eYouTube\u691c\u7d22 | Ask YouTube |\n|----------------|------------|\n| \u30ad\u30fc\u30ef\u30fc\u30c9\u306b\u57fa\u3065\u304f\u30bf\u30a4\u30c8\u30eb\u30fb\u30bf\u30b0\u691c\u7d22 | \u610f\u56f3\u7406\u89e3\u306b\u3088\u308b\u5185\u5bb9\u30ec\u30d9\u30eb\u306e\u691c\u7d22 |\n| \u95a2\u9023\u52d5\u753b\u306e\u30ea\u30b9\u30c8\u8868\u793a | \u8cea\u554f\u3078\u306e\u76f4\u63a5\u56de\u7b54\u30af\u30ea\u30c3\u30d7 |\n| \u30e6\u30fc\u30b6\u30fc\u304c\u8996\u8074\u3057\u3066\u5224\u65ad | AI\u304c\u8981\u70b9\u3092\u8981\u7d04 |\n| \u52d5\u753b\u5168\u4f53\u3092\u8996\u8074\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b | \u5fc5\u8981\u306a\u90e8\u5206\u3060\u3051\u3092\u63d0\u793a |\n\n### 18.4 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30cf\u30a6\u30c4\u30fc\u30fbDIY**\n\u300ciPhone 15\u306eSIM\u30ab\u30fc\u30c9\u4ea4\u63db\u65b9\u6cd5\u300d\u2192 \u6700\u3082\u5206\u304b\u308a\u3084\u3059\u3044\u30af\u30ea\u30c3\u30d7\u3092\u8907\u6570\u52d5\u753b\u304b\u3089\u629c\u304d\u51fa\u3057\u3066\u3001\u30b9\u30c6\u30c3\u30d7\u30d0\u30a4\u30b9\u30c6\u30c3\u30d7\u3067\u63d0\u793a\n\n**\u30b7\u30fc\u30f32: \u8a9e\u5b66\u5b66\u7fd2**\n\u300c\u82f1\u8a9e\u3067\u65ad\u308b\u3068\u304d\u306e\u81ea\u7136\u306a\u8868\u73fe\u300d\u2192 \u5b9f\u969b\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u30b7\u30fc\u30f3\u306e\u30af\u30ea\u30c3\u30d7\u96c6\u3092\u30d4\u30c3\u30af\u30a2\u30c3\u30d7\n\n**\u30b7\u30fc\u30f33: \u30b9\u30ad\u30eb\u7fd2\u5f97**\n\u300cExcel\u306e\u30d4\u30dc\u30c3\u30c8\u30c6\u30fc\u30d6\u30eb\u306e\u4f7f\u3044\u65b9\u300d\u2192 \u521d\u5fc3\u8005\u5411\u3051\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e\u6838\u5fc3\u90e8\u5206\u3060\u3051\u3092\u7d20\u65e9\u304f\u30ad\u30e3\u30c3\u30c1\n\n**\u30b7\u30fc\u30f34: \u30cb\u30e5\u30fc\u30b9\u30fb\u89e3\u8aac\u30b3\u30f3\u30c6\u30f3\u30c4**\n\u300cAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u306e\u8cc7\u91d1\u8abf\u9054\u30c8\u30ec\u30f3\u30c92026\u5e74\u300d\u2192 \u8907\u6570\u306e\u89e3\u8aac\u52d5\u753b\u304b\u3089\u4e3b\u8981\u30dd\u30a4\u30f3\u30c8\u3092\u62bd\u51fa\n\n### 18.5 \u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u3078\u306e\u5f71\u97ff\n\nAsk YouTube\u306f\u52d5\u753b\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u306b\u3068\u3063\u3066\u3001**\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6d88\u8cbb\u65b9\u6cd5\u3092\u6839\u672c\u7684\u306b\u5909\u3048\u308b**\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u30c1\u30e3\u30f3\u30b9\u3068\u306a\u308b\u5074\u9762**\n- \u52d5\u753b\u306e\u7279\u5b9a\u30b7\u30fc\u30f3\u304c\u300c\u7b54\u3048\u300d\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u5c0f\u3055\u306a\u30c1\u30e3\u30f3\u30cd\u30eb\u3067\u3082\u95a2\u9023\u30b3\u30f3\u30c6\u30f3\u30c4\u306a\u3089\u9732\u51fa\u6a5f\u4f1a\u304c\u5897\u3048\u308b\n- \u5b57\u5e55\u30fb\u30e1\u30bf\u30c7\u30fc\u30bf\u306e\u8cea\u304c\u691c\u7d22\u7cbe\u5ea6\u306b\u76f4\u7d50\u3059\u308b\u305f\u3081\u3001SEO\u7684\u306a\u4fa1\u5024\u304c\u5897\u3059\n\n**\u5bfe\u5fdc\u3059\u3079\u304d\u5074\u9762**\n- \u30b7\u30e7\u30fc\u30c8\u5c3a\u3067\u660e\u78ba\u306a\u7b54\u3048\u3092\u8fd4\u3059\u52d5\u753b\u69cb\u6210\u304c\u3088\u308a\u91cd\u8981\u306b\n- \u7ae0\u7acb\u3066\uff08\u30c1\u30e3\u30d7\u30bf\u30fc\u8a2d\u5b9a\uff09\u306e\u7cbe\u7dfb\u5316\u304c\u5fc5\u9808\n- \u8a73\u7d30\u306a\u5b57\u5e55\u3068\u8aac\u660e\u6587\u306e\u54c1\u8cea\u5411\u4e0a\n\n---\n\n## 23. \u307e\u3068\u3081\n\n### 23.1 Google I/O 2026\u304c\u793a\u3059AI\u306e\u672a\u6765\n\n2026\u5e74\u306eGoogle\u306f\u3001AI\u6226\u7565\u306b\u304a\u3044\u3066\u4e00\u3064\u306e\u5927\u304d\u306a\u8ee2\u63db\u70b9\u3092\u8fce\u3048\u307e\u3057\u305f\u3002\u305d\u308c\u306f\u300cAI\u306f\u805e\u304b\u308c\u305f\u3089\u7b54\u3048\u308b\u9053\u5177\u300d\u304b\u3089\u300cAI\u306f\u983c\u307e\u308c\u306a\u304f\u3066\u3082\u884c\u52d5\u3059\u308b\u30d1\u30fc\u30c8\u30ca\u30fc\u300d\u3078\u306e\u9032\u5316\u3067\u3059\u3002\n\n\u4eca\u56de\u306eI/O\u3067\u767a\u8868\u3055\u308c\u305f\u5404\u6a5f\u80fd\u3092\u4fef\u77b0\u3059\u308b\u3068\u3001\u3044\u304f\u3064\u304b\u306e\u660e\u78ba\u306a\u30d9\u30af\u30c8\u30eb\u304c\u6d6e\u304b\u3073\u4e0a\u304c\u308a\u307e\u3059\uff1a\n\n**\u30d9\u30af\u30c8\u30eb1: \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5316\u306e\u6df1\u5316**\nGemini Spark\u306f\u5358\u306a\u308b\u6a5f\u80fd\u306e\u8ffd\u52a0\u3067\u306f\u306a\u304f\u3001Google\u306eAI\u6226\u7565\u306e\u6839\u672c\u7684\u306a\u8ee2\u63db\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u5e38\u6642\u52d5\u4f5c\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u6307\u793a\u306a\u3057\u306b\u9069\u5207\u306a\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u884c\u52d5\u3059\u308b\u2500\u2500\u3053\u308c\u306f\u300c\u30d7\u30ed\u30a2\u30af\u30c6\u30a3\u30d6AI\u300d\u306e\u5e55\u958b\u3051\u3067\u3059\u3002Daily Brief\u3084Search AI Mode\u306e\u30c8\u30e9\u30c3\u30ab\u30fc\u6a5f\u80fd\u3082\u540c\u3058\u30d9\u30af\u30c8\u30eb\u306b\u4e57\u3063\u3066\u3044\u307e\u3059\u3002\n\n**\u30d9\u30af\u30c8\u30eb2: Google\u5168\u30b5\u30fc\u30d3\u30b9\u306e\u7d71\u5408**\nAI Studio\u304b\u3089\u30c9\u30e9\u30a4\u30d6\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001Stitch \u3067\u4f5c\u3063\u305f\u30c7\u30b6\u30a4\u30f3\u3092Antigravity\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3057\u3001Universal Cart\u3067Search\u30fbGmail\u30fbYouTube\u3092\u307e\u305f\u3044\u3067\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u2500\u2500\u3042\u3089\u3086\u308bGoogle\u30b5\u30fc\u30d3\u30b9\u304c\u300cAI\u3068\u3044\u3046\u4e2d\u67a2\u795e\u7d4c\u300d\u3067\u3064\u306a\u304c\u308b\u7d71\u5408\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\u3057\u3064\u3064\u3042\u308a\u307e\u3059\u3002\n\n**\u30d9\u30af\u30c8\u30eb3: \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3078\u306e\u672c\u683c\u53c2\u5165**\nAndroid XR\u30a2\u30a4\u30a6\u30a7\u30a2\u306f\u3001Google\u304c\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3068\u3044\u3046UI\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u8d85\u3048\u3001\u5e38\u6642\u88c5\u7740\u30c7\u30d0\u30a4\u30b9\u3068\u3057\u3066\u306e\u300c\u6b21\u306e\u753b\u9762\u300d\u3092\u771f\u5263\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3059\u3002Meta\u306e