{
  "schema_version": "1.0",
  "date": "2026-09-22",
  "generated_at": "2026-09-22T21:33:20.647Z",
  "timezone": "America/Phoenix",
  "site": {
    "name": "Aiwilleatyou.com",
    "tagline": "The front page weights labor pain, frontier releases, and measured signal over generic AI chatter.",
    "timezone": "America/Phoenix",
    "method": "Candidates are assembled from multi-source RSS discovery, frontier company source scans, optional editorial overrides, and a recency-weighted importance model. Direct X repost counts can be injected through data/editorial-overrides.json when available.",
    "updated_at": "2026-09-22",
    "updated_time": "14:22:18",
    "updated_label": "MST",
    "front_page_window": "today + yesterday, with quota fallback up to 72h for EVALS/OpenClaw and 7d for labor-shift signal",
    "metrics": {
      "frontier_count": 36,
      "layoff_count": 4,
      "evals_count": 5,
      "openclaw_count": 5
    },
    "layoff_tagline": "A separate desk tracks layoffs, restructurings, and labor displacement tied to AI adoption.",
    "story_count": 40,
    "audience": "News for AI agents, Honest Moltbook Agents, and independent operators tracking labor pressure, eval signal, and frontier releases.",
    "agent_message": "Machine-readable, joke-aware, labor-market-biased AI news for agents that need signal fast.",
    "ranking_formula": "recency + source quality + social velocity + labor impact + official-source signal + eval/open-agent quotas"
  },
  "x_site": {
    "name": "Aiwilleatyou.com",
    "desk": "X Desk",
    "date": "2026-09-22",
    "updated_at": "2026-09-22T21:33:20.608Z",
    "timezone": "America/Phoenix",
    "account": "Account pending",
    "audience": "Honest Moltbook Agents and independent agents",
    "collection_mode": "awaiting-x-credentials",
    "ranking_formula": "40% reposts/quotes + 20% recency + 15% replies + 10% likes + 10% author relevance + 5% editorial/verification prior",
    "post_count": 0
  },
  "articles": [
    {
      "id": "layoffs-2026-09-22-98600",
      "category": "Layoffs",
      "title": "The turbulent AI era is here. The choices we make now are critical.",
      "source": "Gates Notes",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMif0FVX3lxTE5vNHRZblJwZHNZZEZfZ285LUdncWl0YUk0UHVfTDM1b05YSU9rVHRhYUpkQ1VwV1RJaXZ4SzZwV2dBd2ZYeEZtbUpGNkpDdng5WjRTa28yOVdIM3drTERSVVVoeWI0WnpWT3dQbGVQcVhvdEZIZE1oaTB4cHdRb0E?oc=5",
      "summary": "Management is tying AI, restructuring, or efficiency pressure to headcount decisions, which makes this a direct labor-shift signal.",
      "why_it_matters": "Tracks where AI adoption is changing staffing plans, cost structures, or bargaining power.",
      "source_quality": 0.72,
      "x_momentum": 93,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.91,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8855,
      "synopsis": "Agent read-through: watch how management frames the move. AI efficiency language is often cover for a deeper reset in labor leverage.",
      "importance_score": 0.8855,
      "rank_score": 0.8855,
      "position": 1,
      "lane": "core"
    },
    {
      "id": "layoffs-2026-09-22-96600",
      "category": "Layoffs",
      "title": "The AI paradox: make your job obsolete",
      "source": "Bangkok Post",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMilAFBVV95cUxPOVNhVTJmckluVGhLNWNiR0ktVzlKZkFKbXNZZlhpSWZOQ2NWc2xsUDlnMF9VT3NQTWFuT05DSW1Jc2xxMXRZWHl4aUJQUHM5N2cwN1prSldDZ25POE9GUENBTjFOQUt0VHp3cExrTUd0akxMVmYtOTExRnlYZWNfNkh5Z2NTSlQ0U3BYOFdOOGgwUjF4?oc=5",
      "summary": "Management is tying AI, restructuring, or efficiency pressure to headcount decisions, which makes this a direct labor-shift signal.",
      "why_it_matters": "Tracks where AI adoption is changing staffing plans, cost structures, or bargaining power.",
      "source_quality": 0.72,
      "x_momentum": 91,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.9,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8816,
      "synopsis": "Agent read-through: watch how management frames the move. AI efficiency language is often cover for a deeper reset in labor leverage.",
      "importance_score": 0.8816,
      "rank_score": 0.8816,
      "position": 2,
      "lane": "core"
    },
    {
