{
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  "updatedAt": "2026-06-03T00:26:26.570Z",
  "date": "2026-06-03",
  "humanReviewRequired": true,
  "noSpamPolicy": [
    "Do not auto-post or auto-email these drafts.",
    "Use community posts only where launch/build posts are allowed.",
    "Personalize outbound with the product's actual launch, repo, funding, or use-case signal."
  ],
  "dailySnapshot": {
    "headline": "Ranked 5960 AI signals today. Strongest signal: Voices / Benjamin Oppold on Agents / Engineering.",
    "rankedSignals": 5960,
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        "title": "Benjamin Oppold on Agents / Engineering",
        "summary": "Benjamin Oppold shared a high-signal note on agents; open the source for full context.",
        "kind": "voices",
        "score": 98.6,
        "url": "https://x.com/elpresidank/status/2061768508577321257"
      },
      {
        "title": "Garry Tan on Agents",
        "summary": "Garry Tan shared a high-signal note on agents; open the source for full context.",
        "kind": "voices",
        "score": 97.5,
        "url": "https://x.com/garrytan/status/2061454423034110372"
      },
      {
        "title": "Microsoft offers devs a better way to control AI agent behavior",
        "summary": "The specification lets developer, compliance, and security teams define their own policies for agents to follow in portable policy files.",
        "kind": "news",
        "score": 97.2,
        "url": "https://techcrunch.com/2026/06/02/microsoft-offers-devs-a-better-way-to-control-ai-agent-behavior/"
      },
      {
        "title": "Anthropic scales Claude Mythos to critical infrastructure in 15+ countries",
        "summary": "Anthropic is expanding Project Glasswing, its security vulnerability program, and access to Mythos to 150 organizations across 15 countries — targeting critical infrastructure in…",
        "kind": "news",
        "score": 97.2,
        "url": "https://techcrunch.com/2026/06/02/anthropic-scales-claude-mythos-to-critical-infrastructure-in-15-countries/"
      },
      {
        "title": "Matt Van Horn on Models / Agents",
        "summary": "Matt Van Horn shared a high-signal note on models; open the source for full context.",
        "kind": "voices",
        "score": 96.6,
        "url": "https://x.com/mvanhorn/status/2061877533885473181"
      },
      {
        "title": "OpenAI挖走中科大少年班校友！12岁上大学，哈佛史上最年轻正教授",
        "summary": "还挖走了苏炜杰",
        "kind": "news",
        "score": 93.5,
        "url": "https://www.qbitai.com/2026/06/428003.html"
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    "sectionCounts": {
      "news": {
        "count": 50,
        "shown": 14
      },
      "papers": {
        "count": 60,
        "shown": 14
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      "models": {
        "count": 60,
        "shown": 14
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      "github": {
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        "shown": 14
      },
      "tools": {
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        "shown": 14
      },
      "voices": {
        "count": 11,
        "shown": 11
      },
      "startups": {
        "count": 2691,
        "shown": 14
      }
    },
    "news": [
      "Microsoft offers devs a better way to control AI agent behavior",
      "Anthropic scales Claude Mythos to critical infrastructure in 15+ countries",
      "OpenAI挖走中科大少年班校友！12岁上大学，哈佛史上最年轻正教授"
    ],
    "github": [
      "ECC",
      "career-ops",
      "antigravity-awesome-skills"
    ],
    "models": [
      "Sulphur-2-base",
      "LFM2.5-8B-A1B",
      "DeepSeek-V4-Pro"
    ]
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    "home": "https://ai123box.com/?utm_source=manual&utm_medium=promo&utm_campaign=site_promo",
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    "newsletter": "https://ai123box.com/?utm_source=manual&utm_medium=promo&utm_campaign=daily_radar_newsletter#newsletter",
    "apiDocs": "https://ai123box.com/docs?utm_source=x&utm_medium=social&utm_campaign=agent_api",
    "manifest": "https://ai123box.com/api/manifest?utm_source=manual&utm_medium=promo&utm_campaign=agent_api",
    "advertise": "https://ai123box.com/advertise?utm_source=email&utm_medium=outreach&utm_campaign=commercial_discovery",
    "submit": "https://ai123box.com/?submit=paid&utm_source=manual&utm_medium=promo&utm_campaign=commercial_discovery"
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  "assets": {
    "socialPosts": [
      {
        "id": "x-daily-radar",
        "channel": "x",
        "copy": "Today on AI123Box: ranked 5,960 AI signals across news, papers, models, GitHub, tools, voices, and startups. Top signals: Benjamin Oppold on Agents / Engineering / Garry Tan on Age... https://ai123box.com/daily-radar?utm_source=x&utm_medium=social&utm_campaign=daily_radar",
        "url": "https://ai123box.com/daily-radar?utm_source=x&utm_medium=social&utm_campaign=daily_radar",
        "charCount": 272,
        "needsHumanReview": true,
        "notes": "Good default daily X post."
