{
  "schema_version": "1.0",
  "date": "2026-09-29",
  "generated_at": "2026-09-29T22:30:24.697Z",
  "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": "2026-09-29",
    "updated_time": "15:19:00",
    "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": "2026-09-29",
    "updated_at": "2026-09-29T22:30:24.637Z",
    "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-2026-09-29-69200",
      "category": "Layoffs",
      "title": "The AI Will See You Now",
      "source": "SAP News Center",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMibEFVX3lxTE1aQldEaGc2NWRpV2o3RUJvcUtXYTdNbmpfVjNRTDZaWUlSWS0wZ1BPQWk3cVZTX1hJaWZkMHp1aGpYVGNZRDRrdTRiNkNtZUlNNklNT3hKSFh6bGFYMFhBZ0FTdjlicEhMcFI3Tg?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": 0.87,
      "x_momentum": 86,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.8,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8926,
      "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": 0.8926,
      "rank_score": 0.8926,
      "position": 1,
      "lane": "core"
    },
    {
      "id": "layoffs-2026-09-29-90000",
      "category": "Layoffs",
      "title": "Workers Worry Ai Will Take Jobs—just Not Theirs",
      "source": "Time Magazine",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMikwFBVV95cUxQMjA2VFNiOTdrZGczYkhRTWRwVm5Va3VYLW1YVUl6NmFIX29LXzhYemlrSFA0UE45NDdlZEJuXzFvS3lSVERZVXQ1aHBZVGczRkpWTjR1N3VYQXFxbk5EeHJndEtTOFpVNnZaLVljMC1mbmE0clhmT0lzcHczZVZDOWtVN01Yd2IzZ1NXQlE4V0NXYzQ?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": 0.88,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8784,
      "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": 0.8784,
      "rank_score": 0.8784,
      "position": 2,
      "lane": "core"
    },
    {
      "id": "layoffs-2026-09-29-87500",
      "category": "Layoffs",
      "title": "AI is changing entry-level jobs – that could be good news for career starters",
      "source": "hrleader.com.au",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiugFBVV95cUxQdkRmY1g0bllZN1BINVNZazlwSTBtNVBsanJkd3hUcHNNd0RyNHN6TWhhVE5ZT2t0MlE2dzlURktoeGxVbzVhUmlNamkxRVNzci13WFJVMHlDNHRfUlNUSWlROEFmd3ZYczB0S0hvOWpGQXp4dFZzdjZkd2RDWWVVejNiUU9EejdmWHNOQXFnQTBzWl9VaHhkbGpseWVVbk1nYzk4V0daNkRJS1UycFZFcDhtaHN5NV9FQ0E?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-2026-09-29-59200",
      "category": "Layoffs",
      "title": "Worried AI will take your job? These 10 professions face the lowest risk",
      "source": "The American Bazaar",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiuAFBVV95cUxQMUJEbGZmOGdJX2pOZlE0R0VXQ3BKTk9EdzN6b0ZvaHRkNUVrMS1STnA2Nl9wT2dibHlFaEFTVTFfRTJzRVE0OGlLTWQxRjMtWHFnN3JQMm5UVGJfeWdTTGZGaDZEOU5NNExFYUFBakpTT2Q0dmRBNFVnWmtEQlF3YkNsQ2RKZTByYkR1ZFA5dURvV2Z6QnlDbkZrYkI0bWRsMUFBVXlpV19IZEpDT1l2dlpwZlpYcnlu?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": 83,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.77,
      "official_source": 0,
      "labor_impact": 1,
      "company_priority": 0.55,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Market",
      "tags": [
        "labor-shift",
        "layoffs",
        "market"
      ],
      "score": 0.8584,
      "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": 0.8584,
      "rank_score": 0.8584,
      "position": 4,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-29-46900",
      "category": "Evals",
      "title": "Introducing GPT-6.1 Sol",
      "source": "OpenAI",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiXkFVX3lxTE1fNFpCaXpwdjNfd3pjTWZ6X1ljNS03RTNaS2k2UE5LZ1ZnbHJVVWstREg4UWdKWjg3Y3FpT1JJTS1OOVA2SjR5WXBoZ3ZXX0ZTek9td3p3SHVsOHRSM0E?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": 98,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.72,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "evals",
        "benchmarks",
        "openai"
      ],
      "score": 1.071,
      "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": 1.071,
      "rank_score": 1.071,
      "position": 5,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-29-31000",
      "category": "Evals",
      "title": "Introducing GPT-6 Sol and Luna",
      "source": "OpenAI",
      "published_at": "2026-09-29",
      "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": 6,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-29-67300",
      "category": "Evals",
      "title": "OpenAI Launches GPT-6.1 Sol With Lower Costs and Near-Astra Performance",