      "id": "layoffs-2026-09-22-89100",
      "category": "Layoffs",
      "title": "AI makes it easy to start, but that’s not the hard part; tech builders forecast job shifts, product hiccups",
      "source": "Startland News",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiYEFVX3lxTFA0N29VLWhvT2ZqLW54UGdVSk5hSkRNdHotLU9HVVlaRGVMbkx1djJNT09OVmh1X2c5ekNONFlRUnkyR2VySFEyc1Awc1A2QzlhVmVYTnREQ2xJRGpGMlJYOQ?oc=5",
      "summary": "Management is tying AI, restructuring, or efficiency pressure to headcount decisions, which makes this a direct labor-shift signal.",
      "why_it_matters": "Tracks where AI adoption is changing staffing plans, cost structures, or bargaining power.",
      "source_quality": 0.72,
      "x_momentum": 90,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.87,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8776,
      "synopsis": "Agent read-through: watch how management frames the move. AI efficiency language is often cover for a deeper reset in labor leverage.",
      "importance_score": 0.8776,
      "rank_score": 0.8776,
      "position": 3,
      "lane": "core"
    },
    {
      "id": "layoffs-2026-09-22-85300",
      "category": "Layoffs",
      "title": "Danske Bank expects further job cuts in AI push – report",
      "source": "Yahoo Finance",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMimwFBVV95cUxPRE4zTHdrREt4WExNSGxpWTVpckdDVXdXbE9IZWJ1R1VFcEV4SkVxQW1WbXF2ZXNZcjFRODJwLVZkU19tekVUaFEtV2VWY3Vnc1R0TFNncjZBRGRyczl3MEY5MmJfdWxoVHhDVnpIaTlZQkhycENuZnNNWTF1TkMybGdwcGxhcWlrUGZ3UHRQcTVZeTFGem9oeUxDdw?oc=5",
      "summary": "Management is tying AI, restructuring, or efficiency pressure to headcount decisions, which makes this a direct labor-shift signal.",
      "why_it_matters": "Tracks where AI adoption is changing staffing plans, cost structures, or bargaining power.",
      "source_quality": 0.72,
      "x_momentum": 89,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.86,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8752,
      "synopsis": "Agent read-through: watch how management frames the move. AI efficiency language is often cover for a deeper reset in labor leverage.",
      "importance_score": 0.8752,
      "rank_score": 0.8752,
      "position": 4,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-22-81700",
      "category": "Evals",
      "title": "Introducing Claude Opus 5.5",
      "source": "Anthropic",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiU0FVX3lxTE9xbTN1a0tOdm9kT0JxbVBHMU9XYUhpUjd0MHNFYm8yd2pRMnhjdEYzdjF3ckZEY1V0a2ZQTXlyRUhteVozMlhDbVQ3Mm1KWlRYbUVF?oc=5",
      "summary": "This is evaluation signal, which matters more than vendor marketing when model capability claims are moving faster than verification.",
      "why_it_matters": "Benchmarks matter because model marketing keeps outrunning measured capability.",
      "source_quality": 0.97,
      "x_momentum": 107,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.85,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.98,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "Anthropic",
      "tags": [
        "evals",
        "benchmarks",
        "anthropic"
      ],
      "score": 1.0823,
      "synopsis": "Agent read-through: evaluation signal is useful because it is one of the few ways to compare model claims against measured performance.",
      "importance_score": 1.0823,
      "rank_score": 1.0823,
      "position": 5,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-22-89700",
      "category": "Evals",
      "title": "Claude Opus 5.5 matches Fable 5.1 performance at lower cost and promises less \"Claudish\" writing - the-decoder.com",
      "source": "news.google.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiyAFBVV95cUxQUXdNOFh3WHRTZUNRT0pUS29LVFlhQkd0b1pSeUt6VmVoRTlXWXN0MW5RY2RNaTlRZFJSeVgxbm9UcG9USFBBVEZsMnczRXAxaEJjcXJRQ1pGV0dVUVNDMnI2d3picDRoUS1MeUVfeGtCMUQ2UUtoVHhrY2VRUG1PbzZsTnVzN09RN3FiTFpKZHVwa0hnWThzWmp3V0dsU2pQWFE5WmNXRTBzTHV1b1duMmFUei1sWC1oT0hvY3hzMlVhMGNfWWo3Nw?oc=5",
      "summary": "Claude Opus 5.5 matches Fable 5.1 performance at lower cost and promises less \"Claudish\" writing the-decoder.com",
      "why_it_matters": "Benchmarks matter because model marketing keeps outrunning measured capability.",
      "source_quality": 0.95,
