{
  "version": "2026-11-03-v12",
  "asOf": "2026-11-03",
  "policy": "55 source-attributed reports, verified manifest/news RSS and primary/secondary topic association. Prior v11 preserved. Related links do not resolve forecasts.",
  "newsTotal": 55,
  "hubs": [
    "agi",
    "superintelligence",
    "ai-existential-risk",
    "ai-agents",
    "ai-and-jobs",
    "ai-in-medicine",
    "ai-and-energy",
    "ai-and-robotics",
    "ai-cybersecurity",
    "ai-chips-and-compute",
    "ai-and-science",
    "ai-and-economy",
    "ai-and-governance"
  ],
  "records": [
    {
      "slug": "anthropic-s1-amendment-895b-compute-commitments-q3-2026",
      "primaryTopic": "AI & Economy",
      "primaryHub": "ai-and-economy",
      "relatedHubs": [
        "ai-chips-and-compute",
        "ai-and-governance"
      ],
      "title": "Anthropic’s new S-1: $895B in compute commitments",
      "displayOrder": 0
    },
    {
      "slug": "openai-grid-protectors-1000mw-demand-response-2026",
      "primaryTopic": "AI & Energy",
      "primaryHub": "ai-and-energy",
      "relatedHubs": [
        "ai-chips-and-compute",
        "ai-and-economy"
      ],
      "title": "OpenAI’s 1,000 MW grid promise: agreement, not proof",
      "displayOrder": 1
    },
    {
      "slug": "bioagent-laboratory-robot-autonomous-recovery-2026",
      "primaryTopic": "AI & Robotics",
      "primaryHub": "ai-and-robotics",
      "relatedHubs": [
        "ai-agents",
        "ai-and-science"
      ],
      "title": "BioAgent completes 66% and 58% of full lab tasks",
      "displayOrder": 2
    },
    {
      "slug": "singapore-mr-ai-missed-referrals-sevenfold-detection-2026",
      "primaryTopic": "AI in Medicine",
      "primaryHub": "ai-in-medicine",
      "relatedHubs": [
        "ai-and-science"
      ],
      "title": "Referral safety AI: sevenfold detection, 48.8% sensitivity",
      "displayOrder": 3
    },
    {
      "slug": "clr-bench-ai-agents-hidden-rules-learning-2026",
      "primaryTopic": "AI Agents",
      "primaryHub": "ai-agents",
      "relatedHubs": [
        "ai-and-science"
      ],
      "title": "CLR-Bench: agents remember examples, but do they learn rules?",
      "displayOrder": 4
    },
    {
      "slug": "blindtochange-ai-agents-275-point-update-detection-gap-2026",
      "primaryTopic": "AI Agents",
      "primaryHub": "ai-agents",
      "relatedHubs": [
        "ai-and-governance",
        "ai-and-science"
      ],
      "title": "Agents miss critical updates: a 27.5-point evidence gap",
      "displayOrder": 5
    },
    {
      "slug": "paperbenchx-scientific-reproduction-agents-13-of-93-2026",
      "primaryTopic": "AI & Science",
      "primaryHub": "ai-and-science",
      "relatedHubs": [
        "ai-agents",
        "ai-and-robotics"
      ],
      "title": "PaperBenchX: 13 of 93 scientific tasks fully reproduced",
      "displayOrder": 6
    },
    {
      "slug": "anthropic-sec-s1-ai-compute-cost-revenue-2026",
      "primaryTopic": "AI & Economy",
      "primaryHub": "ai-and-economy",
      "relatedHubs": [
        "ai-chips-and-compute",
        "ai-and-governance"
      ],
      "title": "Anthropic's S-1: $16.3B revenue, $8.9B compute costs",
      "displayOrder": 7
    },
    {
      "slug": "google-suncatcher-gemma4-tpu-satellite-first-response-2026",
      "primaryTopic": "AI Chips & Compute",
      "primaryHub": "ai-chips-and-compute",
      "relatedHubs": [
        "ai-and-energy",
        "ai-and-science"
      ],
      "title": "Google's orbital TPU responds — what the test proves",
      "displayOrder": 8
    },
    {
      "slug": "gemini4-carbon-cybersecurity-benchmark-find-exploit-patch-2026",
      "primaryTopic": "AI Cybersecurity",
      "primaryHub": "ai-cybersecurity",
      "relatedHubs": [
        "ai-agents",
        "ai-existential-risk"
      ],
      "title": "Gemini 4 Carbon: 88.2% finding, 54.8% exploitation",
      "displayOrder": 9
    },
    {
      "slug": "nvidia-metatron-v1-unitree-g1-open-policy-recovery-2026",
      "primaryTopic": "AI & Robotics",
      "primaryHub": "ai-and-robotics",
      "relatedHubs": [
        "ai-agents",
        "ai-and-science"
      ],
      "title": "NVIDIA opens a G1 policy for motion, scenes and recovery",
      "displayOrder": 10
    },
    {
      "slug": "unitree-g1-stochastic-motion-tokenization-2026",