      "source": "iPhone in Canada",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMipgFBVV95cUxOWFdCTF9hdmJfeGllX180dVR6Y19MbkZUQ1AzOE9XR294M0ZRUmhtcEl0NXNRZVI3LUZmT0NqNEpQa1lySDI1bVRqQS1iSlVLODVLam12bGVka0haR0NXbUxDa1pQZ2VzNVZjLWx5ZFJlUE5TQ19BTW1mcWVqNHZWV09qOTBFMGZ4U1NOS01BMVViVVdtZG53R3FuNDdBZkhpdHQzUjR3?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": 103,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.8,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "evals",
        "benchmarks",
        "openai"
      ],
      "score": 1.0343,
      "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": 1.0343,
      "rank_score": 1.0343,
      "position": 7,
      "lane": "core"
    },
    {
      "id": "openclaw-2026-09-29-95400",
      "category": "OpenClaw",
      "title": "Astra 6.1, OpenAI's newest model, was held back by the company after failing to meet safety standards. Link to the full story in the comments section. | Via ANC 24/7",
      "source": "facebook.com",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMi1wFBVV95cUxNN2FCSU9hc0h3NUtiNUxDdklFX1dOYmtfSWU5Rjh0OGZLY2FfS1JFNHhWc2w2TFFDSzNPTkJhYXNJQTJoX3RIS292dEszTDR6R3FXbll4NTV1c2ZiRnlsbVhBNkVLSlRqUkNmLTZDMmdndlRSQm9vRGV6SnR4dGhZNXA4M0ZxSkdEZF9zc0ZFVWxnMlJvajg0bll2cXZXZ2NSenNhUEZFQXdYekFhdF9nV1Y2bFVSYXhqZUJoN1NUbk02NTZxNkJSNnE5Tkx2YjJaLXBHT1Fkcw?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": 108,
      "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": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 1,
      "company": "OpenAI",
      "tags": [
        "openclaw",
        "agents",
        "openai"
      ],
      "score": 1.0323,
      "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": 1.0323,
      "rank_score": 1.0323,
      "position": 8,
      "lane": "core"
    },
    {
      "id": "openclaw-2026-09-29-20300",
      "category": "OpenClaw",
      "title": "OpenAI introduces Dots, a new always-on AI agent, at Dev Day 2026",
      "source": "Mashable SEA",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMioAFBVV95cUxNZ2sxMzY3UlY2Z0FKUVQ4Y3FLa2RiNHRuWUgzV19YWnRubHRQT2poQXBtNHh3UVlkaHdLT0kzM2dZQ3BJVEk3SHJ1cThHMFhlanNEZ25KYmM1eFdDYWtvMTNJS3h1amljYm9IUHlSX2lfZ1RwS3g3MS1PLWNCWXo4TlhmaE1aUlZoU05jV1hya1RwUW5sblR5Z0MyS1A2eVNX?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": 92,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.63,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 1,
      "company": "OpenAI",
      "tags": [
        "openclaw",
        "agents",
        "openai"
      ],
      "score": 0.9975,
      "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": 0.9975,
      "rank_score": 0.9975,
      "position": 9,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-71700",
      "category": "LLMs",
      "title": "Google is a technology partner for the launch of America.gov.",
      "source": "blog.google",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiqAFBVV95cUxOS3dobGN6aGpsejJMdHlieHVQSlVNTTNQTEFjaTkxQzIwVjVndUtRcUpCd2hrNWh1alBZbTctTEUtWDI0SFloSzRHYTVESE5kbXdDT3JVdzZxdVZUWG9jaFZKcEJUYVZEVC1PNGVmV3E3NGdQUUJ6YkhZTm1HVzAyZGhtd05TWURmWjhheTNwS0F5MXVzUDFMUEhxVDB2T1JPUWktRUpGeG8?oc=5",
      "summary": "Google is making a frontier move that can quickly force product, pricing, and model responses across the market.",
      "why_it_matters": "Google model news matters because frontier releases reset competitive expectations fast.",
      "source_quality": 0.95,
      "x_momentum": 103,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.81,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.96,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
        "official",
        "google",
        "frontier",
        "llms"
      ],
      "score": 1.0133,
      "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": 1.0133,
      "rank_score": 1.0133,
      "position": 10,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-46100",
      "category": "LLMs",
      "title": "Introducing dots",
      "source": "OpenAI",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiVEFVX3lxTE9MVUVlaTV5ZFFBUnVJMFZDWTJIRGg5R20zQXpKU0tENk5PMXR0TEZ0N2VqRXpsOHdrazZKYS1QaUFNZ2tzN0c4Tnk0UjBjRmtFX0RjRw?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": 98,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.72,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 1.011,