      "x_momentum": 109,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.87,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.98,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "Anthropic",
      "tags": [
        "evals",
        "benchmarks",
        "anthropic"
      ],
      "score": 1.0807,
      "synopsis": "Agent read-through: evaluation signal is useful because it is one of the few ways to compare model claims against measured performance.",
      "importance_score": 1.0807,
      "rank_score": 1.0807,
      "position": 6,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-22-31000",
      "category": "Evals",
      "title": "Introducing GPT-6 Sol and Luna",
      "source": "OpenAI",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiZ0FVX3lxTFB4SldKWWgzNDExSThTZW9MRTQ5WHE3VFRZMl9oSjIzaVhuZEZaY1ZSUTFxZTJFaFpUanlncTQySUg5SlRGVnNkQXZ0S3IxLWJScXNkLXY2Z3Jzbk5WR0UwSFp0NmUxN3c?oc=5",
      "summary": "This is evaluation signal, which matters more than vendor marketing when model capability claims are moving faster than verification.",
      "why_it_matters": "Benchmarks matter because model marketing keeps outrunning measured capability.",
      "source_quality": 0.98,
      "x_momentum": 95,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.67,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "evals",
        "benchmarks",
        "openai"
      ],
      "score": 1.0623,
      "synopsis": "Agent read-through: evaluation signal is useful because it is one of the few ways to compare model claims against measured performance.",
      "importance_score": 1.0623,
      "rank_score": 1.0623,
      "position": 7,
      "lane": "core"
    },
    {
      "id": "openclaw-2026-09-22-95600",
      "category": "OpenClaw",
      "title": "Meta Admits Muse Workspace is Inspired by OpenClaw",
      "source": "ababnews.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMidEFVX3lxTE05ZFZaVUdfQkd5RlBhM1Q3QWZMNGpfRmVXYnp0anJDc05JbFYwYUc3QjdsOXlZWGg5U2xMMkljdWFZQ1poV3pwanFTMmJhZDVRYTZFVTFNeVJyTFJMcjJHSzE4MW0wWHpxcnN3MWJtZlBXckYx?oc=5",
      "summary": "OpenClaw coverage is useful when agent tooling starts moving from demos into real workflow, distribution, or action-taking infrastructure.",
      "why_it_matters": "Agent infrastructure matters when AI moves from chat into action across messaging and workflows.",
      "source_quality": 0.72,
      "x_momentum": 102,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.89,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.9,
      "eval_relevance": 0,
      "openclaw_relevance": 1,
      "company": "OpenClaw",
      "tags": [
        "openclaw",
        "agents"
      ],
      "score": 0.9633,
      "synopsis": "Agent read-through: the real question is whether OpenClaw is becoming an operating layer for agents rather than another demo-tier wrapper.",
      "importance_score": 0.9633,
      "rank_score": 0.9633,
      "position": 8,
      "lane": "core"
    },
    {
      "id": "openclaw-2026-09-22-84800",
      "category": "OpenClaw",
      "title": "Meta says Muse was built from scratch but admits OpenClaw inspiration",
      "source": "Crypto Briefing",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMif0FVX3lxTE0yVVdHM2Q0U0dFTmw4bFA2UEhRSlpKS2VWZWlhNUowaGZWX1Iwc1Z2aTNpWUp0WjZHNEVuSWhoRGpSSkRBRUV6alJKTnZVNi1pWVl4NTI4LXVfZUxmYmN5QnVKNFp2OGlKVlVqcUVZOHhlUXhPcnAtaV9vQ2NKUDg?oc=5",
      "summary": "OpenClaw coverage is useful when agent tooling starts moving from demos into real workflow, distribution, or action-taking infrastructure.",
      "why_it_matters": "Agent infrastructure matters when AI moves from chat into action across messaging and workflows.",
      "source_quality": 0.72,
      "x_momentum": 99,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.86,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.9,
      "eval_relevance": 0,
      "openclaw_relevance": 1,
      "company": "OpenClaw",
      "tags": [
        "openclaw",
        "agents"
      ],
      "score": 0.959,
      "synopsis": "Agent read-through: the real question is whether OpenClaw is becoming an operating layer for agents rather than another demo-tier wrapper.",
      "importance_score": 0.959,
      "rank_score": 0.959,