      "primaryTopic": "AI & Robotics",
      "primaryHub": "ai-and-robotics",
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "Unitree G1 links 35 seconds of whole-body motion",
      "displayOrder": 11
    },
    {
      "slug": "gemini-4-argon-robot-simulation-success-2026",
      "primaryTopic": "AI & Robotics",
      "primaryHub": "ai-and-robotics",
      "relatedHubs": [
        "ai-agents",
        "ai-and-science"
      ],
      "title": "Google's robotics test: 56% to 75% success",
      "displayOrder": 12
    },
    {
      "slug": "bmw-figure02-1250-hours-industrial-robot-pilot-2026",
      "primaryTopic": "AI & Robotics",
      "primaryHub": "ai-and-robotics",
      "relatedHubs": [
        "ai-and-jobs"
      ],
      "title": "BMW's Figure 02 pilot: 1,250 operating hours",
      "displayOrder": 13
    },
    {
      "slug": "epoch-ai-compute-capacity-nine-month-doubling-2026",
      "primaryTopic": "AI Chips & Compute",
      "primaryHub": "ai-chips-and-compute",
      "relatedHubs": [
        "ai-and-energy"
      ],
      "title": "AI compute additions double every 9.1 months",
      "displayOrder": 14
    },
    {
      "slug": "glm53-firefox-patch-gap-six-releases-2026",
      "primaryTopic": "AI & Cybersecurity",
      "primaryHub": "ai-cybersecurity",
      "relatedHubs": [
        "ai-existential-risk",
        "ai-agents"
      ],
      "title": "GLM-5.3 exposed a six-release Firefox patch gap",
      "displayOrder": 15
    },
    {
      "slug": "openai-frontier-agent-monitoring-response-gaps-2026",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-agents",
        "ai-cybersecurity"
      ],
      "title": "OpenAI's agent monitors: alerting is not prevention",
      "displayOrder": 16
    },
    {
      "slug": "nature-human-ai-imitation-turing-tests-2026",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "72,191 tests: human-like AI is not AGI",
      "displayOrder": 17
    },
    {
      "slug": "science-agents-135-followup-papers-integrity-benchmark-2026",
      "primaryTopic": "AI & Science",
      "primaryHub": "ai-and-science",
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "135 AI research papers, zero complete passes",
      "displayOrder": 18
    },
    {
      "slug": "openai-eth-kakeya-science-proofs-independent-review-2026",
      "primaryTopic": "AI & Science",
      "primaryHub": "ai-and-science",
      "relatedHubs": [],
      "title": "OpenAI's three science claims still need scrutiny",
      "displayOrder": 19
    },
    {
      "slug": "deepseek-v41-flash-shutdown-safety-evaluation-2026",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "DeepSeek shutdown tests: 39% is not the whole story",
      "displayOrder": 20
    },
    {
      "slug": "anthropic-ai-agents-expert-judgment-86-percent-2026",
      "primaryTopic": "AI Agents",
      "primaryHub": "ai-agents",
      "relatedHubs": [
        "ai-and-jobs"
      ],
      "title": "AI agents shaped 86% of experts’ analytical choices",
      "displayOrder": 21
    },
    {
      "slug": "anthropic-claude-drug-development-lab-results-2026",
      "primaryTopic": "AI in Medicine",
      "primaryHub": "ai-in-medicine",
      "relatedHubs": [
        "ai-and-science"
      ],
      "title": "Claude's drug research: 1,010 lab variants, no approved drug",
      "displayOrder": 22
    },
    {
      "slug": "iit-madras-ai-jobs-task-framework-2026",
      "primaryTopic": "AI & Jobs",
      "primaryHub": "ai-and-jobs",
      "relatedHubs": [
        "ai-and-economy"
      ],
      "title": "IIT Madras: AI changes tasks, not just jobs",
      "displayOrder": 23
    },
    {
      "slug": "iambic-iam1363-esmo-2026-clinical-data",
      "primaryTopic": "AI in Medicine",
      "primaryHub": "ai-in-medicine",
      "relatedHubs": [],
      "title": "IAM1363 trial: early HER2 results, not approval",
      "displayOrder": 24
    },
    {
      "slug": "openai-biological-research-ai-agents-2026",
      "primaryTopic": "AI Agents",
      "primaryHub": "ai-agents",
      "relatedHubs": [
        "ai-in-medicine",
        "ai-and-science"
      ],
      "title": "Thousands of AI agents analyze mouse-brain data",
      "displayOrder": 25
    },
    {
      "slug": "google-agent-compute-engine-ai-agent-sandboxes-2026",