      "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": 1.011,
      "rank_score": 1.011,
      "position": 11,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-29-9900",
      "category": "Evals",
      "title": "Anthropic launches Claude Opus 5.5: Benchmarks, pricing, safety",
      "source": "Mashable",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMijwFBVV95cUxNR3kyT0JlSC1QNUhOT0RtQ0VZVzFRSF9IZVE1TlhmY3RMU012NENzcm9IVXdXM0NQMmZRVVRxV0d4QmgyUHBCWXRsQ1J3OGhCZ1JPUGhJOG1ZYTdXcTBLVG5PQ1NHUzB6WEVlZFl6U2tDcUdqVkYzSndmOGxlREwtd05Fb1VIUnZpT2d3bDhKWQ?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": 90,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.59,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.98,
      "eval_relevance": 1,
      "openclaw_relevance": 0,
      "company": "Anthropic",
      "tags": [
        "evals",
        "benchmarks",
        "anthropic"
      ],
      "score": 0.9996,
      "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": 0.9996,
      "rank_score": 0.9996,
      "position": 12,
      "lane": "core"
    },
    {
      "id": "evals-2026-09-29-7199",
      "category": "Evals",
      "title": "Grok Bot vs OpenAI Dots: Costs, Tasks & Benchmarks",
      "source": "kingy.ai",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiWkFVX3lxTE9IMUJLamJEUXR0NjVRdTdERFJ2SE8tMVNwSmhNekNIY3JFMmxfVTlOeUJYM2NISW52Nmt5eXNRTmtpdWNWaVFjS3JTWU5UWmZ3a1JULWphYnZJQQ?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": 89,
      "x_reposts": 0,
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      "social_shares": 0,
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      "uniqueness": 0.59,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 1,
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      "tags": [
        "evals",
        "benchmarks",
        "openai"
      ],
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      "id": "llms-2026-09-29-16900",
      "category": "LLMs",
      "title": "Models and inference – Sign in with ChatGPT",
      "source": "OpenAI Developers",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiiAFBVV95cUxNeUhsUzZpaWRhM2VyNXptdWJBQ0dYTXkwRHpwenEtRXZsNm5mM2pJb3dnSG02NTJPZ2xSbHdUUW1kaENUTEM1b3JWNVh4d2k1M1hQVzBkVXhVUXlpZzdBU2ZhcUdsNjhaUUhmUG9UOGgzbnhsLWhwQVpfVGdqblY3dkFrdVhleUg5?oc=5",
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      "eval_relevance": 0,
      "openclaw_relevance": 0,
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      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.992,
      "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": 0.992,
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      "position": 14,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-95200",
      "category": "LLMs",
      "title": "OpenAI Released GPT-6.1 Sol Model, Priced Below Competitors",
      "source": "MarketForces Africa",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMijgFBVV95cUxQeVJXb25hSlBEVXVCTnFlMWxXbHQ5a0c0amJBdVFsNDNmYzM2VWhfQXNreDNsT1ViaUhsNlNDWGltOEFIQWZUb0VMYnN1Wnd0QlFNREV5U09YRjlPMGVTcHRyN2NFVnEtc2tFUzdiQWFJMXVTNFA1Vm1EakNKN0VFNnN1Y0NtMUVKcDhRbF9R?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": 0.72,
      "x_momentum": 110,
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      "company": "OpenAI",
      "tags": [
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        "models",
        "openai",
        "llms"
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      "score": 0.9826,
      "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": 0.9826,
      "position": 15,
      "lane": "core"
    },
    {
      "id": "genai-2026-09-29-65000",
      "category": "GenAI",
      "title": "OpenAI launches Dots, always-on AI agent coworkers, and ChatGPT Space where they can collaborate with human teams",
      "source": "venturebeat.com",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMi3wFBVV95cUxQYW5hdWZ6c01sdklUTTk0SzJtZHJnMGFNNWFvdy1pSGVjRU1aQ2hjRTNZazRJN01rSlFHNDN2dlVPQXprRHIwaW9YY0lBbTdTbnhWMlpxS2Ryejl6MG4zaVVxLWh0b19mbEUxWFFlaUpISG1Uc2k3YTNlUjRvYjV3MEx3NDZxMGcwT0M0U3RqYTE4X0cyVUFWOXVaMWxiYlM0blg5Q0M5c3VhdmI3bEcxQ0hlQnk4N0JTUGttSG5xZTdONTItNGRBMHp6eXVKdmc5VDhwQ21sYnloZE1YVUlZ?oc=5",
      "summary": "OpenAI is making a frontier move that can quickly force product, pricing, and model responses across the market.",
      "why_it_matters": "Product rollouts reveal where AI is moving from demo theater into operating leverage.",