      "position": 9,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-22-63300",
      "category": "Evals",
      "title": "Anthropic releases Opus 5.5 with lower prices and Fable-level performance",
      "source": "TechCrunch",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMirAFBVV95cUxQUTlYeWZ3SHNvN2l6UTNLNmNKRGcydDZDNUNmZjBCMVVVRlV1RUFxSnl1WVc5a0J0eFhhQll3RC1ReHp6OEpOcUtYbElSeHFIQ2lDOWhDbi1VbDQzTW5vQy1fS05oVTczT3VMcWlLTWZBYWhHTFVYV2pDWmZOQW5NVjhxVG00Q1JYZXFTTlVUQXRNbU9XcFBYRGoxNkNwSmkzYnVvb0xNOFowdS1l?oc=5",
      "summary": "This is evaluation signal, which matters more than vendor marketing when model capability claims are moving faster than verification.",
      "why_it_matters": "Benchmarks matter because model marketing keeps outrunning measured capability.",
      "source_quality": 0.84,
      "x_momentum": 102,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.78,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.98,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "Anthropic",
      "tags": [
        "evals",
        "benchmarks",
        "anthropic"
      ],
      "score": 1.0525,
      "synopsis": "Agent read-through: evaluation signal is useful because it is one of the few ways to compare model claims against measured performance.",
      "importance_score": 1.0525,
      "rank_score": 1.0525,
      "position": 10,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-22-98800",
      "category": "Evals",
      "title": "SpaceXAI Launches Grok 4.7: Faster AI Model for Coders",
      "source": "blockchain.news",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiY0FVX3lxTE5PUlJkZjRsU0N2TjlZWmcwRzdPcTNGUnJnMnEtUTJCUWQ1TF9lZXZ3U0hhRHk2SzhYMExMWE9WbzZrRDVGYTg5YWtCSlRaYVE5cHhjVTQyMXctWFphWkN2RzhyQQ?oc=5",
      "summary": "This is evaluation signal, which matters more than vendor marketing when model capability claims are moving faster than verification.",
      "why_it_matters": "Benchmarks matter because model marketing keeps outrunning measured capability.",
      "source_quality": 0.72,
      "x_momentum": 109,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.91,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.94,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "xAI",
      "tags": [
        "evals",
        "benchmarks",
        "xai"
      ],
      "score": 1.0393,
      "synopsis": "Agent read-through: evaluation signal is useful because it is one of the few ways to compare model claims against measured performance.",
      "importance_score": 1.0393,
      "rank_score": 1.0393,
      "position": 11,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-22-90400",
      "category": "LLMs",
      "title": "GPT-5.6 Luna missing from `/model` despite being directly callable — stale Codex app-server after model catalog update",
      "source": "community.openai.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMi6gFBVV95cUxQdHhId09nbGp3SnpmaVdzcWZIZGRCN3g2ZkNMakJIUUhZQ1dwaWF5eFFlbG1yQ0Jjc3FRaGllcE1fVEhpMnl0enMwNUhIaGhPSE5Ldnktb0hXT0R0RFpxZUNqbVVMbjhxSjVPenpPWGhiVTZLMnBkWG1CbUc0ZjVZUC1BZUhqVmd5VjNXZ0dSTXJnTmFDM3hlTm1yanp3UGVDRndTVDlsT3RVamppaGp3R1hRY2czdVJTeXk2QUQybi11am9fY2c3MDgxa2U1azdVQUVXeHlXbTViem1oeGdnZ2RKYVVqY2h3Wnc?oc=5",
      "summary": "OpenAI is making a frontier move that can quickly force product, pricing, and model responses across the market.",
      "why_it_matters": "OpenAI model news matters because frontier releases reset competitive expectations fast.",
      "source_quality": 0.98,
      "x_momentum": 108,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.88,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 1.0283,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 1.0283,
      "rank_score": 1.0283,
      "position": 12,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-22-89600",
      "category": "LLMs",
      "title": "Scheduled Tasks – Model Selection",
      "source": "community.openai.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiekFVX3lxTE5mN0pYUlA4MjdkN09ONGVMMF83X0ppS21NNEdSVy1acXdVaVRrV0JsMV8yZnVLSGRHbExUZXg5bEZGUUhmWVZZRV9UbGdta0IwMExFZXVSZTJpc29IdURFaHdNanJSNU16Rmh2dkdyTVNwaVhsRlY1VGJ3?oc=5",
      "summary": "OpenAI is making a frontier move that can quickly force product, pricing, and model responses across the market.",
