{
  "schema_version": "1.0",
  "website": "Cortist",
  "audit_date": "2026-10-23",
  "editorial_policy": "/editorial-standards/",
  "reviewed_article_count": 25,
  "assessment_scope": "Complete 25-story inventory checked for page metadata, title uniqueness, sources and claim attribution, original editorial analysis, repeated boilerplate, visual reference links and high-impact comparison caveats. Select public primary sources externally spot checked. The audit does NOT constitute independent experimental verification of all assertions.",
  "full_independent_fact_check_claimed": false,
  "formal_external_editorial_signoffs": 0,
  "one_source_dominant_count": 12,
  "stock_paragraphs_replaced_count": 18,
  "priority_medical_correction": "AI evaluated on 304 NEJM cases; physician comparator based on smaller 56-case subset, not a matched 304-case physician comparison.",
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    {
      "slug": "adp-ai-exposed-young-workers-september-2026",
      "headline": "AI-exposed jobs are shrinking for young US workers. What the September payroll data really show.",
      "original_source_domains": [
        "www.adpresearch.com",
        "hai.stanford.edu",
        "digitaleconomy.stanford.edu",
        "www.ilo.org"
      ],
      "source_domain_count": 4,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Employment / high-impact evidence analysis",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1201,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "amazon-torchneuron-pytorch-trainium",
      "headline": "Amazon’s TorchNeuron targets the hidden cost of AI: switching chips.",
      "original_source_domains": [
        "www.aboutamazon.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 737,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "anthropic-claude-haiku-55-ai-cost",
      "headline": "Claude Haiku 5.5 puts the cost of useful AI work under pressure.",
      "original_source_domains": [
        "www.anthropic.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 511,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "anthropic-junior-hiring-ai-agents-2026",
      "headline": "Anthropic's junior technical hiring share fell from 27% to 9%. Are AI agents changing the career ladder?",
      "original_source_domains": [
        "www.anthropic.com",
        "www.ilo.org"
      ],
      "source_domain_count": 2,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Employment / high-impact evidence analysis",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1169,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "anthropic-metr-independent-ai-evaluators",
      "headline": "Anthropic gives external evaluators access from inside the company.",
      "original_source_domains": [
        "www.anthropic.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 557,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "anthropic-public-benefit-fund-ai-governance",
      "headline": "Anthropic pledges equity to a public-benefit fund. The real test is governance.",
      "original_source_domains": [
        "www.anthropic.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 627,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "apple-mlx-distributed-muse-spark-open",
      "headline": "Apple shows a giant open-weight model running across four Mac Studios.",
      "original_source_domains": [
        "machinelearning.apple.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
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      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 567,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "google-gemini-4-argon-developer-agents",
      "headline": "Gemini 4 Argon opens to developers. Long-running work becomes the benchmark.",
      "original_source_domains": [
        "blog.google"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 513,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "google-gemini-notebook-slide-video-review-controls",
      "headline": "Gemini Notebook adds a review step before AI slides and videos.",
      "original_source_domains": [
        "blog.google"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1554,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "hassabis-agi-timeline-2026",
      "headline": "Hassabis brings AGI closer. ",
      "original_source_domains": [
        "www.wsj.com",
        "blog.google",
        "www.metaculus.com"
      ],
      "source_domain_count": 3,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
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      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Added story-specific evidence note and editorial-policy link",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 1,
      "body_word_count_approx": 496,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "huggingface-carbon-x-dna-model",
      "headline": "Hugging Face releases Carbon-X: a language model that can read DNA. What has it actually proven?",
      "original_source_domains": [
        "huggingface.co",
        "www.wired.com",
        "github.com"
      ],
      "source_domain_count": 3,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
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      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 852,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "iea-data-centre-grid-policies-2026",
      "headline": "The IEA counted 134 data-center grid rules. The AI power fight is now about who pays.",
      "original_source_domains": [
        "www.iea.org",
        "bies.lbl.gov"
      ],
      "source_domain_count": 2,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "International energy-policy inventory",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Added story-specific evidence note and editorial-policy link",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 3,
      "body_word_count_approx": 1056,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "llm-d-10-open-inference-agents-cost",
      "headline": "llm-d 1.0 is here. The next AI price war is about serving, not models.",
      "original_source_domains": [
        "research.ibm.com",
        "cloud.google.com",