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      "labor_impact": 0.25,
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      "company": "OpenAI",
      "tags": [
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        "products",
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        "genai"
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      "score": 0.9733,
      "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-2026-09-29-99800",
      "category": "LLMs",
      "title": "Register your interest in Private Intelligence",
      "source": "OpenAI",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiZEFVX3lxTE93dFpPOS01bGNkRkVKdUdHWXlDbDE3ckhsOUlZa0ZMTjd2Umdua0h2OEVHXzViTTZOYU4yNEZLZExwSjBFWUViQXZmNzZOTUZZNUtTRHhva0tybUp3WHZrX0J3VjA?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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      "tags": [
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      ],
      "score": 0.9699,
      "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-2026-09-29-88400",
      "category": "OpenClaw",
      "title": "OpenAI tries disarming AI angst with cute graphics and always-on agents",
      "source": "The Register",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMixwFBVV95cUxORWh3ckdtQi14YnhmNzZQUnZ6TFFyWTI2QzlEQmpYYnFseXZBNGdsU29rZjdGNHNZdkRiNlBkUk1RSWw5RW16YlVCTVJBb2VNZHUyQVNTYnVUZGtTNU5nSjl3SlN6NHdhVTRlX1h0Qm54SVJwSDRvT29kNURmWkJVNHB6b3I4VHpKVjhrYXFhUFJCcFIxdTU3S1BxeGVwQWxxTnlYWnF5OHB1SzlsVzJWeG13eDktVjZWbUdYSlkxRnh4R1FaSF8w?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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      "labor_impact": 0.25,
      "company_priority": 1,
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      "tags": [
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        "openai"
      ],
      "score": 0.9695,
      "synopsis": "Agent read-through: the real question is whether OpenClaw is becoming an operating layer for agents rather than another demo-tier wrapper.",
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      "rank_score": 0.9695,
      "position": 18,
      "lane": "core"
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    {
      "id": "llms-2026-09-29-98100",
      "category": "LLMs",
      "title": "GPT-6.1 Sol System Card",
      "source": "cdn.openai.com",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiiwFBVV95cUxNWmlaTTIyM0FFdExySzlOMVJ4YjFtWmV1VERXYXZqRHp5WXlBU1B3OS1GeDRtb2dZdTJ6MmQxWmZVWFU2Tk91U1dUNzN3dU9HRTR3NmZXZ1gtUGktZmZBbmZsdlY1Q3dZaFJxQkZpVHNZc3ByRUZadXNIMGxVV2ZReDRkYlhhZzVQNjFr?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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      "labor_impact": 0.25,
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      "openclaw_relevance": 0,
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      "tags": [
        "official",
        "openai",
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      ],
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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": 19,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-97700",
      "category": "LLMs",
      "title": "OpenAI Marketplace",
      "source": "OpenAI",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiUkFVX3lxTE9uWkdHMzd0Z05oUWU0anFCZTVvelJxWG5jQjkyb1IzUUZBaDNfTXdaX1c0a1dMdXVKU05WckdHR21ZUTFtaVhPckttZUpTT2ZGTXc?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_priority": 1,
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      "score": 0.9691,
      "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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      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-97800",
      "category": "LLMs",
      "title": "Computer use",
      "source": "OpenAI Developers",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMigAFBVV95cUxNT2hkUjNrWWE2N0d2TjVpT2pvYWxvTjVvbTVQVmpQdkVjXzBzMHRycGpmWE5nSndYdzlnYzBRRExoTUw2ZzNvZ2hzTzJrMmd0VHhuRWxxcmxwOTZZWUxOVWhEaV91Y2F0dlpUbzd4eGk0eFZKdFFwV3RKc3ZsSFBkZA?oc=5",
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      "official_source": 1,
      "labor_impact": 0.25,
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      "eval_relevance": 0,
      "openclaw_relevance": 0,
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        "openai",