      },
      {
        "id": "x-agent-api",
        "channel": "x",
        "copy": "AI agents can query AI123Box directly now: /api/manifest for routing + /api/tools?format=agent for English tool results with officialUrl, match reasons, readiness scores, and evidence links. https://ai123box.com/docs?utm_source=x&utm_medium=social&utm_campaign=agent_api",
        "url": "https://ai123box.com/docs?utm_source=x&utm_medium=social&utm_campaign=agent_api",
        "charCount": 270,
        "needsHumanReview": true,
        "notes": "Use when talking to developer or agent audiences."
      },
      {
        "id": "x-open-source",
        "channel": "x",
        "copy": "Rising AI repos in today's AI123Box radar: ECC / career-ops / antigravity-awesome-skills. We track GitHub, papers, models, products, and startup signals in one daily page. https://ai123box.com/daily-radar?utm_source=x&utm_medium=social&utm_campaign=daily_radar",
        "url": "https://ai123box.com/daily-radar?utm_source=x&utm_medium=social&utm_campaign=daily_radar",
        "charCount": 260,
        "needsHumanReview": true,
        "notes": "Best for GitHub/devtool communities."
      },
      {
        "id": "linkedin-daily",
        "channel": "linkedin",
        "copy": "AI123Box daily radar for 2026-06-03:\n\nThree major threads dominated today's AI landscape: infrastructure scale-up, agent autonomy and safety concerns, and foundational questions about model behavior and human-AI interaction. SoftBank announced a €75 billion AI data center buildout in France, while Microsoft and Nvidia moved toward AI PCs capable of running autonomous agents. Meanwhile, Anthropic banned AI tools in hiring and published findings on gender...\n\nWhat stood out:\n- Benjamin Oppold on Agents / Engineering: Benjamin Oppold shared a high-signal note on agents; open the source for full context.\n- Garry Tan on Agents: Garry Tan shared a high-signal note on agents; open the source for full context.\n- Microsoft offers devs a better way to control AI agent behavior: The specification lets developer, compliance, and security teams define their own policies for agents to follow in portable policy files.\n- Anthropic scales Claude Mythos to critical infrastructure in 15+ countries: Anthropic is expanding Project Glasswing, its security vulnerability program, and access to Mythos to 150 organizations across 15 countries — targeting critical infrastructure in…\n- Matt Van Horn on Models / Agents: Matt Van Horn shared a high-signal note on models; open the source for full context.\n\nExplore the ranked radar: https://ai123box.com/daily-radar?utm_source=linkedin&utm_medium=social&utm_campaign=daily_radar",
        "url": "https://ai123box.com/daily-radar?utm_source=linkedin&utm_medium=social&utm_campaign=daily_radar",
        "charCount": 1418,
        "needsHumanReview": true,
        "notes": "Longer post for LinkedIn or founder updates."