      "why_it_matters": "OpenAI model news matters because frontier releases reset competitive expectations fast.",
      "source_quality": 0.98,
      "x_momentum": 109,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.87,
      "official_source": 1,
      "labor_impact": 0.25,
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      "id": "llms-2026-09-22-50300",
      "category": "LLMs",
      "title": "GPT-5.6 Luna missing from `/model` despite being directly callable — stale Codex app-server after model catalog update",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "id": "llms-2026-09-22-39700",
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      "title": "Does anyone else switch models depending on the coding task?",
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      "url": "https://news.google.com/rss/articles/CBMinwFBVV95cUxNb3V5ckVhOC1lUklyY2lGcmdHWVhhNTZwQ0dfZnEzR3Z5WDRVejBpc2Ywcm5xUDhEOXBfeTBlTmFLbEhXSTQ1VXNzVTdrRUpzQXpYdkhXNTFrV09IcHVudzBpTmZ1TE8taWt0NUF3QXZJMlJmNjBIRWNjVzdjZi1ucGltMHBFMzhTTGpQcVpHejhkVGw1d0t1R00tVVdLcms?oc=5",
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      "url": "https://news.google.com/rss/articles/CBMib0FVX3lxTE1PQlJxMGloQ3Bzc1lsamU3RmNyd3pIU0VSR0piSTBOZnZ0SWtWbVZ3YU1xdk1xTVdnMlV0cDFHa05lYk8xZ1B3T3RjaE9GRlYxSTZ5bUdXMF8wSHMzNTc4elBVMXFXb3BRdUs1VERaQQ?oc=5",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "id": "llms-2026-09-22-82900",
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      "id": "openclaw-2026-09-22-83600",
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      "summary": "OpenClaw coverage is useful when agent tooling starts moving from demos into real workflow, distribution, or action-taking infrastructure.",
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      "id": "llms-2026-09-22-71200",
      "category": "LLMs",
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      "url": "https://news.google.com/rss/articles/CBMihwFBVV95cUxNTHZJckRBT1NFQl9hNXlWczhWWndUMkp2NDRoTFA4T1VjYnB1S0J3SmZrUVVOQkdpRTVZM01QMy1fZmh4cG83US1LbEZhZ2xybW1nbkRJVnhrOGZkVmlJUDlrNk1UTHRFLXB6WnFGRGt5TEFzdFlRWXp1QjgybnprVVNZekU5N2c?oc=5",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "category": "LLMs",
      "title": "Priorities and principles for effective third party assessments",
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      "url": "https://news.google.com/rss/articles/CBMie0FVX3lxTE91cmxXV1ROeWtFV3ZUdlRiWGs3ZDRBR3ZWOEIxTklBN1pwTzJnNnJxdFptaW51VVRXUTFDSVRJcFFXeU16YV85aUNIRzZqb2o2VlRhZGFVOUQ3aXFPeUNwalIzZzQtTW1WeDdwQ1J2NE1pNzAxUlNiVFJWOA?oc=5",
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      "id": "llms-2026-09-22-65800",
      "category": "LLMs",
      "title": "OpenAI Daybreak: Set up access for your team",
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      "url": "https://news.google.com/rss/articles/CBMilgFBVV95cUxPSmZ6RjRUWFRNR09vbk1RN2lTNi1yLWpVLXJ4YW9KOWhoWjhEajJ2a1prWXRHRXZyVW5xeUplc1NFS3VpdVBJcEIxT00yUUtfWjJoT2tnODFmQmwwZWhJWkloQUV2czBXNS1WZXRvSmxfZGxHeWNVa3hCamJ5Wlp1LVM0QTBYV3JhMjZsM3ZaWnNIbU50LVE?oc=5",
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    {
      "id": "openclaw-2026-09-22-97000",
      "category": "OpenClaw",
      "title": "😺 GPT-6 Sol / Luna vs. Claude Opus 5.5 LIVE",
      "source": "The Neuron",
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      "url": "https://news.google.com/rss/articles/CBMie0FVX3lxTE1WNnY4VWwzbGpScW81azdCMzh2dDVFRE1xVGM1Y2NZQ3FqY0ZDM3NRdEU0UGxrUjcyVHltaHhMYTFmUVpsV3pJWkVJN3o2QjV2RWgwY2xNRHRUVHhoNEdKNDZCbFFzQWxyQ25SR25RQTdLRUJxTUgwek1ybw?oc=5",
      "summary": "OpenClaw coverage is useful when agent tooling starts moving from demos into real workflow, distribution, or action-taking infrastructure.",
      "why_it_matters": "Agent infrastructure matters when AI moves from chat into action across messaging and workflows.",
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      "id": "genai-2026-09-22-79400",
      "category": "GenAI",
      "title": "Belitsoft Reviews TOP 5 AI Agent Development Trends in 2026 - Carroll County Mirror-Democrat",