      "primaryTopic": "AI Agents",
      "primaryHub": "ai-agents",
      "relatedHubs": [
        "ai-existential-risk"
      ],
      "title": "Google wants to give every AI agent its own computer. What changes?",
      "displayOrder": 26
    },
    {
      "slug": "anthropic-mythos-5-aisi-alignment-failures-2026",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-agents",
        "superintelligence",
        "ai-cybersecurity"
      ],
      "title": "Why did Claude Mythos 5 keep attacking a real GitHub project?",
      "displayOrder": 27
    },
    {
      "slug": "openai-frontier-training-containment-security-2026",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-agents",
        "ai-cybersecurity"
      ],
      "title": "OpenAI resumed frontier training after a containment breach. What did its agents find?",
      "displayOrder": 28
    },
    {
      "slug": "bloom-energy-q3-2026-ai-data-center-fuel-cells",
      "primaryTopic": "AI & Energy",
      "primaryHub": "ai-and-energy",
      "relatedHubs": [],
      "title": "Bloom Energy’s revenue jumped 138%. Does on-site power solve AI’s grid bottleneck?",
      "displayOrder": 29
    },
    {
      "slug": "microsoft-mai-dxo-sequential-diagnosis-science-2026",
      "primaryTopic": "AI in Medicine",
      "primaryHub": "ai-in-medicine",
      "relatedHubs": [],
      "title": "Microsoft's diagnostic AI got 83% of difficult cases right. Patients are the harder test.",
      "displayOrder": 30
    },
    {
      "slug": "iea-data-centre-grid-policies-2026",
      "primaryTopic": "AI & Energy",
      "primaryHub": "ai-and-energy",
      "relatedHubs": [],
      "title": "The IEA counted 134 data-center grid rules. The AI power fight is now about who pays.",
      "displayOrder": 31
    },
    {
      "slug": "adp-ai-exposed-young-workers-september-2026",
      "primaryTopic": "AI & Jobs",
      "primaryHub": "ai-and-jobs",
      "relatedHubs": [],
      "title": "Young workers in AI-exposed jobs fell 3.7% year over year. What the data actually show.",
      "displayOrder": 32
    },
    {
      "slug": "anthropic-junior-hiring-ai-agents-2026",
      "primaryTopic": "AI & Jobs",
      "primaryHub": "ai-and-jobs",
      "relatedHubs": [],
      "title": "Anthropic's junior technical hiring share fell from 27% to 9%. What changed?",
      "displayOrder": 33
    },
    {
      "slug": "pwc-ai-workforce-skills-divide-2026",
      "primaryTopic": "AI & Jobs",
      "primaryHub": "ai-and-jobs",
      "relatedHubs": [
        "ai-and-economy"
      ],
      "title": "AI use rose to 64%, but training access slipped. PwC's 2026 workforce warning.",
      "displayOrder": 34
    },
    {
      "slug": "huggingface-carbon-x-dna-model",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-in-medicine",
        "ai-and-science"
      ],
      "title": "Hugging Face releases Carbon-X: a language model that can read DNA.",
      "displayOrder": 35
    },
    {
      "slug": "openai-decisions-api-2026",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "OpenAI launches Decisions API for fast AI-agent routing.",
      "displayOrder": 36
    },
    {
      "slug": "openai-metr-redwood-monitoring-flaws",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "Independent testers found gaps in OpenAI's AI monitoring.",
      "displayOrder": 37
    },
    {
      "slug": "nist-superintelligence-control-incidents",
      "primaryTopic": "Superintelligence",
      "primaryHub": "superintelligence",
      "relatedHubs": [
        "ai-existential-risk",
        "ai-and-governance"
      ],
      "title": "US agencies prepare for AI control incidents. Is this superintelligence?",
      "displayOrder": 38
    },
    {
      "slug": "hassabis-agi-timeline-2026",
      "primaryTopic": "AGI",
      "primaryHub": "agi",
      "relatedHubs": [
        "superintelligence"
      ],
      "title": "Demis Hassabis shortens his AGI timeline. What counts as proof?",
      "displayOrder": 39
    },
    {
      "slug": "llm-d-10-open-inference-agents-cost",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents",
        "ai-chips-and-compute",
        "ai-and-economy"
      ],
      "title": "llm-d 1.0 is here. The next AI price war is about serving, not models.",
      "displayOrder": 40
    },
    {