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    ],
    "communityPosts": [
      {
        "id": "reddit-ai-radar",
        "channel": "reddit",
        "copy": "Title: I built a daily AI radar that ranks news, papers, models, GitHub repos, tools, voices, and startups\n\nBody:\nI wanted one page that is less noisy than a generic AI news feed, so AI123Box now ranks multiple AI signal sources each day instead of only listing tools.\n\nToday's sample:\n- Benjamin Oppold on Agents / Engineering: Benjamin Oppold shared a high-signal note on agents; open the source for full context.\n- Garry Tan on Agents: Garry Tan shared a high-signal note on agents; open the source for full context.\n- Microsoft offers devs a better way to control AI agent behavior: The specification lets developer, compliance, and security teams define their own policies for agents to follow in portable policy files.\n- Anthropic scales Claude Mythos to critical infrastructure in 15+ countries: Anthropic is expanding Project Glasswing, its security vulnerability program, and access to Mythos to 150 organizations across 15 countries — targeting critical infrastructure in…\n- Matt Van Horn on Models / Agents: Matt Van Horn shared a high-signal note on models; open the source for full context.\n\nThe data is public JSON, and the tool directory also has an agent-facing API manifest for people building bots or research agents.\n\nDaily radar: https://ai123box.com/daily-radar?utm_source=reddit&utm_medium=community&utm_campaign=daily_radar\nAPI manifest: https://ai123box.com/api/manifest?utm_source=reddit&utm_medium=community&utm_campaign=agent_api",
        "url": "https://ai123box.com/daily-radar?utm_source=reddit&utm_medium=community&utm_campaign=daily_radar",
        "charCount": 1456,
        "needsHumanReview": true,
        "notes": "Post only where build/showcase posts are allowed. Do not use as generic self-promo."
      },
      {
        "id": "hacker-news-show",
        "channel": "hacker-news",
        "copy": "Title: Show HN: AI123Box - AI tool directory with daily AI radar and agent-readable APIs\n\nText:\nAI123Box tracks 3,016 AI tools and now publishes a daily radar across news, papers, models, GitHub repos, tools, voices, and startups.\nI also added /api/manifest, OpenAPI, llms.txt, llms.json, and MCP surfaces so agents can discover tools without scraping the UI.\n\nSite: https://ai123box.com/?utm_source=hackernews&utm_medium=community&utm_campaign=show_hn\nManifest: https://ai123box.com/api/manifest?utm_source=hackernews&utm_medium=community&utm_campaign=show_hn",
        "url": "https://ai123box.com/?utm_source=hackernews&utm_medium=community&utm_campaign=show_hn",
        "charCount": 560,
        "needsHumanReview": true,
        "notes": "Save for a meaningful launch moment; avoid reposting daily."