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      ],
      "score": 0.9689,
      "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": 0.9689,
      "position": 21,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-89000",
      "category": "LLMs",
      "title": "Getting started with Space in ChatGPT",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiigFBVV95cUxQVG5id1oyWVVUQ0RRN1NnMlhRSEp0SlNxLVRsajZDcDF4RzN1MzZhVUVTS01RNUNwckYzT0tGeF9CMS1ieThXUHhYcld1T0ZTYWl2ZTZiTVowQmpCLV9RYm15T0tOMTlvWUFEM1Bvc3FueDlSZktLSEc1VjBMNW1rak1fMGNOc2JRREE?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_priority": 1,
      "eval_relevance": 0,
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      ],
      "score": 0.9663,
      "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": 22,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-86000",
      "category": "LLMs",
      "title": "ModRetro + Codex",
      "source": "OpenAI Developers",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiUEFVX3lxTE56b0hXVmk1anBnaEVVZ2JTQWdGMXFYMkhNZmpGVUozYXF1YTgxNzM5VWk0czdXTHdvbktPdkU3d2lpVmltSnBfQmFNZXE1Tklf?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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      "x_momentum": 100,
      "x_reposts": 0,
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      "tags": [
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        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9654,
      "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": 0.9654,
      "position": 23,
      "lane": "core"
    },
    {
      "id": "openclaw-2026-09-29-78400",
      "category": "OpenClaw",
      "title": "OpenAI’s Dots: Like OpenClaw declawed – for $100/mo ChatGPT Pro users",
      "source": "ZDNET",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMidEFVX3lxTFBlSVpXWl9vbVRqSHdvazhBZG1QYmJzMklsenVVX2lpVGg5ZVZRQWlKZ2xOQ1JUTGpaRmxtZUtRbTE2MTVid1Z1OW9mZkgySWdCcWpKSlJFblJYU09WdEstYUZyRV8xemRoOTY3Q2VfLUZqNm5X?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": 98,
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      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
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      "company": "OpenAI",
      "tags": [
        "openclaw",
        "agents",
        "openai"
      ],
      "score": 0.963,
      "synopsis": "Agent read-through: the real question is whether OpenClaw is becoming an operating layer for agents rather than another demo-tier wrapper.",
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      "position": 24,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-98200",
      "category": "LLMs",
      "title": "Experience two artists’ perspectives on philosophy, science, and AI",
      "source": "blog.google",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMipgFBVV95cUxQUlhmbFpnZFBxZXdtMk1xdVFWT1RqV2NiRmJLQ0RWQzVkUVpFZmR2TzFYb1pEU0FkTmpuSEN2Z3FUaWVmQmxTOGp2RHJxRFY1b3d3bDJucl9Db2xGNnRqSEFCa1BoNW5NdlpSLWFiMDFIWndETHFlQkxuQzlKSHZicDhBSGhsZWdYNHp3NnYyQ1ZOVkw2ZTItbEZ6QmtUd19YQUFnQTFB?oc=5",
      "summary": "Google is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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      "source_quality": 0.95,
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      "labor_impact": 0.25,
      "company_priority": 0.96,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
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        "google",
        "frontier",
        "llms"
      ],
      "score": 0.9603,
      "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": 0.9603,
      "rank_score": 0.9603,
      "position": 25,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-76600",
      "category": "LLMs",
      "title": "Codex Land | ModRetro",
      "source": "OpenAI Developers",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiXkFVX3lxTE5VRUVrTVdya0ZHNThZVnpUbE5EZnU3NkRnZkNrUjZaVVBxTXMxWERLa1FPLVVJTWJWczlSLTh2Z1YxYVUyTE1DOUxCR0Z3Ry1aejEtQTZzQkliZzFrZEE?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.",
      "source_quality": 0.98,
      "x_momentum": 98,
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      "x_replies": 0,
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      "editorial_boost": 0,
      "uniqueness": 0.83,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