Ray-Ban Smart Glasses\u3001Apple\u306eVision Pro\u3001Samsung\u3068\u306e\u5354\u696d\u306b\u3088\u308bAndroid XR\u304c\u63c3\u3063\u305f\u3053\u3068\u3067\u3001\u30b9\u30de\u30fc\u30c8\u30b0\u30e9\u30b9\u5e02\u5834\u306f\u6025\u901f\u306b\u7acb\u3061\u4e0a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\n\n**\u30d9\u30af\u30c8\u30eb4: \u958b\u767a\u8005\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u6c11\u4e3b\u5316**\nAntigravity 2.0\u30fbAI Studio\u30fbStitch\u30fbGoogle Pics\u306f\u3044\u305a\u308c\u3082\u3001\u300c\u30b3\u30fc\u30c9\u3092\u66f8\u3051\u306a\u304f\u3066\u3082\u9ad8\u54c1\u8cea\u306a\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u4f5c\u308c\u308b\u300d\u74b0\u5883\u3092\u6574\u5099\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u958b\u767a\u306e\u6c11\u4e3b\u5316\u304c\u9032\u3080\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u30ab\u30c6\u30b4\u30ea\u306e\u30af\u30ea\u30a8\u30a4\u30bf\u30fc\u30fb\u8d77\u696d\u5bb6\u304c\u767b\u5834\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\n\n### 23.2 \u5404\u6a5f\u80fd\u306e\u5b9f\u7528\u958b\u59cb\u6642\u671f\u307e\u3068\u3081\n\n| \u6a5f\u80fd | \u63d0\u4f9b\u958b\u59cb\u6642\u671f | \u5bfe\u8c61\u30e6\u30fc\u30b6\u30fc |\n|------|------------|------------|\n| Gemini 3.5 Flash | 2026\u5e745\u670819\u65e5\uff08\u5373\u6642\uff09 | API\u30fb\u5168\u30d7\u30e9\u30f3 |\n| Neural Expressive\uff08UI\u5237\u65b0\uff09 | 2026\u5e745\u670819\u65e5\uff08\u5373\u6642\uff09 | \u5168\u30e6\u30fc\u30b6\u30fc |\n| Gemini Omni\uff08Flash\u7248\uff09 | 2026\u5e745\u670819\u65e5\u301c | Plus\u30fbPro\u30fbUltra |\n| Daily Brief | 2026\u5e745\u670819\u65e5\u301c | Plus\u30fbPro\u30fbUltra\uff08\u7c73\u56fd\uff09 |\n| Google AI Ultra $100\u30d7\u30e9\u30f3 | 2026\u5e745\u670819\u65e5\u301c | \u65b0\u898f\u52a0\u5165\u8005 |\n| Gemini Spark | 2026\u5e745\u6708\u672b\u301c6\u6708\uff08\u7c73\u56fd\uff09 | Ultra $200 |\n| Android AI Studio \u30a2\u30d7\u30ea | \u30d7\u30ec\u30ec\u30b8\u958b\u59cb\uff08\u8fd1\u65e5\uff09 | \u958b\u767a\u8005 |\n| Google Pics | 2026\u5e74\u590f | Workspace\u30e6\u30fc\u30b6\u30fc |\n| Stitch Agent | 2026\u5e74\u590f | \u958b\u767a\u8005\u30fb\u30c7\u30b6\u30a4\u30ca\u30fc |\n| Spark for Mac | 2026\u5e74\u590f | Ultra $200 |\n| Spark\uff08\u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u9023\u643a\uff09 | 2026\u5e74\u590f\u4ee5\u964d\uff08MCP\uff09 | Ultra\u52a0\u5165\u8005 |\n| Android XR\u30a2\u30a4\u30a6\u30a7\u30a2 | 2026\u5e74\u79cb | \u4e00\u822c\u8ca9\u58f2 |\n| Search AI\u30c8\u30e9\u30c3\u30ab\u30fc | 2026\u5e74\u5185\uff08\u7c73\u56fd\uff09 | Pro\u30fbUltra |\n\n### 23.3 \u65e5\u672c\u30e6\u30fc\u30b6\u30fc\u3078\u306e\u6ce8\u610f\u4e8b\u9805\n\n\u4eca\u56de\u767a\u8868\u3055\u308c\u305f\u591a\u304f\u306e\u6a5f\u80fd\u306f**\u7c73\u56fd\u30e6\u30fc\u30b6\u30fc\u512a\u5148\u306e\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8**\u3067\u3059\u3002\u7279\u306bGemini Spark\u30fbDaily Brief\u30fbUniversal Cart\u306b\u3064\u3044\u3066\u306f\u3001\u65e5\u672c\u8a9e\u30fb\u65e5\u672c\u5e02\u5834\u3078\u306e\u5bfe\u5fdc\u6642\u671f\u306f\u672a\u5b9a\u3067\u3059\u3002\u305f\u3060\u3057\u3001Gemini 3.5 Flash\u306eAPI\u3084Antigravity 2.0\u306e\u3088\u3046\u306a\u958b\u767a\u8005\u5411\u3051\u30c4\u30fc\u30eb\u306f\u4e16\u754c\u540c\u6642\u5c55\u958b\u304c\u591a\u304f\u3001\u65e5\u672c\u304b\u3089\u3067\u3082\u7a4d\u6975\u7684\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\n\n### 23.4 \u7af6\u5408\u4ed6\u793e\u3068\u306e\u6bd4\u8f03\n\n| \u6a5f\u80fd\u30ab\u30c6\u30b4\u30ea | Google\uff08Gemini\uff09 | OpenAI\uff08ChatGPT\uff09 | Anthropic\uff08Claude\uff09 |\n|------------|:---------------:|:----------------:|:-------------------:|\n| \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 | \u2705 Spark\uff08\u5148\u9032\u7684\uff09 | \u2705 Operator | \u2705 Claude Projects |\n| \u30e2\u30c7\u30eb\u901f\u5ea6 | \u2705 3.5 Flash\uff084\u500d\uff09 | GPT-4o | Haiku 3.7 |\n| \u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u52d5\u753b\u51fa\u529b | \u2705 Omni | \u9650\u5b9a\u7684 | \u274c |\n| \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 | \u2705 XR\u773c\u93e1 | \u274c | \u274c |\n| \u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u9023\u643a | \u2705 Universal Cart | \u274c | \u274c |\n| \u958b\u767a\u8005\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 | \u2705 Antigravity 2.0 | \u2705 OpenAI Platform | \u2705 Claude API |\n| \u4fa1\u683c\u4f53\u7cfb | $0/$20/$100/$200 | $0/$20/$200 | $0/$20/$100/$200 |\n\nGoogle\u306fI/O 2026\u3067\u3001AI\u30b7\u30f3\u30b0\u30eb\u30d7\u30ed\u30c0\u30af\u30c8\uff08Gemini\uff09\u306e\u6df1\u5316\u3060\u3051\u3067\u306a\u304f\u3001\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\uff08Search\u30fbWorkspace\u30fbYouTube\u30fbChrome\u30fbAndroid\uff09\u306bAI\u3092\u7e54\u308a\u8fbc\u3080\u6226\u7565\u3067\u3001\u4ed6\u306e\u8ffd\u968f\u3092\u8a31\u3055\u306a\u3044\u5dee\u5225\u5316\u3092\u56f3\u3063\u3066\u3044\u307e\u3059\u3002\n\n### 23.5 \u4eca\u5f8c\u306e\u6ce8\u76ee\u30dd\u30a4\u30f3\u30c8\n\n1. **Gemini Spark\u306e\u5b9f\u529b**: \u30c7\u30e2\u901a\u308a\u306b\u6a5f\u80fd\u3059\u308b\u304b\u3001\u5b9f\u7528\u30ec\u30d9\u30eb\u306b\u9054\u3057\u3066\u3044\u308b\u304b\u304c\u666e\u53ca\u306e\u9375\n2. **Antigravity 2.0\u306e\u958b\u767a\u8005\u63a1\u7528**: Firebase\u3001Vercel\u3001AWS Amplify\u3068\u6bd4\u8f03\u3057\u3066\u3069\u308c\u307b\u3069\u4f7f\u3044\u3084\u3059\u3044\u304b\n3. **Android XR\u30a2\u30a4\u30a6\u30a7\u30a2\u306e\u30d5\u30a9\u30fc\u30e0\u30d5\u30a1\u30af\u30bf\u30fc**: \u30d0\u30c3\u30c6\u30ea\u30fc\u6301\u7d9a\u30fb\u91cd\u91cf\u30fb\u4fa1\u683c\u304c\u53d7\u3051\u5165\u308c\u3089\u308c\u308b\u304b\n4. **\u65e5\u672c\u8a9e\u5bfe\u5fdc\u306e\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3**: Spark\u3084\u97f3\u58f0\u7cfb\u6a5f\u80fd\u306e\u65e5\u672c\u8a9e\u54c1\u8cea\n5. **\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3078\u306e\u61f8\u5ff5**: Spark\u304c\u5e38\u6642\u30e1\u30fc\u30eb\u30fb\u30ab\u30ec\u30f3\u30c0\u30fc\u3092\u76e3\u8996\u3059\u308b\u3053\u3068\u3078\u306e\u30e6\u30fc\u30b6\u30fc\u53d7\u5bb9\u6027\n\n---\n\n---\n\n## 19. Android 17 / Gemini Intelligence\n\n### 