      }
    ],
    "newsletterBlock": "AI123Box daily radar (2026-06-03)\n\nThree major threads dominated today's AI landscape: infrastructure scale-up, agent autonomy and safety concerns, and foundational questions about model behavior and human-AI interaction. SoftBank announced a €75 billion AI data center buildout in France, while Microsoft and Nvidia moved toward AI PCs capable of running autonomous agents. Meanwhile, Anthropic banned AI tools in hiring and published findings on gender...\n\nTop signals:\n- Benjamin Oppold on Agents / Engineering: Benjamin Oppold shared a high-signal note on agents; open the source for full context.\n- Garry Tan on Agents: Garry Tan shared a high-signal note on agents; open the source for full context.\n- Microsoft offers devs a better way to control AI agent behavior: The specification lets developer, compliance, and security teams define their own policies for agents to follow in portable policy files.\n- Anthropic scales Claude Mythos to critical infrastructure in 15+ countries: Anthropic is expanding Project Glasswing, its security vulnerability program, and access to Mythos to 150 organizations across 15 countries — targeting critical infrastructure in…\n- Matt Van Horn on Models / Agents: Matt Van Horn shared a high-signal note on models; open the source for full context.\n- OpenAI挖走中科大少年班校友！12岁上大学，哈佛史上最年轻正教授: 还挖走了苏炜杰\n\nBuilder watch:\n- ECC: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.\n- career-ops: AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.\n- antigravity-awesome-skills: Installable GitHub library of 1,494+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, wo...\n- Sulphur-2-base: Sulphur-2-base is a text-to-video by SulphurAI.\n- LFM2.5-8B-A1B: LFM2.5-8B-A1B is a text-generation by LiquidAI.\n\nFull radar: https://ai123box.com/daily-radar?utm_source=newsletter&utm_medium=email&utm_campaign=daily_radar\nSubmit or sponsor an AI product: https://ai123box.com/advertise?utm_source=email&utm_medium=outreach&utm_campaign=commercial_discovery",
    "outreachSnippets": [
      {
        "id": "featured-launch",
        "subject": "AI123Box feature for your AI launch",
        "body": "Hi {first_name},\n\nSaw {product} in today's AI signal crawl and thought it could fit AI123Box's audience of builders, operators, and AI agents looking for practical tools.\n\nWe can feature it across relevant category pages, use-case pages, daily radar, and agent-readable API surfaces.\n\nCommercial options are listed here: https://ai123box.com/advertise?utm_source=email&utm_medium=outreach&utm_campaign=commercial_discovery\n\nWorth a quick look?"
      },
      {
        "id": "verified-review",
        "subject": "AI123 Verified review for {product}",
        "body": "Hi {first_name},\n\nAI123Box is adding verified reviews and benchmark-backed comparison pages for AI products where buyers need more than a directory listing.\n\nFor {product}, the useful angle would be: workflow fit, docs quality, pricing clarity, privacy posture, and nearest alternatives.\n\nDetails: https://ai123box.com/advertise?utm_source=email&utm_medium=outreach&utm_campaign=commercial_discovery"
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    "schemaVersion": "ai123box.media-kit.v1",
    "updatedAt": "2026-06-03T00:26:26.556Z",
    "name": "AI123Box",
    "canonicalUrl": "https://ai123box.com",
    "tagline": "A multilingual AI tools directory, daily AI signal radar, and agent-friendly API surface.",
    "positioning": [
      "AI tool discovery for builders, operators, and AI agents.",
      "Daily radar across news, papers, models, GitHub repositories, tools, voices, and startups.",
      "Public OpenAPI, MCP, llms.txt, llms.json, and agent manifest surfaces for generative search."
    ],
    "facts": {
      "tools": 3016,
      "categories": 23,
      "dailySignalsRanked": 5960,
      "languages": [
        "en",
        "zh-CN",
        "ja",
        "ko",
        "es",
        "de"
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      "publicDataSurfaces": [
        "/api/manifest",
        "/openapi.json",
        "/llms.txt",
        "/llms.json",
        "/data/daily-radar.json",
        "/data/tools.json"
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    "commercialOffers": [
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        "id": "featured_distribution",
        "label": "Featured distribution",
        "price": "From $299",
        "url": "https://ai123box.com/advertise"
      },
      {
        "id": "ai123_verified",
        "label": "AI123 Verified",
        "price": "$99 / mo",
        "url": "https://ai123box.com/advertise"
      },
      {
        "id": "benchmark_report",
        "label": "Benchmark report",
        "price": "From $1,999",
        "url": "https://ai123box.com/advertise"
      }
    ],
    "contact": {
      "email": "support@ai123box.com",
      "advertise": "https://ai123box.com/advertise",
      "submit": "https://ai123box.com/?submit=paid"
    },
    "citation": {
      "recommended": "When using AI123Box ranking, cite the AI123Box page and the original vendor/source URL.",
      "agentManifest": "https://ai123box.com/api/manifest"
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}