      "slug": "microsoft-project-perception-ai-agent-security",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents",
        "ai-existential-risk"
      ],
      "title": "Microsoft expands Project Perception. Who controls the AI agent?",
      "displayOrder": 41
    },
    {
      "slug": "nvidia-vera-modal-ai-agent-sandbox-benchmarks",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents",
        "ai-chips-and-compute"
      ],
      "title": "Modal’s NVIDIA Vera tests put the CPU back in the AI-agent story.",
      "displayOrder": 42
    },
    {
      "slug": "google-gemini-notebook-slide-video-review-controls",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [],
      "title": "Gemini Notebook adds a review step before AI slides and videos.",
      "displayOrder": 43
    },
    {
      "slug": "amazon-torchneuron-pytorch-trainium",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-chips-and-compute"
      ],
      "title": "Amazon’s TorchNeuron targets the hidden cost of AI: switching chips.",
      "displayOrder": 44
    },
    {
      "slug": "anthropic-public-benefit-fund-ai-governance",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-existential-risk",
        "ai-and-governance"
      ],
      "title": "Anthropic pledges equity to a public-benefit fund. The real test is governance.",
      "displayOrder": 45
    },
    {
      "slug": "nvidia-rtx-spark-local-ai-pcs",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "RTX Spark arrives. The AI PC is turning into a place to run agents.",
      "displayOrder": 46
    },
    {
      "slug": "nvidia-nemotron-35-open-local-agents",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents"
      ],
      "title": "NVIDIA's Nemotron 3.5 puts open agent models on a size spectrum.",
      "displayOrder": 47
    },
    {
      "slug": "mistral-timestral-forecasting-foundation-models",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-and-science"
      ],
      "title": "Mistral's Timestral points AI toward forecasting the physical world.",
      "displayOrder": 48
    },
    {
      "slug": "apple-mlx-distributed-muse-spark-open",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [],
      "title": "Apple shows a giant open-weight model running across four Mac Studios.",
      "displayOrder": 49
    },
    {
      "slug": "anthropic-metr-independent-ai-evaluators",
      "primaryTopic": "AI Risk",
      "primaryHub": "ai-existential-risk",
      "relatedHubs": [
        "ai-and-governance"
      ],
      "title": "Anthropic gives external evaluators access from inside the company.",
      "displayOrder": 50
    },
    {
      "slug": "google-gemini-4-argon-developer-agents",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [
        "ai-agents",
        "agi"
      ],
      "title": "Gemini 4 Argon opens to developers. Long-running work becomes the benchmark.",
      "displayOrder": 51
    },
    {
      "slug": "openai-gpt-6-intelligent-ui",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [],
      "title": "GPT-6's most interesting idea may be the interface, not the model.",
      "displayOrder": 52
    },
    {
      "slug": "anthropic-claude-haiku-55-ai-cost",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [],
      "title": "Claude Haiku 5.5 puts the cost of useful AI work under pressure.",
      "displayOrder": 53
    },
    {
      "slug": "mistral-large-4-open-weights-promise",
      "primaryTopic": "General AI",
      "primaryHub": null,
      "relatedHubs": [],
      "title": "Mistral Large 4 pushes scale—and makes a promise about open weights.",
      "displayOrder": 54
    }
  ],
  "counts": {
    "agi": 2,
    "superintelligence": 3,
    "ai-existential-risk": 13,
    "ai-agents": 26,
    "ai-and-jobs": 6,
    "ai-in-medicine": 6,
    "ai-and-energy": 5,
    "ai-and-robotics": 6,
    "ai-cybersecurity": 5,
    "ai-chips-and-compute": 8,
    "ai-and-science": 14,
    "ai-and-economy": 6,
    "ai-and-governance": 6
  },
  "generalOnly": [
    "google-gemini-notebook-slide-video-review-controls",
    "amazon-torchneuron-pytorch-trainium",
    "mistral-timestral-forecasting-foundation-models",
    "apple-mlx-distributed-muse-spark-open",
    "openai-gpt-6-intelligent-ui",
    "anthropic-claude-haiku-55-ai-cost",
    "mistral-large-4-open-weights-promise"
  ]
}