19.1 \u6982\u8981\n\nAndroid 17\u306f\u5358\u306a\u308bOS\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Google\u306fAndroid 17\u3092\u300cAI\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u30b7\u30b9\u30c6\u30e0\u300d\u3068\u3057\u3066\u518d\u5b9a\u7fa9\u3057\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a9\u30f3\u3092AI\u81ea\u5f8b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u4f5c\u57fa\u76e4\u3078\u3068\u8ee2\u63db\u3059\u308b\u3053\u3068\u3092\u516c\u5f0f\u306b\u8868\u660e\u3057\u307e\u3057\u305f\u3002\u30aa\u30f3\u30c7\u30d0\u30a4\u30b9AI\u3092\u4e2d\u6838\u306b\u636e\u3048\u3001\u300cGemini Intelligence\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u6982\u5ff5\u3092Android\u5168\u4f53\u306b\u9069\u7528\u3057\u307e\u3059\u3002\n\n### 19.2 Gemini Intelligence\u3068\u306f\n\nGemini Intelligence\u306f\u3001Android\u306e\u5404UI\u30ec\u30a4\u30e4\u30fc\u306bGemini\u306e\u80fd\u529b\u3092\u76f4\u63a5\u7d44\u307f\u8fbc\u3080\u8a2d\u8a08\u601d\u60f3\u3067\u3059\u3002\u30a2\u30d7\u30ea\u3092\u307e\u305f\u3044\u3060\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u7406\u89e3\u3001\u97f3\u58f0\u3068\u306e\u81ea\u7136\u306a\u3084\u308a\u3068\u308a\u3001\u72b6\u6cc1\u306b\u5fdc\u3058\u305f\u5148\u8aad\u307f\u63d0\u6848\u304c\u7aef\u672b\u30ed\u30fc\u30ab\u30eb\u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u3078\u306e\u901a\u4fe1\u304c\u4e0d\u8981\u306a\u305f\u3081\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u304c\u4fdd\u305f\u308c\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u74b0\u5883\u3067\u3082\u6a5f\u80fd\u3057\u307e\u3059\u3002\n\n### 19.3 \u4e3b\u8981\u306a\u65b0\u6a5f\u80fd\n\n**Create My Widget\uff08\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u81ea\u52d5\u751f\u6210\uff09**\n\u300c\u5929\u6c17\u3068\u4eca\u65e5\u306e\u4e88\u5b9a\u3068\u672a\u8aad\u30e1\u30fc\u30eb\u6570\u3092\u4e00\u753b\u9762\u3067\u898b\u305f\u3044\u300d\u3068\u97f3\u58f0\u3067\u4f1d\u3048\u308b\u3060\u3051\u3067\u3001AI\u304c\u30ab\u30b9\u30bf\u30e0\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u305d\u306e\u5834\u3067\u751f\u6210\u3057\u3066\u30db\u30fc\u30e0\u753b\u9762\u306b\u914d\u7f6e\u3057\u307e\u3059\u3002\u5f93\u6765\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u8a2d\u5b9a\u306e\u8907\u96d1\u3055\u3092\u5b8c\u5168\u306b\u6392\u9664\u3057\u305fAI\u751f\u6210UI\u3067\u3059\u3002\n\n```\n\u4f7f\u7528\u4f8b:\n\u30e6\u30fc\u30b6\u30fc\uff08\u97f3\u58f0\uff09: \u300c\u30e9\u30f3\u30cb\u30f3\u30b0\u7528\u306e\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u4f5c\u3063\u3066\u3002\n                   \u6b69\u6570\u8a08\u30fb\u5fc3\u62cd\u6570\u30fb\u4eca\u65e5\u306e\u5929\u6c17\u30fb\u6b21\u306e\u4e88\u5b9a\u3092\u4e00\u3064\u306b\u307e\u3068\u3081\u3066\u300d\nAndroid 17:       \u6570\u79d2\u3067\u30ab\u30b9\u30bf\u30e0\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u751f\u6210 \u2192 \u30db\u30fc\u30e0\u753b\u9762\u306b\u8ffd\u52a0\n```\n\n**Rambler in Gboard\uff08\u30b9\u30de\u30fc\u30c8\u30ad\u30fc\u30dc\u30fc\u30c9\u62e1\u5f35\uff09**\nGboard\u306b\u7d44\u307f\u8fbc\u307e\u308c\u305fAI\u6a5f\u80fd\u3067\u3001\u9577\u6587\u306e\u97f3\u58f0\u5165\u529b\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u6587\u7ae0\u5316\u30fb\u6574\u5f62\u3057\u307e\u3059\u3002\u300c\u3048\u30fc\u3068\u300d\u300c\u3042\u306e\u300d\u306a\u3069\u306e\u30d5\u30a3\u30e9\u30fc\u3092\u81ea\u52d5\u9664\u53bb\u3057\u3001\u8a71\u3057\u8a00\u8449\u3092\u9069\u5207\u306a\u66f8\u304d\u8a00\u8449\u306b\u5909\u63db\u3059\u308b\u300cRambler\u300d\u30e2\u30fc\u30c9\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3059\u3002\n\n```\n\u6d3b\u7528\u30b7\u30fc\u30f3:\n- \u79fb\u52d5\u4e2d\u306b\u982d\u306b\u6d6e\u304b\u3093\u3060\u30a2\u30a4\u30c7\u30a2\u3092\u53e3\u982d\u3067\u5439\u304d\u8fbc\u3080\n- \u30e1\u30fc\u30eb\u306e\u8fd4\u4fe1\u3092\u97f3\u58f0\u3067\u9ad8\u901f\u5165\u529b\n- \u8b70\u4e8b\u9332\u3092\u4f1a\u8b70\u4e2d\u306b\u97f3\u58f0\u3067\u53d6\u308a\u306a\u304c\u3089\u6574\u5f62\u6e08\u307f\u30c6\u30ad\u30b9\u30c8\u3092\u5373\u6642\u53d6\u5f97\n```\n\n**Pause Point\uff08\u96c6\u4e2d\u30e2\u30fc\u30c9\u5f37\u5316\uff09**\nAI\u304c\u901a\u77e5\u306e\u91cd\u8981\u5ea6\u3092\u5224\u65ad\u3057\u3001\u4f5c\u696d\u306e\u59a8\u3052\u306b\u306a\u3089\u306a\u3044\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u901a\u77e5\u3092\u5c4a\u3051\u307e\u3059\u3002\u5358\u7d14\u306a\u30b5\u30a4\u30ec\u30f3\u30c8\u30e2\u30fc\u30c9\u3067\u306f\u306a\u304f\u3001\u300c\u3053\u306e\u901a\u77e5\u306f\u3059\u3050\u898b\u306a\u304f\u3066\u3044\u3044\u300d\u300c\u3053\u308c\u306f\u7dca\u6025\u300d\u3092\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u5224\u65ad\u3057\u307e\u3059\u3002\n\n**Gemini on Android\uff08\u6df1\u5316\uff09**\n- \u753b\u9762\u4e0a\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u306e\u8cea\u554f\u5fdc\u7b54\uff08\u753b\u9762\u5171\u6709\u4e0d\u8981\uff09\n- \u30a2\u30d7\u30ea\u3092\u307e\u305f\u3044\u3060\u60c5\u5831\u7d71\u5408\uff08\u4f8b: \u30ab\u30ec\u30f3\u30c0\u30fc\u306e\u4e88\u5b9a + Gmail\u306e\u95a2\u9023\u30e1\u30fc\u30eb + Maps\u306e\u7d4c\u8def\u3092\u5408\u308f\u305b\u3066\u63d0\u793a\uff09\n- \u8907\u6570\u30a2\u30d7\u30ea\u3092\u9023\u643a\u3057\u305f\u8907\u5408\u30bf\u30b9\u30af\u306e\u5b9f\u884c\n\n### 19.4 \u30aa\u30f3\u30c7\u30d0\u30a4\u30b9AI\u306e\u6280\u8853\u7684\u610f\u7fa9\n\nGemini Nano\u304c\u30d9\u30fc\u30b9\u3068\u306a\u308b\u30aa\u30f3\u30c7\u30d0\u30a4\u30b9\u63a8\u8ad6\u306f\uff1a\n- **\u30ec\u30a4\u30c6\u30f3\u30b7**: \u30af\u30e9\u30a6\u30c9\u547c\u3073\u51fa\u3057\u4e0d\u8981\u3067\u6570\u5341ms\u4ee5\u5185\u306e\u5fdc\u7b54\n- **\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc**: \u500b\u4eba\u30c7\u30fc\u30bf\u304c\u7aef\u672b\u5916\u306b\u51fa\u306a\u3044\n- **\u30aa\u30d5\u30e9\u30a4\u30f3\u5bfe\u5fdc**: \u6a5f\u5185\u30fb\u570f\u5916\u3067\u3082\u57fa\u672c\u6a5f\u80fd\u304c\u52d5\u4f5c\n- **\u30d0\u30c3\u30c6\u30ea\u30fc\u52b9\u7387**: Google\u72ec\u81ea\u306e\u30aa\u30f3\u30c7\u30d0\u30a4\u30b9\u6700\u9069\u5316\u30c1\u30c3\u30d7\u6d3b\u7528\n\n### 19.5 