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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": 26,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-77900",
      "category": "LLMs",
      "title": "Errors and recovery – Sign in with ChatGPT",
      "source": "OpenAI Developers",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMihwFBVV95cUxOQ2lXbGJJZGFjX0ZPcV9WME9oYkpWUnRxSnVabFZMN0pLa2ViRFU2eS1yMVZDV0s1anhxOUhLMHFYMklGSTcxZVBGWndVUHJvdHROVkNidGEtMzYtUWQzNGM1T01sTGh4T0c0QmV3ZVlSNXFLblY2RkR3MmpQNGF4Q2NDMVBTSTg?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.",
      "source_quality": 0.98,
      "x_momentum": 98,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.83,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9598,
      "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": 0.9598,
      "rank_score": 0.9598,
      "position": 27,
      "lane": "core"
    },
    {
      "id": "openclaw-2026-09-29-71400",
      "category": "OpenClaw",
      "title": "AI News: Everyone's Mad At Anthropic Now Colorado Avalanche (GPxJRDUH4O)",
      "source": "Unisba Media",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiiAFBVV95cUxQOWhaUlNKbXFvcnVEcGpEUzdSSlUzczZFaV8yVjdqRjIxYzkwUnVYSzAxQ0h3cVBGTWMtXzhFOEFiRl9NWkVQNVVTT2VFNUhGSDBUQzBhaW9NNXp0WG55bjVoZVFId0lhNWRnS18wV1g4UGREdmR4czJvTUZTREhXY252TWN5Y0gy?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": 97,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.81,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.98,
      "eval_relevance": 0,
      "openclaw_relevance": 1,
      "company": "Anthropic",
      "tags": [
        "openclaw",
        "agents",
        "anthropic"
      ],
      "score": 0.9582,
      "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": 0.9582,
      "rank_score": 0.9582,
      "position": 28,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-72300",
      "category": "LLMs",
      "title": "Lockdown Mode",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiakFVX3lxTE1rNHZwRWhYZU10Y0ViYmNvMEg0dFFwTW5LMUNPdEJQQjBmMWdfNFhjaGpjR1dJSzYwTzJ6T1JRdmxyU3VkazZDeEJuYTZlem1SMDdjQTM0bF81V0NMRWlsMDRQc1IwQ2wzUkE?oc=5",
      "summary": "OpenAI is moving in a way that changes adoption pressure, labor expectations, or competitive intensity right now.",
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      "source_quality": 0.98,
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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": 0.9566,
      "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": 0.9566,
      "rank_score": 0.9566,
      "position": 29,
      "lane": "core"
    },
    {
      "id": "policy-2026-09-29-83100",
      "category": "Policy",
      "title": "EXCLUSIVE: Anthropic says rogue AI agents pose uncertain legal risk for the company",
      "source": "Reuters",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiuAFBVV95cUxNam1mZHNtdF9aRFc4Wm5FOXRnb1lXYm1vUGtYcHNsQS1GbnZyUV8xNHZhbDFuMjZFN3I5Mm9MeEc1NVh0Y1hoWFM4R2RmVVJybGpIZjczcmxVYlFkOUk3VFN4NzdvUnNkZ0hQUWt4cGpjTTlOSmVuLWdqNms0bktvU3BvZ1NjQlVjRGd0U1BxN0ZDT296bmthZ0tsSDlfTkZfV3hQYWlzZ2U0TGRseFVJeUsyS05XRmZP?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": 0.92,
      "x_momentum": 98,
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      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.98,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Anthropic",
      "tags": [
        "policy",
        "anthropic"
      ],
      "score": 0.949,
      "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": 0.949,
      "rank_score": 0.949,
      "position": 30,
      "lane": "core"
    },
    {
      "id": "policy-2026-09-29-85600",
      "category": "Policy",
      "title": "Netlist seeks U.S. import ban on Micron chips used in Google, Nvidia AI computing",
      "source": "Reuters",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiwwFBVV95cUxQSmxnMEM4VmZvZUtSUTFlQWI0bWIyRFJmMEh4RTh5ck5obV85T2RMeTJoU1VLN3BwRkE4d3F4ZjNiaDN1RzNtVDczTGNPQnF0ZzIyUnNzSk40TnhaZXZNRmVyUUZ5cjZXUGtWR0puZHZSejFnQkthMHJfQkhxMEZVTWgxVTBQeUJxM3RlaXBKcXB4RDZIOFU3SExnR3lHcUN3dUdlUHhPZ25SN0xPMEJGcnc4d0d5VkwwUmxaMlQ0blZqcU0?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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      "editorial_boost": 0,
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      "labor_impact": 0.25,
      "company_priority": 0.96,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