        "github.com",
        "newsroom.ibm.com"
      ],
      "source_domain_count": 4,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1491,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "microsoft-mai-dxo-sequential-diagnosis-science-2026",
      "headline": "Microsoft's diagnostic AI got 83% of difficult cases right. Patients are the harder test.",
      "original_source_domains": [
        "doi.org",
        "microsoft.ai",
        "www.reuters.com"
      ],
      "source_domain_count": 3,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Retrospective medical diagnostic benchmark",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Material comparator denominator clarification: AI n=304 versus physician subset n=56; FAQ and JSON-LD aligned",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 3,
      "body_word_count_approx": 1104,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "microsoft-project-perception-ai-agent-security",
      "headline": "Microsoft expands Project Perception. Who controls the AI agent?",
      "original_source_domains": [
        "www.microsoft.com",
        "blogs.microsoft.com"
      ],
      "source_domain_count": 2,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
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      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1483,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "mistral-large-4-open-weights-promise",
      "headline": "Mistral Large 4 pushes scale—and makes a promise about open weights.",
      "original_source_domains": [
        "mistral.ai"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 532,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "mistral-timestral-forecasting-foundation-models",
      "headline": "Mistral's Timestral points AI toward forecasting the physical world.",
      "original_source_domains": [
        "mistral.ai"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 549,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "nist-superintelligence-control-incidents",
      "headline": "US agencies prepare for AI control incidents. Does that mean superintelligence is here?",
      "original_source_domains": [
        "www.nist.gov",
        "www.whitehouse.gov",
        "deepmind.google"
      ],
      "source_domain_count": 3,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Added story-specific evidence note and editorial-policy link",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 844,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "nvidia-nemotron-35-open-local-agents",
      "headline": "NVIDIA's Nemotron 3.5 puts open agent models on a size spectrum.",
      "original_source_domains": [
        "blogs.nvidia.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 537,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "nvidia-rtx-spark-local-ai-pcs",
      "headline": "RTX Spark arrives. The AI PC is turning into a place to run agents.",
      "original_source_domains": [
        "blogs.nvidia.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 573,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "nvidia-vera-modal-ai-agent-sandbox-benchmarks",
      "headline": "Modal’s NVIDIA Vera tests put the CPU back in the AI-agent story.",
      "original_source_domains": [
        "modal.com",
        "github.com"
      ],
      "source_domain_count": 2,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1533,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "openai-decisions-api-2026",
      "headline": "OpenAI launches Decisions API. Are faster micro-decisions the next building block for AI agents?",
      "original_source_domains": [
        "openai.com",
        "developers.openai.com"
      ],
      "source_domain_count": 2,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Added story-specific evidence note and editorial-policy link",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 887,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "openai-gpt-6-intelligent-ui",
      "headline": "GPT-6's most interesting idea may be the interface, not the model.",
      "original_source_domains": [
        "openai.com"
      ],
      "source_domain_count": 1,
      "source_status": "Mainly a single original source; independence of numerical claims not established",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 563,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "openai-metr-redwood-monitoring-flaws",
      "headline": "Independent testers found gaps in OpenAI's AI monitoring. Can the fixes be verified?",
      "original_source_domains": [
        "www.reuters.com",
        "metr.org",
        "internationalaisafetyreport.org"
      ],
      "source_domain_count": 3,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Source-based AI news and editorial context",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Added story-specific evidence note and editorial-policy link",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1163,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    },
    {
      "slug": "pwc-ai-workforce-skills-divide-2026",
      "headline": "AI use is rising, but many workers lack training. PwC finds a widening skills divide.",
      "original_source_domains": [
        "www.pwc.com",
        "www.ilo.org"
      ],
      "source_domain_count": 2,
      "source_status": "Multiple linked source domains; independence evaluated by claim, not by link count",
      "story_type": "Employment / high-impact evidence analysis",
      "unique_contribution": "Cortist explains implications and limits; not an independent measurement",
      "visible_article_specific_evidence_note": true,
      "publication_content_change": "Replaced repeated stock editorial paragraph with story-specific limitation",
      "sources_reading_status": "Primary-source URL(s) inspected in published article; selective current external spot checks only. No claim of full independent replication.",
      "source_verification_level": "Attribution and internal consistency audit",
      "image_count": 4,
      "body_word_count_approx": 1124,
      "external_independent_signoff": false,
      "reviewed_date": "2026-10-23"
    }
  ]
}