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u901a\u52e4\u4e2d\u306e\u60c5\u5831\u7ba1\u7406**\n\u96fb\u8eca\u306e\u4e2d\u3067\u30a4\u30e4\u30db\u30f3\u3092\u3057\u306a\u304c\u3089\u300c\u4eca\u65e5\u306e\u91cd\u8981\u306a\u9023\u7d61\u4e8b\u9805\u306f\uff1f\u300d\u3068\u8a71\u3057\u304b\u3051\u308b\u3068\u3001Gmail\u3068Calendar\u3092\u53c2\u7167\u3057\u305f\u97f3\u58f0\u30d6\u30ea\u30fc\u30d5\u30a3\u30f3\u30b0\u304c\u6d41\u308c\u308b\uff08\u30af\u30e9\u30a6\u30c9\u63a5\u7d9a\u306a\u3057\uff09\u3002\n\n**\u30b7\u30fc\u30f32: \u5916\u51fa\u4e2d\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u4f5c\u6210**\n\u300c\u3055\u3063\u304d\u306e\u4f1a\u8b70\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u30e1\u30e2\u3057\u3066\u300d\u3068\u8a00\u3046\u3060\u3051\u3067\u3001Gemini\u304cRambler\u30e2\u30fc\u30c9\u3067\u97f3\u58f0\u3092Doc\u306b\u66f8\u304d\u8d77\u3053\u3057\u3001\u7b87\u6761\u66f8\u304d\u306b\u6574\u5f62\u3057\u3066Drive\u306b\u4fdd\u5b58\u3002\n\n**\u30b7\u30fc\u30f33: \u30ab\u30b9\u30bf\u30e0\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u306e\u6d3b\u7528**\n\u5728\u5b85\u30ef\u30fc\u30ab\u30fc\u304c\u300cNotion\u30fbSlack\u672a\u8aad\u6570\u30fb\u4eca\u65e5\u306e\u30bf\u30b9\u30af\u6570\u30fb\u5929\u6c17\u300d\u3092\u4e00\u753b\u9762\u306b\u96c6\u7d04\u3057\u305f\u30a6\u30a3\u30b8\u30a7\u30c3\u30c8\u3092\u97f3\u58f0\u306730\u79d2\u3067\u4f5c\u6210\u3002\n\n---\n\n## 20. Jules\n\n### 20.1 \u6982\u8981\n\nJules\u306fGoogle\u304c\u958b\u767a\u3057\u305f**\u975e\u540c\u671f\u30fb\u81ea\u5f8b\u578b\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8**\u3067\u3059\u3002Google Labs\u3067\u958b\u767a\u3055\u308c\u3001\u30d1\u30d6\u30ea\u30c3\u30af\u30d9\u30fc\u30bf\u671f\u9593\u4e2d\u306b14\u4e07\u4ef6\u4ee5\u4e0a\u306e\u516c\u958b\u30b3\u30fc\u30c9\u30b3\u30f3\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3057\u305f\u5b9f\u7e3e\u3092\u6301\u3061\u307e\u3059\u3002I/O 2026\u3092\u6a5f\u306b\u6b63\u5f0f\u30ea\u30ea\u30fc\u30b9\uff08\u30d9\u30fc\u30bf\u5352\u696d\uff09\u304c\u767a\u8868\u3055\u308c\u307e\u3057\u305f\u3002\n\n\u5f93\u6765\u306eAI\u30b3\u30fc\u30c9\u88dc\u5b8c\u30c4\u30fc\u30eb\uff08GitHub Copilot\u3001Gemini Code Assist\uff09\u304c\u300c\u66f8\u3044\u3066\u3044\u308b\u6700\u4e2d\u306b\u88dc\u52a9\u3059\u308b\u300d\u306e\u306b\u5bfe\u3057\u3001Jules\u306f\u300c\u3042\u306a\u305f\u304c\u5225\u306e\u4f5c\u696d\u3092\u3057\u3066\u3044\u308b\u9593\u306b\u3001\u30bf\u30b9\u30af\u3092\u4e38\u3054\u3068\u5b8c\u4e86\u3055\u305b\u3066PR\u3092\u9001\u3063\u3066\u304f\u308b\u300d\u3068\u3044\u3046\u6839\u672c\u7684\u306b\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u53d6\u308a\u307e\u3059\u3002\n\n### 20.2 \u52d5\u4f5c\u306e\u4ed5\u7d44\u307f\n\n```\n[\u958b\u767a\u8005\u304c\u30bf\u30b9\u30af\u3092\u6307\u793a]\n\u300c\u3053\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u3092\u66f8\u3044\u3066\u300d\n         \u2193\n[Jules\u304cGitHub/GitLab\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3092\u30af\u30ed\u30fc\u30f3]\nGoogle Cloud\u306e\u4eee\u60f3\u30de\u30b7\u30f3\u4e0a\u3067\u9694\u96e2\u5b9f\u884c\n         \u2193\n[\u81ea\u5f8b\u7684\u306b\u30b3\u30fc\u30c9\u3092\u5206\u6790\u30fb\u5b9f\u88c5]\n\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306e\u6587\u8108\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u5b9f\u88c5\n\u30c6\u30b9\u30c8\u3092\u8d70\u3089\u305b\u3066\u52d5\u4f5c\u3092\u78ba\u8a8d\n         \u2193\n[\u958b\u767a\u8005\u306bPull Request\u3092\u9001\u4fe1]\n\u5dee\u5206\u30fb\u5909\u66f4\u7406\u7531\u30fb\u30c6\u30b9\u30c8\u7d50\u679c\u3092\u6dfb\u4ed8\n         \u2193\n[\u958b\u767a\u8005\u304c\u30ec\u30d3\u30e5\u30fc\u30fb\u30de\u30fc\u30b8\u3092\u5224\u65ad]\n\u4eba\u9593\u304c\u6700\u7d42\u627f\u8a8d\n```\n\n### 20.3 \u4e3b\u306a\u6a5f\u80fd\n\n**\u975e\u540c\u671f\u5b9f\u884c**\nJules\u306f\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u6307\u793a\u3092\u51fa\u3057\u305f\u5f8c\u306b\u958b\u767a\u8005\u306f\u5225\u306e\u4f5c\u696d\u3092\u7d9a\u3051\u3089\u308c\u307e\u3059\u3002\u5b8c\u4e86\u3059\u308b\u3068GitHub/Slack\u3067\u901a\u77e5\u3002\n\n**\u65e2\u5b58\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u6df1\u3044\u7406\u89e3**\nJules\u306f\u30ea\u30dd\u30b8\u30c8\u30ea\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092Gemini\u304c\u5206\u6790\u3057\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u56fa\u6709\u306e\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u898f\u7d04\u30fb\u8a2d\u8a08\u30d1\u30bf\u30fc\u30f3\u30fb\u4f9d\u5b58\u95a2\u4fc2\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u307e\u3059\u3002\n\n**\u5bfe\u5fdc\u30bf\u30b9\u30af**\n- \u30d0\u30b0\u4fee\u6b63\uff08\u30a8\u30e9\u30fc\u30ed\u30b0\u3092\u6e21\u3059\u3060\u3051\u3067\u539f\u56e0\u7279\u5b9a \u2192 \u4fee\u6b63 \u2192 \u30c6\u30b9\u30c8\uff09\n- \u30c6\u30b9\u30c8\u8ffd\u52a0\uff08\u30ab\u30d0\u30ec\u30c3\u30b8\u306e\u4f4e\u3044\u90e8\u5206\u3092\u81ea\u52d5\u7279\u5b9a\uff09\n- \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u751f\u6210\uff08\u30b3\u30fc\u30c9\u304b\u3089\u81ea\u52d5\u3067JSDoc/docstring\u4f5c\u6210\uff09\n- \u30ea\u30d5\u30a1\u30af\u30bf\u30ea\u30f3\u30b0\uff08\u6307\u5b9a\u3057\u305f\u57fa\u6e96\u306b\u6cbf\u3063\u3066\u81ea\u52d5\u6574\u7406\uff09\n- \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\uff08CVE\u304c\u516c\u958b\u3055\u308c\u305f\u4f9d\u5b58\u95a2\u4fc2\u306e\u81ea\u52d5\u66f4\u65b0\uff09\n\n**\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30bf\u30b9\u30af**\n\u5358\u7d14\u306a1\u30d5\u30a1\u30a4\u30eb\u7de8\u96c6\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u30d5\u30a1\u30a4\u30eb\u3092\u6a2a\u65ad\u3057\u305f\u8907\u96d1\u306a\u5909\u66f4\u306b\u3082\u5bfe\u5fdc\u3002\n\n### 20.4 \u7af6\u5408\u3068\u306e\u6bd4\u8f03\n\n| \u30c4\u30fc\u30eb | \u52d5\u4f5c\u65b9\u5f0f | \u7279\u5fb4 |\n|--------|---------|------|\n| Jules (Google) | \u975e\u540c\u671f\u30fb\u81ea\u5f8b | GitHub/GitLab\u7d71\u5408\u3001PR\u81ea\u52d5\u751f\u6210 |\n| Claude Code | \u540c\u671f\u30fb\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6 | \u6df1\u3044\u5bfe\u8a71\u3001\u8907\u96d1\u306a\u8a2d\u8a08\u5224\u65ad |\n| GitHub Copilot Workspace | \u6e96\u81ea\u5f8b | GitHub\u7d71\u5408\u3001\u30a4\u30f3\u30e9\u30a4\u30f3UI |\n| OpenAI Codex | \u975e\u540c\u671f | OpenAI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0 |\n\nJules\u306e\u5f37\u307f\u306f\u300c\u5b8c\u5168\u306b\u624b\u3092\u96e2\u305b\u308b\u300d\u975e\u540c\u671f\u6027\u3068\u3001GitHub/GitLab\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u306b\u3042\u308a\u307e\u3059\u3002\n\n### 20.5 Gemini Code Assist\u3068\u306e\u7d71\u5408\n\nI/O 2026\u3067\u306e\u767a\u8868\u306b\u3088\u308a\u3001Jules\u306fAntigravity CLI\u3068\u3082\u9023\u643a\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002Antigravity\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5185\u3067\u300c\u3053\u306e\u30bf\u30b9\u30af\u3092Jules\u306b\u975e\u540c\u671f\u3067\u4f9d\u983c\u300d\u3068\u3044\u3046\u5f62\u3067\u306e\u7d71\u5408\u304c\u53ef\u80fd\u3067\u3059\u3002\n\n\u306a\u304a\u3001Gemini Code Assist\u306fAntigravity\u3078\u306e\u7d71\u5408\u306b\u5411\u3051\u3066\u6bb5\u968e\u7684\u306b\u79fb\u884c\u304c\u9032\u3093\u3067\u3044\u307e\u3059\uff082026\u5e746\u670818\u65e5\u4ee5\u964d\u3001\u500b\u4eba\u30fbPro\u30fbUltra\u3067\u306e\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u63d0\u4f9b\u3092\u7d42\u4e86\u3057\u3001Antigravity CLI\u306b\u7d71\u5408\uff09\u3002\n\n### 20.6 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u30c6\u30b9\u30c8\u8ca7\u8005\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092\u4e00\u6383**\n\u300csrc/api/\u4ee5\u4e0b\u306e\u30ab\u30d0\u30ec\u30c3\u30b8\u304c50%\u4ee5\u4e0b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3057\u3001\u5168\u3066\u306b\u30e6\u30cb\u30c3\u30c8\u30c6\u30b9\u30c8\u3092\u8ffd\u52a0\u3057\u3066\u300d\u3068Jules\u306b\u6307\u793a\u3002\u6570\u6642\u9593\u5f8c\u306bPR\u304c\u5c4a\u304f\u3002\n\n**\u30b7\u30fc\u30f32: \u4f9d\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u81ea\u52d5\u66f4\u65b0**\n\u300cpackage.json\u306e\u5168\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30e1\u30b8\u30e3\u30fc\u30d0\u30fc\u30b8\u30e7\u30f3\u30a2\u30c3\u30d7\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u7834\u58ca\u7684\u5909\u66f4\u306f\u79fb\u884c\u30ac\u30a4\u30c9\u3092\u53c2\u7167\u3057\u3066\u5bfe\u5fdc\u3057\u3001\u5168\u30c6\u30b9\u30c8\u3092\u30d1\u30b9\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u300d\n\n**\u30b7\u30fc\u30f33: \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u8ca0\u50b5\u306e\u89e3\u6d88**\n\u300c\u3053\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u5168\u4f53\u306e\u30d1\u30d6\u30ea\u30c3\u30af\u95a2\u6570\u306bJSDoc\u30b3\u30e1\u30f3\u30c8\u3092\u8ffd\u52a0\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u65e2\u5b58\u306e\u30b3\u30e1\u30f3\u30c8\u304c\u3042\u308b\u5834\u5408\u306f\u66f4\u65b0\u3057\u3066\u304f\u3060\u3055\u3044\u300d\n\n### 20.7 \u6307\u793a\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b\n\n**\u4f8b1: \u30d0\u30b0\u4fee\u6b63\u306e\u4f9d\u983c**\n```\n\u4ee5\u4e0b\u306e\u30a8\u30e9\u30fc\u30ed\u30b0\u3092\u53c2\u7167\u3057\u3066\u3001\u3053\u306e\u30d0\u30b0\u3092\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n\u30a8\u30e9\u30fc: TypeError: Cannot read properties of undefined (reading 'userId')\n\u767a\u751f\u7b87\u6240: src/auth/middleware.ts:47\n\u518d\u73fe\u6761\u4ef6: \u30ed\u30b0\u30a4\u30f3\u6e08\u307f\u30e6\u30fc\u30b6\u30fc\u304c\u30bb\u30c3\u30b7\u30e7\u30f3\u5207\u308c\u5f8c\u306bAPI\u3092\u53e9\u3044\u305f\u5834\u5408\n\n\u4fee\u6b63\u65b9\u91dd:\n1. \u6839\u672c\u539f\u56e0\u3092\u7279\u5b9a\n2. \u9632\u5fa1\u7684\u306anull\u30c1\u30a7\u30c3\u30af\u3092\u8ffd\u52a0\n3. \u30bb\u30c3\u30b7\u30e7\u30f3\u5207\u308c\u6642\u306f401\u3092\u8fd4\u3059\n4. \u540c\u69d8\u306e\u30d1\u30bf\u30fc\u30f3\u304c\u4ed6\u30d5\u30a1\u30a4\u30eb\u306b\u3042\u308c\u3070\u5408\u308f\u305b\u3066\u4fee\u6b63\n5. \u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u8ffd\u52a0\uff08\u30bb\u30c3\u30b7\u30e7\u30f3\u5207\u308c\u306e\u30b7\u30ca\u30ea\u30aa\uff09\n```\n\n**\u4f8b2: \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316**\n```\nnpm audit \u3067\u5831\u544a\u3055\u308c\u305f\u4ee5\u4e0b\u306eCritical\u8106\u5f31\u6027\u3092\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n\n- lodash < 4.17.21 (CVE-2021-23337)\n- axios < 0.21.2 (CVE-2021-3749)\n\n\u5404\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3057\u3001\nAPI\u306e\u5909\u66f4\u70b9\u304c\u3042\u308c\u3070\u5bfe\u5fdc\u30b3\u30fc\u30c9\u3082\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u5168\u30c6\u30b9\u30c8\u304c\u30d1\u30b9\u3059\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089PR\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n```\n\n---\n\n## 21. Google Vids / Veo 3.1 / Lyria 3\n\n### 21.1 \u6982\u8981\n\n2026\u5e744\u67082\u65e5\uff08I/O\u524d\u306e\u4e8b\u524d\u767a\u8868\uff09\u306b\u3001Google\u306fWorkspace\u306e\u30d3\u30c7\u30aa\u5236\u4f5c\u30c4\u30fc\u30eb\u300cGoogle Vids\u300d\u3092\u5927\u5e45\u5f37\u5316\u3057\u307e\u3057\u305f\u3002\u6700\u5148\u7aef\u306e\u52d5\u753b\u751f\u6210\u30e2\u30c7\u30eb\u300cVeo 3.1\u300d\u3068\u97f3\u697d\u751f\u6210\u30e2\u30c7\u30eb\u300cLyria 3\u300d\u3092\u7d71\u5408\u3057\u3001AI\u30a2\u30d0\u30bf\u30fc\u6a5f\u80fd\u3082\u8ffd\u52a0\u3002\u300c\u52d5\u753b\u5236\u4f5c\u306e\u6c11\u4e3b\u5316\u300d\u3092Workspace\u30e6\u30fc\u30b6\u30fc\u306b\u5c4a\u3051\u308b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3067\u3059\u3002\n\n### 21.2 Veo 3.1\n\n**Veo\uff08\u30d9\u30aa\uff09**\u306fGoogle\u306eAI\u52d5\u753b\u751f\u6210\u30e2\u30c7\u30eb\u30b7\u30ea\u30fc\u30ba\u3067\u3059\u30023.1\u306f\u524d\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u6bd4\u3079\u3001\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u306e\u4e00\u8cab\u6027\u30fb\u6620\u50cf\u306e\u5275\u9020\u6027\u30fb\u7d30\u304b\u3044\u5236\u5fa1\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u3066\u3044\u307e\u3059\u3002\n\n**\u63d0\u4f9b\u5185\u5bb9**\n\n| \u30d7\u30e9\u30f3 | \u6708\u9593\u751f\u6210\u6570 | \u5099\u8003 |\n|--------|:--------:|------|\n| \u7121\u6599Google\u30a2\u30ab\u30a6\u30f3\u30c8 | 10\u56de | Veo 3.1\u306e\u7121\u6599\u63d0\u4f9b\u306f\u696d\u754c\u521d |\n| Google AI Pro | \u8ffd\u52a0\u30af\u30ec\u30b8\u30c3\u30c8 | \u9ad8\u54c1\u8cea\u8a2d\u5b9a |\n| Google AI Ultra | \u6700\u59271,000\u56de | |\n| Workspace AI Ultra | \u6700\u59271,000\u56de | \u6cd5\u4eba\u5229\u7528 |\n\n**\u4e3b\u306a\u7279\u5fb4**\n- \u540c\u3058\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u3092\u7570\u306a\u308b\u30b7\u30fc\u30f3\u3067\u4e00\u8cab\u3057\u3066\u63cf\u5199\uff08\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u7d99\u7d9a\u6027\uff09\n- \u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u6620\u50cf\u30b9\u30bf\u30a4\u30eb\u30fb\u69cb\u56f3\u30fb\u30ab\u30e1\u30e9\u30ef\u30fc\u30af\u3092\u7d30\u304b\u304f\u6307\u5b9a\u53ef\u80fd\n- \u8907\u6570\u30af\u30ea\u30c3\u30d7\u3092\u751f\u6210\u3057\u3066\u7de8\u96c6\u53ef\u80fd\n\n### 21.3 Lyria 3\n\n**Lyria\uff08\u30ea\u30ea\u30a2\uff09**\u306fGoogle\u306eAI\u97f3\u697d\u751f\u6210\u30e2\u30c7\u30eb\u3067\u3059\u3002Lyria 3\u306fGoogle AI Pro\u30fbUltra\u52a0\u5165\u8005\u5411\u3051\u306b\u3001Google Vids\u5185\u3067\u30aa\u30ea\u30b8\u30ca\u30eb\u697d\u66f2\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\n\n**\u6a5f\u80fd\u8a73\u7d30**\n- **\u751f\u6210\u9577**: 30\u79d2\u301c3\u5206\u306e\u30aa\u30ea\u30b8\u30ca\u30eb\u697d\u66f2\n- **\u30b9\u30bf\u30a4\u30eb\u5236\u5fa1**: \u30b8\u30e3\u30f3\u30eb\u30fb\u30c6\u30f3\u30dd\u30fb\u30dc\u30fc\u30ab\u30eb\u306e\u6709\u7121\u30fb\u697d\u5668\u69cb\u6210\u3092\u6307\u5b9a\n- **Lyria 3 Pro**: Ultra\u52a0\u5165\u8005\u5411\u3051\u306e\u9ad8\u54c1\u8cea\u7248\uff08\u3088\u308a\u30ea\u30c3\u30c1\u306a\u30a2\u30ec\u30f3\u30b8\u30fb\u9577\u5c3a\u5bfe\u5fdc\uff09\n- **\u8457\u4f5c\u6a29\u30d5\u30ea\u30fc**: \u751f\u6210\u3057\u305f\u697d\u66f2\u306fYouTube\u7b49\u3067\u5546\u7528\u5229\u7528\u53ef\u80fd\uff08SynthID\u900f\u304b\u3057\u5165\u308a\uff09\n\n**\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b**\n```\n\u660e\u308b\u304f\u30dd\u30b8\u30c6\u30a3\u30d6\u306a\u30b3\u30fc\u30dd\u30ec\u30fc\u30c8\u30d3\u30c7\u30aa\u5411\u3051BGM\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\n\u30b8\u30e3\u30f3\u30eb: \u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u30dd\u30c3\u30d7\n\u30c6\u30f3\u30dd: \u4e2d\u7a0b\u5ea6\uff08BPM 100-110\uff09\n\u697d\u5668: \u30a2\u30b3\u30fc\u30b9\u30c6\u30a3\u30c3\u30af\u30ae\u30bf\u30fc\u3001\u30d4\u30a2\u30ce\u3001\u8efd\u3044\u30d1\u30fc\u30ab\u30c3\u30b7\u30e7\u30f3\n\u30dc\u30fc\u30ab\u30eb: \u306a\u3057\n\u9577\u3055: 90\u79d2\uff0830\u79d2\u30a4\u30f3\u30c8\u30ed + 60\u79d2\u30e1\u30a4\u30f3\u30eb\u30fc\u30d7\uff09\n```\n\n### 21.4 AI\u30a2\u30d0\u30bf\u30fc\n\nGoogle AI Pro\u30fbUltra\u52a0\u5165\u8005\u306f\u3001Veo 3.1\u3067\u52d5\u304b\u305b\u308b\u300c\u6307\u793a\u53ef\u80fd\u306aAI\u30a2\u30d0\u30bf\u30fc\u300d\u304c\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002\n\n**\u7279\u5fb4**\n- \u30ea\u30a2\u30eb\u7cfb\u30fb\u30a2\u30cb\u30e1\u7cfb\u306e2\u30b9\u30bf\u30a4\u30eb\n- 8\u8a00\u8a9e\u5bfe\u5fdc\uff08\u65e5\u672c\u8a9e\u542b\u3080\uff09\n- \u30a2\u30d0\u30bf\u30fc\u3092\u7279\u5b9a\u306e\u30b7\u30fc\u30f3\u306b\u914d\u7f6e\u3057\u3001\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3068\u300c\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u300d\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\n- \u5916\u898b\u30fb\u670d\u88c5\u30fb\u52d5\u4f5c\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\n\n**\u6d3b\u7528\u4f8b**\n```\n\u6d3b\u7528\u30b7\u30fc\u30f3\u4f8b\uff1a\n- \u88fd\u54c1\u30ec\u30d3\u30e5\u30fc\u52d5\u753b\uff1a\u30a2\u30d0\u30bf\u30fc\u304c\u5546\u54c1\u3092\u6301\u3063\u3066\u8aac\u660e\n- \u6559\u80b2\u30b3\u30f3\u30c6\u30f3\u30c4\uff1aAI\u30ad\u30e3\u30e9\u30af\u30bf\u30fc\u304c\u6388\u696d\u5f62\u5f0f\u3067\u89e3\u8aac\n- \u591a\u8a00\u8a9e\u30b3\u30f3\u30c6\u30f3\u30c4\u5c55\u958b\uff1a\u540c\u4e00\u30a2\u30d0\u30bf\u30fc\u304c\u8907\u6570\u8a00\u8a9e\u3067\u540c\u3058\u5185\u5bb9\u3092\u8aac\u660e\n- SNS\u767a\u4fe1\uff1a\u81ea\u5206\u306e\u5206\u8eab\u30a2\u30d0\u30bf\u30fc\u304c\u4ee3\u308f\u308a\u306b\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u914d\u4fe1\n```\n\n### 21.5 \u305d\u306e\u4ed6Google Vids\u306e\u65b0\u6a5f\u80fd\n\n**Chrome\u62e1\u5f35\u6a5f\u80fd\u306b\u3088\u308b\u753b\u9762\u9332\u753b**\n\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u76f4\u63a5\u753b\u9762\u9332\u753b\u3092\u8d77\u52d5\u3057\u3001Google Vids\u3067\u5373\u5ea7\u306b\u7de8\u96c6\u958b\u59cb\u3002Loom\u7b49\u306e\u5916\u90e8\u30c4\u30fc\u30eb\u3092\u4f7f\u308f\u305a\u306bWorkspace\u5185\u3067\u5b8c\u7d50\u3002\n\n**YouTube\u3078\u306e\u76f4\u63a5\u30d1\u30d6\u30ea\u30c3\u30b7\u30e5**\nGoogle Vids\u304b\u3089YouTube\u30c1\u30e3\u30f3\u30cd\u30eb\u3078\u306e\u76f4\u63a5\u6295\u7a3f\u304c\u53ef\u80fd\u306b\u3002\u52d5\u753b\u5236\u4f5c\u304b\u3089\u516c\u958b\u307e\u3067\u4e00\u6c17\u901a\u8cab\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3002\n\n### 21.6 \u5177\u4f53\u7684\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u4f01\u696d\u7d39\u4ecb\u30fb\u63a1\u7528\u52d5\u753b**\n\u300c\u4f1a\u793e\u306e\u30ab\u30eb\u30c1\u30e3\u30fc\u3092\u7d39\u4ecb\u3059\u308b2\u5206\u9593\u306e\u63a1\u7528\u52d5\u753b\u300d\u3092\u30c6\u30ad\u30b9\u30c8\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u3057\u3066\u5165\u529b\u3057\u3001Veo 3.1\u3067\u30d3\u30b8\u30e5\u30a2\u30eb\u3092\u751f\u6210\u3001Lyria 3\u3067BGM\u3092\u4f5c\u6210\u3001AI\u30a2\u30d0\u30bf\u30fc\u304c\u30ca\u30ec\u30fc\u30b7\u30e7\u30f3\u62c5\u5f53\u3002\u52d5\u753b\u5236\u4f5c\u4f1a\u793e\u3078\u306e\u5916\u6ce8\u30b3\u30b9\u30c8\u3092\u30bc\u30ed\u306b\u8fd1\u3065\u3051\u308b\u3002\n\n**\u30b7\u30fc\u30f32: e\u30e9\u30fc\u30cb\u30f3\u30b0\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u91cf\u7523**\n\u5f93\u6765\u306f1\u672c\u306e\u6559\u80b2\u52d5\u753b\u306b\u6570\u65e5\u304b\u304b\u3063\u3066\u3044\u305f\u3068\u3053\u308d\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067AI\u304c\u6620\u50cf\u30fbBGM\u30fb\u30a2\u30d0\u30bf\u30fc\u8b1b\u5e2b\u3092\u81ea\u52d5\u751f\u6210\u3002\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u591a\u8a00\u8a9e\u5c55\u958b\u3082\u540c\u3058\u30a2\u30d0\u30bf\u30fc\u3092\u4f7f\u3063\u3066\u8fc5\u901f\u306b\u5bfe\u5fdc\u3002\n\n**\u30b7\u30fc\u30f33: SNS\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u52d5\u753b\u306e\u81ea\u52d5\u5316**\n\u5546\u54c1\u753b\u50cf\u3068\u30b3\u30d4\u30fc\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u3001TikTok\u30fbReels\u30fbYouTube