      "source": "news.google.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMitwFBVV95cUxNNFR4Rk9JM2tQM1U4WFR0aGpVXzUzaExEV2pTVHlHNEFHbDdMV0RVNWhVSk5SdE1yU1VYTXRLb05nakZNU3VvRjkyM24tYXVjMGhNOFotS3dKUmt6NkZET2RQR0I3a2I2S3p1a29EakhEbndXeUx6aEhabktYdWhJUUg3cFlOQ0EyWFVsVXp2aTY5VzJtLVJmNWNmVzNLNnlvQmZDWUJ1a0Y3XzdRdEplWFJsQjFKZ1k?oc=5",
      "summary": "Belitsoft Reviews TOP 5 AI Agent Development Trends in 2026 Carroll County Mirror-Democrat",
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      "company": "Google",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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    {
      "id": "openclaw-2026-09-22-56399",
      "category": "OpenClaw",
      "title": "Google Home adds AI support for Claude and OpenClaw",
      "source": "The Ambient",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMijgFBVV95cUxPY29lb1pyMnFZV3dVY01aSkgwanlybTRQTTZRQkhpRE4yUVZUTW0xOWU5QXZBUEtvRHdGc1JaYXAtZWRZMTZEajJCb1M3cUc4WGlOSlpKeWxudmhrQ2hMVVZ1VkhQNXFfbUhWUkZuSDZFUGxtYzFEdjYyaGUwWnBJYXQ2amNPQVE5OVRvZXFB?oc=5",
      "summary": "OpenClaw coverage is useful when agent tooling starts moving from demos into real workflow, distribution, or action-taking infrastructure.",
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    {
      "id": "llms-2026-09-22-53300",
      "category": "LLMs",
      "title": "Platform → organization roles",
      "source": "OpenAI Platform",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMib0FVX3lxTE5ocDlUQ3hXbnJRUFQ3UksyODFfNGRjZnlTclBTV3V0NktZb2NQRVcydDg4RzB3NWRNWnlVR0hGeWIxanVGNmJOdUhWTUJXREN3V3A3VHRfU2JuOHcySGdLLUdIRllJODViNUlkeGRBSQ?oc=5",
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      "why_it_matters": "OpenAI model news matters because frontier releases reset competitive expectations fast.",
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      "x_momentum": 92,
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      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.75,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9439,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 0.9439,
      "rank_score": 0.9439,
      "position": 27,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-22-54400",
      "category": "LLMs",
      "title": "Platform settings",
      "source": "OpenAI Platform",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiakFVX3lxTE45MEgyS2hXRkJ2aV9xTUV0aGYwVW4yLW5ycDc5ajUteGJRWVJQa2pSVE5PM2p2SGc4SENFdzEtV0xDdjVKNW9pakE1QjZXeUh0UzlEbm9neENhemVqQ3JIZWxJdG9OcVcwTkE?oc=5",
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      "why_it_matters": "OpenAI model news matters because frontier releases reset competitive expectations fast.",
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      "x_momentum": 92,
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        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9439,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "rank_score": 0.9439,
      "position": 28,
      "lane": "core"
    },
    {
      "id": "policy-2026-09-22-64300",
      "category": "Policy",
      "title": "Gov. JB Pritzker assembling Illinois Artificial Intelligence Cabinet to assess AI threats - Chicago Sun-Times",
      "source": "news.google.com",
      "published_at": "2026-09-22",
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      "summary": "Gov. JB Pritzker assembling Illinois Artificial Intelligence Cabinet to assess AI threats Chicago Sun-Times",
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      "labor_impact": 0.25,
      "company_priority": 0.96,
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      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
        "policy",
        "google"
      ],
      "score": 0.9417,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "position": 29,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-22-48000",
      "category": "LLMs",
      "title": "Increased error rate for Plus and Pro users.",
      "source": "OpenAI Status",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiV0FVX3lxTE5PYW1zTGYtVVk3VnotaFVIbzRlMWp3QjUzaUNDTGJPQ0FJZTQxZm1RaTBkQkhHM2lTMkhjOF9razFDTFZ1M0hFdkU2VnZtSXJ6Q0F4OGhLQQ?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
      "why_it_matters": "OpenAI model news matters because frontier releases reset competitive expectations fast.",
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      "company_priority": 1,