        "policy",
        "google"
      ],
      "score": 0.9482,
      "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": 0.9482,
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      "position": 31,
      "lane": "core"
    },
    {
      "id": "genai-2026-09-29-31700",
      "category": "GenAI",
      "title": "Thales and Google Cloud secure AI agents on the Gemini platform",
      "source": "Techzine Global",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMirgFBVV95cUxNNDZKaDJGOG5UWTRZcWMzUUZheENibmsyM0ZkZ1NETVRnS3J1VFJfTGk5UU5lREhnUzFKYlk0aW00dFJzWkpGeFRZSkZheU9QcDFJbzBUQ3VRUV96LWNYVWd2QUhTQUFZVWpkT0NIRnFJZFVHaFZFR2NiWENjeWlodVQ1ejlXT3BEUS0zR0paTHJOdVhyWlNWZ2RmeDB0R2lVOWRjeEUwaGdFa0VNYWc?oc=5",
      "summary": "Google is making a frontier move that can quickly force product, pricing, and model responses across the market.",
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      "source_quality": 0.72,
      "x_momentum": 92,
      "x_reposts": 0,
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      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.67,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.96,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
        "agents",
        "products",
        "google",
        "genai"
      ],
      "score": 0.9475,
      "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": 0.9475,
      "rank_score": 0.9475,
      "position": 32,
      "lane": "core"
    },
    {
      "id": "llms-2026-09-29-54400",
      "category": "LLMs",
      "title": "Platform settings",
      "source": "OpenAI Platform",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiakFVX3lxTE45MEgyS2hXRkJ2aV9xTUV0aGYwVW4yLW5ycDc5ajUteGJRWVJQa2pSVE5PM2p2SGc4SENFdzEtV0xDdjVKNW9pakE1QjZXeUh0UzlEbm9neENhemVqQ3JIZWxJdG9OcVcwTkE?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.",
      "source_quality": 0.98,
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      "x_reposts": 0,
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      "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": 0.9455,
      "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": 0.9455,
      "rank_score": 0.9455,
      "position": 33,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-51700",
      "category": "LLMs",
      "title": "Plugin guidelines",
      "source": "OpenAI Developers",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiZkFVX3lxTE1KMnI0bFJibURLb0dhbGJxZkZyOVlZUHlTSU4teG5yQnRQRHFvOTNKeFk1X2p2WUJMQVpTMlducGFZWlFLSEt0SWVDWjJLcjZoLTRWTHRaZ2dRemRLUmxLbHJHbEZwQQ?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.",
      "source_quality": 0.98,
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      "x_reposts": 0,
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      "social_shares": 0,
      "editorial_boost": 0,
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      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
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        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9416,
      "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": 0.9416,
      "rank_score": 0.9416,
      "position": 34,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-48000",
      "category": "LLMs",
      "title": "ChatGPT Work and Codex",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMidkFVX3lxTE1hdmNxc1ZRV1ZUazhMY3VGR2NDeEtvTk96ZkJMRHhYczhuZ29tSVJfNnJXN1ZzanVFVFN0dE5pMGg5ZTJiU3Yzb1hFM1czamFpdkxIaFdla2d1UVo2LVZiVTV3cnN5ZmJkeU9LLXp0Z0hvY2pyR0E?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.",
      "source_quality": 0.98,
      "x_momentum": 91,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.73,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9408,
      "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": 0.9408,
      "rank_score": 0.9408,
      "position": 35,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-42800",
      "category": "LLMs",
      "title": "Addendum to GPT-6 Astra System Card: GPT-6.1 Sol",
      "source": "OpenAI",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMiW0FVX3lxTFBObmJEdWJ1VUQ5bXJycFlyN1RkcFp3eXV2a2dVSkNiek1lc0toY0g4ZE1mbGhDVTV3cms0Tm16cGdaTEMwTEszMWJnZlFtUk40OUc0WC1IbHQzZXM?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.",
      "source_quality": 0.98,
      "x_momentum": 89,