Shorts\u5411\u3051\u306e\u7e26\u578b\u52d5\u753b\u3092\u81ea\u52d5\u751f\u6210\u3002A/B\u30c6\u30b9\u30c8\u7528\u306b\u8907\u6570\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3082\u4e00\u62ec\u751f\u6210\u3002\n\n**\u30b7\u30fc\u30f34: \u793e\u5185\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u52d5\u753b\u5316**\n\u91cd\u8981\u306a\u30a2\u30ca\u30a6\u30f3\u30b9\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u52d5\u753b\u3067\u4f1d\u3048\u305f\u3044\u304c\u5236\u4f5c\u30ea\u30bd\u30fc\u30b9\u304c\u306a\u3044\u5834\u5408\u3001\u30c6\u30ad\u30b9\u30c8\u3092Vids\u3067\u7c21\u5358\u306b\u52d5\u753b\u5316\u3002AI\u30a2\u30d0\u30bf\u30fc\u304c\u8aac\u660e\u5f79\u3092\u62c5\u3046\u3002\n\n---\n\n## 22. NotebookLM\n\n### 22.1 \u6982\u8981\n\nNotebookLM\u306fGoogle\u304c\u63d0\u4f9b\u3059\u308bAI\u99c6\u52d5\u306e\u30ea\u30b5\u30fc\u30c1\u30fb\u30ca\u30ec\u30c3\u30b8\u6574\u7406\u30c4\u30fc\u30eb\u3067\u3059\u3002PDF\u3084\u8a18\u4e8b\u3001\u97f3\u58f0\u306a\u3069\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\u3068\u3057\u3066\u767b\u9332\u3057\u3001Gemini\u304c\u305d\u306e\u5185\u5bb9\u3092\u6df1\u304f\u7406\u89e3\u3057\u305f\u4e0a\u3067\u8cea\u554f\u5fdc\u7b54\u30fb\u8981\u7d04\u30fb\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u751f\u6210\u3092\u884c\u3044\u307e\u3059\u3002I/O 2026\u524d\u5f8c\u3067\u8907\u6570\u306e\u5927\u578b\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u304c\u767a\u8868\u30fb\u5c55\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\n\n### 22.2 Audio Overview\uff08\u97f3\u58f0\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u751f\u6210\uff09\n\nNotebookLM\u306e\u6700\u5927\u306e\u7279\u5fb4\u3068\u3082\u3044\u3048\u308b\u6a5f\u80fd\u304c\u300cAudio Overview\u300d\u3067\u3059\u3002\u767b\u9332\u3057\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u8cc7\u6599\u3092\u3082\u3068\u306b\u3001**AI\u30db\u30b9\u30c82\u540d\u304c\u639b\u3051\u5408\u3044\u306a\u304c\u3089\u89e3\u8aac\u3059\u308b\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8**\u3092\u81ea\u52d5\u751f\u6210\u3057\u307e\u3059\u3002\n\n**\u7279\u5fb4**\n- \u5358\u7d14\u306a\u8981\u7d04\u3067\u306f\u306a\u304f\u30012\u4eba\u306eAI\u30db\u30b9\u30c8\u304c\u300c\u306a\u305c\u91cd\u8981\u304b\u300d\u300c\u3069\u3046\u5fdc\u7528\u3067\u304d\u308b\u304b\u300d\u307e\u3067\u81ea\u7136\u306a\u4f1a\u8a71\u3067\u8b70\u8ad6\n- \u751f\u6210\u3055\u308c\u305f\u97f3\u58f0\u306f\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30aa\u30d5\u30e9\u30a4\u30f3\u3067\u3082\u8074\u53d6\u53ef\u80fd\n- \u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u5f62\u5f0f\uff08\u5f8c\u8ff0\uff09\n\n**\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3**\n```\n\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u9078\u629e:\n- Deep Dive\uff08\u6df1\u6398\u308a\uff09: 1\u3064\u306e\u30c8\u30d4\u30c3\u30af\u3092\u5fb9\u5e95\u89e3\u8aac\n- Brief\uff08\u30d6\u30ea\u30fc\u30d5\uff09: \u8981\u70b9\u3060\u3051\u3092\u77ed\u6642\u9593\u3067\n- Critique\uff08\u6279\u5224\u7684\u8003\u5bdf\uff09: \u8ad6\u70b9\u30fb\u554f\u984c\u70b9\u306b\u7126\u70b9\n- Debate\uff08\u8b70\u8ad6\u5f62\u5f0f\uff09: \u8cdb\u5426\u4e21\u8ad6\u3092\u5c55\u958b\n\n\u30ab\u30b9\u30bf\u30e0\u8a2d\u5b9a\u9805\u76ee:\n- \u8a00\u8a9e\uff08\u65e5\u672c\u8a9e\u5bfe\u5fdc\uff09\n- \u5c3a\uff08\u77ed/\u4e2d/\u9577\uff09\n- \u91cd\u70b9\u30c6\u30fc\u30de: \u300c\u3053\u306e\u30a8\u30d4\u30bd\u30fc\u30c9\u3067\u7279\u306b\u3007\u3007\u3092\u6398\u308a\u4e0b\u3052\u3066\u304f\u3060\u3055\u3044\u300d\n```\n\n**\u30d7\u30ed\u30f3\u30d7\u30c8\u4f8b**\n```\n\u4ee5\u4e0b\u306e3\u3064\u306e\u8ad6\u6587\u3092\u3082\u3068\u306bAudio Overview\u3092\u751f\u6210\u3057\u3066\u304f\u3060\u3055\u3044\uff1a\n[\u8ad6\u65871: \u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u7701\u30a8\u30cd\u30eb\u30ae\u30fc\u5316]\n[\u8ad6\u65872: \u30aa\u30f3\u30c7\u30d0\u30a4\u30b9AI\u306e\u6700\u65b0\u52d5\u5411]\n[\u8ad6\u65873: AI\u306e\u74b0\u5883\u8ca0\u8377\u306b\u3064\u3044\u3066\u306e\u8abf\u67fb]\n\n\u30d5\u30a9\u30fc\u30de\u30c3\u30c8: Debate\uff08\u8b70\u8ad6\u5f62\u5f0f\uff09\n\u91cd\u70b9\u30c6\u30fc\u30de: \u300c\u4f01\u696d\u304cAI\u5c0e\u5165\u3092\u9032\u3081\u308b\u4e0a\u3067\u3001\u74b0\u5883\u30b3\u30b9\u30c8\u3068\u3069\u3046\u5411\u304d\u5408\u3046\u3079\u304d\u304b\u300d\n\u8a00\u8a9e: \u65e5\u672c\u8a9e\n\u5c3a: 20\u5206\u7a0b\u5ea6\n```\n\n### 22.3 \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30e2\u30fc\u30c9\n\nAudio Overview\u306e\u30ea\u30b9\u30cb\u30f3\u30b0\u4e2d\u306b\u300c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30e2\u30fc\u30c9\u300d\u3092\u30aa\u30f3\u306b\u3059\u308b\u3068\u3001**\u30ea\u30b9\u30cb\u30f3\u30b0\u3057\u306a\u304c\u3089AI\u30db\u30b9\u30c8\u306b\u5272\u308a\u8fbc\u3093\u3067\u8cea\u554f**\u3067\u304d\u307e\u3059\u3002\n\n```\n\u6d3b\u7528\u4f8b:\n\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u518d\u751f\u4e2d...\n\u30e6\u30fc\u30b6\u30fc: \u300c\u4eca\u306e\u8aac\u660e\u3001\u3082\u3046\u5c11\u3057\u8a73\u3057\u304f\u6559\u3048\u3066\u300d\nAI\u30db\u30b9\u30c8: \u300c\u3044\u3044\u8cea\u554f\u3067\u3059\u306d\u3002\u3053\u306e\u70b9\u306b\u3064\u3044\u3066\u306f\u3067\u3059\u306d...\u300d\n\uff08\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u306b\u623b\u308b or \u4f1a\u8a71\u3092\u7d9a\u3051\u308b\uff09\n```\n\n### 22.4 Podcast API\uff08\u958b\u767a\u8005\u5411\u3051\uff09\n\nNotebookLM Enterprise\u3067\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308bPodcast API\u3092\u4f7f\u3048\u3070\u3001\u958b\u767a\u8005\u304c\u72ec\u81ea\u306e\u30a2\u30d7\u30ea\u306bAI\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u751f\u6210\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3081\u307e\u3059\u3002\n\n```python\nimport google.generativeai as genai\n\n# Podcast API\u306e\u57fa\u672c\u7684\u306a\u4f7f\u7528\u4f8b\npodcast_response = genai.create_podcast(\n    context=[\n        {\"type\": \"text\", \"content\": \"\u7814\u7a76\u8ad6\u6587\u306e\u30c6\u30ad\u30b9\u30c8\u5168\u6587...