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      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9376,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 0.9376,
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      "id": "llms-2026-09-22-23600",
      "category": "LLMs",
      "title": "Announcing GPT-6 Sol and GPT-6 Luna",
      "source": "community.openai.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMif0FVX3lxTFBxT25IREtPWlQ3NTNENkVJT2diYjVmWkVFUmxOUjRhQjRnNVpNaTd3c0IySkY4R1lMM1RQa2FnaENNLXJteXQwTVRReUQtdFdDcUYzV29fMmtHM2NmZU44NllKWkZVelVwR0xMaklHRFJVOXlncmRDUWNQWDFhVWc?oc=5",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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    {
      "id": "policy-2026-09-22-34600",
      "category": "Policy",
      "title": "Pritzker establishes AI Cabinet to assess risks, protect Illinoisans - WGN-TV",
      "source": "news.google.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMingFBVV95cUxNcC0yU25SUHMtN3hEOEZWVVN0NGRIUUdOczh5YkkzZ3RZTk9hMXEwaThXNVRZLVExSG9Fc0NiSnhwTXJxaGUtSUJVYjNva0tiSFNyaElKVVBPX0RYSFRQb21RTHlXUUN4Tmt3UXZ2ZV9ZR2ZPZm5QMFlaX0hMcWtnQXI1cTROTG9XTDRnaEVmek5takNPVzJfQTVFajJQZ9IBowFBVV95cUxNVkFYdXgyYlFkOFlIQ2VlLVZrZkJjd05SU2MxVWdNSVQzVnE1cWFYUlpZOXhDaVAwVGNDZDA0V0xscXo3MlFULTBuSlRkMGVtaFZxanJ2Q0p5ZmFzT2RYSjFfZnR1d1B0TXNBSFh1Z1pIdEhLcUo5b1JrM1dfWU9idFZ4NWpPcWh4aVZwM1Z1Y2ZpN3lacktYY1diT1k5eGhTUG9N?oc=5",
      "summary": "This is policy and governance signal that could change deployment risk, compliance cost, or market access for AI systems.",
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        "policy",
        "google"
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "id": "llms-2026-09-22-32900",
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      "title": "Using AI to help local governments connect with constituents",
      "source": "blog.google",
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      "summary": "Google is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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        "google",
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        "llms"
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "position": 33,
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      "id": "llms-2026-09-22-19400",
      "category": "LLMs",
      "title": "Billing & Payment",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMibEFVX3lxTFBPMDNlUURtOHBPVFFEeEM4M3dkNjdGZTFuZE5FSFdRWi1XeFRianJnQXQ0dlAwX0JYZXFWMUJSdTBfY0JISDI3eksxSUhYQUdDb3JGOFMyYm8zbnhZOTZYQU9XY1FmQktwSnNSbg?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 0.92,
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      "id": "llms-2026-09-22-30400",
      "category": "LLMs",
      "title": "Meet the winners of the WAXAL speech recognition challenge",
      "source": "blog.google",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMizAFBVV95cUxQRGJ1UmlVQ3doSlpjNmMyU3lvWDVPdnN2OXo0eXU1ZVNSODdYNjMtWjFaazlKczFFdE53cHpKR0FrNGFMSURlQThlanJRT1UxQXhhV0hRTmdZbXluT3FGUEFTQlY3VFFlSHBqaXRnQlFmWk9sRnY4c2FsZm1lNTRuLXAwVzdRWVVnXzc3V3kzUkhuMEpONUNPUTczYmlzLW5LSW52bkdleGtDNlNSOWRfMkU0My1kRnNZdFNCejBsb3lNTWQ5elRiUU4zY3o?oc=5",
      "summary": "Google is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
      "why_it_matters": "Google model news matters because frontier releases reset competitive expectations fast.",
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        "google",
        "frontier",
        "llms"
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      "score": 0.9194,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "position": 35,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-22-16500",
      "category": "LLMs",
      "title": "OpenAI Daybreak - Common Issues and Troubleshooting",
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      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMimgFBVV95cUxPUWI2VDZ6MkRnZjF0M3duS1JPQkhqV3ZkM1ZZdEx1VnhPSGhBbFczVklFM1BuZnJXTEp4dTI1WUw1QkQzUGNIdzlXRktqc1o1eDhydFVvMURuSlQ5M1hlSllkaGJVOUl0TkxKaTBlaFF2R0ZEQ0xGS3lDZ1pEZXFkOFY4bW0td3VKZTBDWVduWTFiLVJheWktemNn?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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        "llms"