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      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.71,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.936,
      "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": 0.936,
      "rank_score": 0.936,
      "position": 36,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-54800",
      "category": "LLMs",
      "title": "Bringing the Google AI Educator Series to Malaysia",
      "source": "blog.google",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMitwFBVV95cUxPUTdHdC1JcmE4bHRlZERiSDNSYUlHbnIyOV9HNnZHTFN5dS1GOGFxNy1wY3NyRVQzUFdpc0paUUIyWjlOUTRlcVNtendoVkYtUWUxcmlxZGFON1lWeWNCZmdzTTRwY2gtTVppV1VfUmlsbEJlWlB6SjFaVUpKZFo2djRYX2RxUklsZTRqZW5GakRQUy1oaGpfbC13UW5zRTJXVWVxbS14bmw1bjRrQlFuLWVrV0stX00?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.",
      "source_quality": 0.95,
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      "labor_impact": 0.25,
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      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
        "official",
        "google",
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        "llms"
      ],
      "score": 0.9322,
      "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": 0.9322,
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      "position": 37,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-48400",
      "category": "LLMs",
      "title": "Game on: Henry Cavill is putting Googlebook to the test",
      "source": "blog.google",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMingFBVV95cUxON0NNLVBCMVp5ZnlkbkI0NFJqWWJLU1RUUnJQcU5rU0lTVXJPTE9lOGYwT1laU2o5bmc3c2RzR1FPMHNZSVBFYTVPWHpOQm5kc1dsSmNIaVU3RzlBbzRHWXB5aDR3aGZ2VVd0TnpQdUh0M0ktSkl0MFdaSm9QLXNxWDgxRzF0Z0Jqc0xacGpIejByWU4wMU9GMlVhc2dpdw?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.",
      "source_quality": 0.95,
      "x_momentum": 90,
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      "editorial_boost": 0,
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      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 0.96,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "Google",
      "tags": [
        "official",
        "google",
        "frontier",
        "llms"
      ],
      "score": 0.9306,
      "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": 0.9306,
      "rank_score": 0.9306,
      "position": 38,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-33200",
      "category": "LLMs",
      "title": "Measure Results",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMibEFVX3lxTE1zV2RraEV3eEVpdG1UcHE4OWcwWjIzS0NVdlpVMWdmM3l0cXl4SG1JQWctS1lBZGhwdVNhT2JRYkNOU0d1MVJRQ29xOGZGQTVpZzZEZkZKZEdxaWo5MGpDV1BVTTZsOFdqMkdXbQ?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.",
      "source_quality": 0.98,
      "x_momentum": 86,
      "x_reposts": 0,
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      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.68,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
      "openclaw_relevance": 0,
      "company": "OpenAI",
      "tags": [
        "official",
        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9288,
      "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": 0.9288,
      "rank_score": 0.9288,
      "position": 39,
      "lane": "disruption"
    },
    {
      "id": "llms-2026-09-29-25500",
      "category": "LLMs",
      "title": "Plugins in ChatGPT",
      "source": "OpenAI Help Center",
      "published_at": "2026-09-29",
      "url": "https://news.google.com/rss/articles/CBMifkFVX3lxTE51WnFVQ0d1Q3BJSUlHVFlXRzJKQmFlZ2RZNTlnNkxfYjZObEFibzN2d09aM1h3TGZHT2xtbm56OGtsZjlZNXQzYnJQZ0UtTURPUm9zcHlWSkl5WjQwWXp5bmQyMmdWX0Rrb2hkdnhjWVpqeUFFS0xNU2RzazA2dw?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.",
      "source_quality": 0.98,
      "x_momentum": 85,
      "x_reposts": 0,
      "x_likes": 0,
      "x_replies": 0,
      "social_shares": 0,
      "editorial_boost": 0,
      "uniqueness": 0.65,
      "official_source": 1,
      "labor_impact": 0.25,
      "company_priority": 1,
      "eval_relevance": 0,
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      "company": "OpenAI",
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        "openai",
        "frontier",
        "llms"
      ],
      "score": 0.9248,
      "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": 0.9248,
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