\"},\n        {\"type\": \"url\", \"url\": \"https://arxiv.org/abs/XXXX.XXXXX\"},\n        {\"type\": \"pdf\", \"path\": \"/path/to/report.pdf\"}\n    ],\n    format=\"deep_dive\",\n    language=\"ja\",\n    duration_minutes=15,\n    focus_prompt=\"\u30d3\u30b8\u30cd\u30b9\u30d1\u30fc\u30bd\u30f3\u304c\u5b9f\u8df5\u3067\u4f7f\u3048\u308b\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4e2d\u5fc3\u306b\"\n)\n\n# \u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\nwith open(\"podcast_output.mp3\", \"wb\") as f:\n    f.write(podcast_response.audio_content)\n```\n\n### 22.5 Google AI Pro\u3068\u306e\u7d71\u5408\n\n- **Google AI Pro\u30d7\u30e9\u30f3\u306b\u7121\u6599\u3067NotebookLM\u304c\u7d71\u5408**\uff08\u5225\u9014\u8ab2\u91d1\u4e0d\u8981\uff09\n- AI\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u300cAsk NotebookLM\u300d\u3092\u4f7f\u7528\u53ef\u80fd\uff08\u81ea\u5206\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092AI\u30ca\u30ec\u30c3\u30b8\u30bd\u30fc\u30b9\u3068\u3057\u3066\u6d3b\u7528\uff09\n- Workspace\u3068\u306e\u9023\u643a\u3067Drive\u5185\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u76f4\u63a5\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u8ffd\u52a0\n\n### 22.6 \u4e3b\u306a\u6d3b\u7528\u30b7\u30fc\u30f3\n\n**\u30b7\u30fc\u30f31: \u5b66\u8853\u30ea\u30b5\u30fc\u30c1\u306e\u52b9\u7387\u5316**\n\u8907\u6570\u306e\u8ad6\u6587\u30fb\u66f8\u7c4d\u3092\u767b\u9332\u3057\u3001\u300c\u3053\u306e\u5206\u91ce\u306e\u4e3b\u8981\u306a\u8ad6\u70b9\u306f\uff1f\u300d\u300c\u8457\u8005A\u3068\u8457\u8005B\u306e\u898b\u89e3\u306e\u76f8\u9055\u70b9\u306f\uff1f\u300d\u3068\u3044\u3046\u6a2a\u65ad\u7684\u306a\u8cea\u554f\u306b\u7b54\u3048\u3066\u3082\u3089\u3046\u3002Audio Overview\u3067\u901a\u52e4\u4e2d\u306b\u8074\u304f\u5f62\u5f0f\u306b\u3082\u5909\u63db\u3002\n\n**\u30b7\u30fc\u30f32: \u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9**\n\u7af6\u5408\u4ed6\u793e\u306e\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u30fb\u6c7a\u7b97\u767a\u8868\u30fb\u30ec\u30dd\u30fc\u30c8\u3092NotebookLM\u306b\u767b\u9332\u3057\u3001\u300c\u7af6\u5408\u5404\u793e\u306e\u6226\u7565\u306e\u9055\u3044\u3092\u6559\u3048\u3066\u300d\u3068\u3044\u3046\u5206\u6790\u8cea\u554f\u3092\u884c\u3046\u3002\n\n**\u30b7\u30fc\u30f33: \u793e\u5185\u30ca\u30ec\u30c3\u30b8\u306e\u97f3\u58f0\u5316**\n\u793e\u5185\u898f\u5b9a\u30fb\u30de\u30cb\u30e5\u30a2\u30eb\u30fb\u7814\u4fee\u8cc7\u6599\u3092NotebookLM\u306b\u767b\u9332\u3057\u3001\u300c\u65b0\u5165\u793e\u54e1\u5411\u3051\u306e\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u300d\u3092\u81ea\u52d5\u751f\u6210\u3002\u66f4\u65b0\u304c\u3042\u308c\u3070\u518d\u751f\u6210\u3059\u308b\u3060\u3051\u3002\n\n**\u30b7\u30fc\u30f34: \u30b3\u30f3\u30c6\u30f3\u30c4\u30ea\u30d1\u30fc\u30d1\u30b7\u30f3\u30b0**\nYouTube\u306e\u53ce\u9332\u539f\u7a3f\u30fb\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092NotebookLM\u306b\u5165\u308c\u3066\u3001Debate\u5f62\u5f0f\u306e\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u3092\u751f\u6210\u2192\u5225\u306e\u5a92\u4f53\u30b3\u30f3\u30c6\u30f3\u30c4\u3068\u3057\u3066\u6d41\u7528\u3002\n\n**\u30b7\u30fc\u30f35: \u8aad\u66f8\u30b5\u30dd\u30fc\u30c8**\n\u9577\u3044\u672c\u3084\u5831\u544a\u66f8\u3092PDF\u3067\u767b\u9332\u3057\u3001\u300cChapter 3\u306e\u8981\u70b9\u30925\u5206\u306e\u30dd\u30c3\u30c9\u30ad\u30e3\u30b9\u30c8\u306b\u3057\u3066\u300d\u3068\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306a\u30a4\u30f3\u30d7\u30c3\u30c8\u304c\u5b9f\u73fe\u3002\n\n---\n\n## \u53c2\u8003\u30ea\u30f3\u30af\u30fb\u51fa\u5178\n\n- [Google I/O 2026 \u516c\u5f0f\u30b5\u30a4\u30c8](https://io.google/2026/)\n- [9to5Google: Google I/O 2026 \u5168\u767a\u8868\u307e\u3068\u3081](https://9to5google.com/2026/05/19/google-io-2026-news/)\n- [Google Blog: Sundar Pichai keynote I/O 2026](https://blog.google/innovation-and-ai/sundar-pichai-io-2026/)\n- [Google DeepMind: Gemini 3.5 Flash](https://deepmind.google/models/gemini/flash/)\n- [Google Blog: Gemini app \u306e\u9032\u5316](https://blog.google/innovation-and-ai/products/gemini-app/next-evolution-gemini-app/)\n- [Google Blog: Antigravity 2.0 \u958b\u767a\u8005\u5411\u3051\u30cf\u30a4\u30e9\u30a4\u30c8](https://blog.google/innovation-and-ai/technology/developers-tools/google-io-2026-developer-highlights/)\n- [Google Blog: AI Studio I/O 2026](https://blog.google/innovation-and-ai/technology/developers-tools/google-ai-studio-io-2026/)\n- [Google Blog: Android XR \u30a2\u30a4\u30a6\u30a7\u30a2](https://blog.google/products-and-platforms/platforms/android/android-xr-io-2026/)\n- [Google Blog: Universal Cart](https://blog.google/products-and-platforms/products/shopping/google-shopping-cart/)\n- [Android Authority: Gemini Spark\u30fbDaily Brief\u30fbNeural Expressive](https://www.androidauthority.com/google-gemini-neural-expressive-gemini-spark-daily-brief-omni-updates-3668384/)\n- [CNBC: Gemini 3.5 Flash\u30fbGemini Spark](https://www.cnbc.com/2026/05/19/google-ai-ultra-gemini-spark-omni.html)\n- [MarkTechPost: Antigravity 2.0 \u8a73\u7d30](https://www.marktechpost.com/2026/05/19/google-launches-antigravity-2-0-at-i-o-2026/)\n- [TechTimes: Google AI Ultra $100\u30d7\u30e9\u30f3](https://www.techtimes.com/articles/316853/20260519/google-cuts-ai-ultra-100-launches-gemini-spark-agent-android-xr-glasses-i-o-2026.htm)\n- [Google Blog: Android Show I/O Edition 2026](https://blog.google/products-and-platforms/platforms/android/android-show-io-edition-2026/)\n- [Google Blog: Jules \u6b63\u5f0f\u30ea\u30ea\u30fc\u30b9](https://blog.google/technology/google-labs/jules-now-available/)\n- [Google Blog: Google Vids\uff08Veo 3.1 + Lyria 3\uff09](https://blog.google/products-and-platforms/products/workspace/google-vids-updates-lyria-veo/)\n- [Google DeepMind: Veo 3.1](https://deepmind.google/models/veo/)\n- [Google NotebookLM Audio Overview](https://notebooklm.google/audio)\n- [Gizbot: Google I/O 2026 AI\u5168\u4f53\u307e\u3068\u3081](https://www.gizbot.com/artificial-intelligence/google-i-o-2026-ai-shift-gemini-spark-agents-and-ai-workspace-014-125689.html)\n\n---\n\n*\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f2026\u5e745\u670820\u65e5\u6642\u70b9\u306e\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002\u5404\u6a5f\u80fd\u306e\u63d0\u4f9b\u6642\u671f\u30fb\u4ed5\u69d8\u306f\u4eca\u5f8c\u5909\u66f4\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u6700\u65b0\u60c5\u5831\u306fGoogle\u306e\u516c\u5f0f\u30b5\u30a4\u30c8\u30fb\u30d6\u30ed\u30b0\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002*\n", "creation_timestamp": "2026-05-19T21:05:08.000000Z"}]}