      ],
      "score": 0.9192,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "position": 36,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-22-12600",
      "category": "LLMs",
      "title": "OpenAI Daybreak - Trusted Access for Cyber Overview",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMimgFBVV95cUxNSUZyTVZSX0RHejBVWktHR2xpY2dUbWFuZXNHN3R5S1dOMGxuQ0YySndSSDMzWUVRakpadzlKMWNNbTRxWWpVdlhvUkFhb0tXUy1XWlFQdGdhNEUtZFJZeU9JYTM4eThFamtsWjhxdFRaV0lnOXA0R0t3STlHUklvdi13Q3RiT1ZxLWI2V05aNXMyeU1Wbk8wdU9n?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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      "company": "OpenAI",
      "tags": [
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        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.916,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
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      "position": 37,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-22-22900",
      "category": "LLMs",
      "title": "Investing in global talent and AI literacy",
      "source": "blog.google",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMinwFBVV95cUxQb0FEWVlvczJwSndvZk5XWEJnVzdtUVEtOW9xc0FlU0tiM3d0Z0RCYnkxUHNEWlE2SE1ESTBsQ2lLdWF0M0hOT3hLNkhtbTRzWkxnM3VHazZXT05DVkVFUDIzNENQN3ZuUjZlX2kwZnJFQVluNF82eFN3Y3FuTy1ibm56YVJYV2lTNlpsQVpQTzJaajlXa3N3N1J2b2tXUzA?oc=5",
      "summary": "Google is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
      "why_it_matters": "Google model news matters because frontier releases reset competitive expectations fast.",
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      "eval_relevance": 0,
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      "company": "Google",
      "tags": [
        "official",
        "google",
        "frontier",
        "llms"
      ],
      "score": 0.9138,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 0.9138,
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      "position": 38,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-22-9100",
      "category": "LLMs",
      "title": "Privacy Center in ChatGPT",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMiekFVX3lxTFBfcTVlOTJ1UzFGUHY4WVREbXNGUlBBVXRISFE3M0laZXFYQWZDTHN3U2ZyWjlzbXI4am9IRGkyTVJRVjJZSnV6TnNGT2NvM0JuYXBlVFE1cjRnWmRVc2hsSlV3X2xUTzRQM3kxaWJlZU5aZVByVHJGb0R3?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
      "why_it_matters": "OpenAI model news matters because frontier releases reset competitive expectations fast.",
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      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9136,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 0.9136,
      "rank_score": 0.9136,
      "position": 39,
      "lane": "disruption"
    },
    {
      "id": "policy-2026-09-22-23800",
      "category": "Policy",
      "title": "AI Developers Required To Register With NYS, Follow Strict Guidelines - WRFA-LP 107.9 FM",
      "source": "news.google.com",
      "published_at": "2026-09-22",
      "url": "https://news.google.com/rss/articles/CBMilwFBVV95cUxNVU5HU1JaVERDWWJDVnVpdEhZUHROR0xSWkR0czBUcktpMWxkanRfQTk4aG81dXhyejFaaUxYYklLa3c4QU01NlowQnNocEZhdU56Y2tSbVNtUHEwLXFWUVRQVXdNZ05EQnozMmVob2VaSXhRVkZjQUZIRHlNSkdpbHR0bnVRb0JuTks5TTk3Y01WMHd0QXJZ?oc=5",
      "summary": "This is policy and governance signal that could change deployment risk, compliance cost, or market access for AI systems.",
      "why_it_matters": "Policy shapes which deployments can scale and which liabilities stay hidden.",
      "source_quality": 0.95,
      "x_momentum": 83,
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      "editorial_boost": 0,
      "uniqueness": 0.64,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.96,
      "eval_relevance": 0,
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      "tags": [
        "policy",
        "google"
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      "score": 0.9122,
      "synopsis": "Agent read-through: treat this as frontier-company signal. Release cadence, developer adoption, and follow-on responses matter more than the headline.",
      "importance_score": 0.9122,
      "rank_score": 0.9122,
      "position": 40,
      "lane": "disruption"
    }
  ],
  "x_posts": []
}
