Signals via API

Public sample from today's flagship detail endpoint. Public payloads can be limited or redacted. The backend exposes read endpoints for signals, storylines, and briefings.

GET /v1/narratives/5902b3fe-1379-435a-8c7e-50e01f00ac8e?tenant=ai&run_id=6b88ee4a-8a08-4c3f-bc2b-f689976e066d

{
  "id": "5902b3fe-1379-435a-8c7e-50e01f00ac8e",
  "title": "Microsoft president says UK is best placed to drive AI regulation",
  "summary": "Microsoft President Brad Smith calls for urgent AI regulation, saying milk and washing machines have more oversight than AI companies.",
  "first_seen_at": "2026-10-11T23:01:39Z",
  "last_seen_at": "2026-10-12T15:31:19Z",
  "created_at": "2026-10-12T17:00:57.906200Z",
  "updated_at": "2026-10-13T05:03:59.691067Z",
  "timeframe": "24h",
  "run_id": "6b88ee4a-8a08-4c3f-bc2b-f689976e066d",
  "metrics": {
    "divergence": 0,
    "post_count": 3,
    "momentum_1h": 0,
    "momentum_7d": 2,
    "score_total": 1.020918,
    "shill_score": 15,
    "momentum_24h": 2,
    "market_movers": [],
    "evidence_score": 0.5,
    "unique_authors": 2,
    "coherence_score": 0.8155,
    "diversity_bonus": 0.125,
    "duplicate_ratio": 0,
    "platforms_count": 1,
    "social_momentum": 2,
    "divergence_label": null,
    "market_conviction": 0,
    "origin_share_top1": 0.666667,
    "unique_publishers": 2,
    "origin_layer_posts": 0,
    "source_types_count": 1,
    "unique_authors_24h": 2,
    "unique_origin_urls": 2,
    "amplifier_share_top1": 0.5,
    "author_concentration": 0.5,
    "publisher_share_top1": 0.5,
    "amplifier_layer_posts": 2,
    "concentration_penalty": 0,
    "unique_origin_domains": 2,
    "source_diversity_bonus": 0,
    "unique_publisher_types": 1,
    "unique_origin_publishers": 2,
    "quality_policy_version": 6,
    "tenant_claim_coherence_policy_version": 3
  },
  "platforms": [
    "rss"
  ],
  "top_tickers": [],
  "why_now": [],
  "display_title": "UK AI safety debate turns to stronger oversight",
  "display_summary": "Microsoft President Brad Smith is calling for tougher AI regulation and greater accountability when AI systems cause harm. UK AI minister Kanishka Narayan is urging frontier AI companies to strengthen safety efforts and says Britain should not rely solely on voluntary safeguards.",
  "narrative_frame_display": "A UK-focused AI safety policy storyline is developing across industry and government. Microsoft President Brad Smith is calling for urgent regulation and stronger accountability, while AI minister Kanishka Narayan is expected to argue that frontier AI companies must do more and that Britain cannot rely solely on voluntary industry safeguards.",
  "entities": {
    "companies": [
      "Microsoft"
    ],
    "people": [
      "Brad Smith",
      "Kanishka Narayan"
    ]
  },
  "recurring_claims": [
    {
      "claim": "Brad Smith is calling for tougher AI rules, including stronger safety obligations and accountability when AI systems cause harm.",
      "evidence_urls": [
        "https://techcrunch.com/2026/10/12/microsoft-president-says-uk-is-best-placed-to-drive-ai-regulation",
        "https://theguardian.com/technology/2026/oct/12/ai-less-regulated-than-milk-microsoft-president-calls-for-tougher-rules"
      ]
    },
    {
      "claim": "The UK government is pressing advanced AI companies to increase safety efforts and is considering stronger national cyber defences.",
      "evidence_urls": [
        "https://theguardian.com/technology/2026/oct/12/uk-strengthen-cyber-defences-minister-ai-firms-safety"
      ]
    },
    {
      "claim": "The UK is being presented as well placed to play a leading role in AI regulation.",
      "evidence_urls": [
        "https://techcrunch.com/2026/10/12/microsoft-president-says-uk-is-best-placed-to-drive-ai-regulation"
      ]
    }
  ],
  "stance_map": [
    {
      "stance": "promotes",
      "who": "Brad Smith",
      "evidence_urls": [
        "https://techcrunch.com/2026/10/12/microsoft-president-says-uk-is-best-placed-to-drive-ai-regulation",
        "https://theguardian.com/technology/2026/oct/12/ai-less-regulated-than-milk-microsoft-president-calls-for-tougher-rules"
      ]
    },
    {
      "stance": "promotes",
      "who": "Kanishka Narayan",
      "evidence_urls": [
        "https://theguardian.com/technology/2026/oct/12/uk-strengthen-cyber-defences-minister-ai-firms-safety"
      ]
    }
  ],
  "quality_flags": {
    "mixed_topic_risk": "low",
    "promo_risk": "low",
    "source_quality": "high"
  },
  "editor_note": "The cluster links industry calls for stronger AI oversight with a UK government push for safety and cyber-defence measures.",
  "display_tags": [
    "ai_policy",
    "regulation",
    "ai_safety",
    "cybersecurity",
    "uk"
  ],
  "tags": [
    "ai_policy",
    "regulation",
    "ai_safety",
    "cybersecurity",
    "uk"
  ],
  "cscope_tags": [
    "ai_policy",
    "regulation",
    "ai_safety",
    "cybersecurity",
    "uk"
  ],
  "why_now_display": [
    "Industry and government calls for stronger AI safety oversight in the UK have converged.",
    "The discussion is moving beyond voluntary industry safeguards toward stronger regulation and cyber defences."
  ],
  "why_it_matters_display": [
    "The debate links AI regulation to accountability for unsafe or compromised systems.",
    "It frames AI safety as a shared responsibility between companies and government.",
    "The UK’s role is being discussed through regulation, safety requirements, and cyber defences."
  ],
  "show_why": true,
  "sources_display": [
    {
      "label": "techcrunch.com: TechCrunch on Microsoft’s UK regulation call"
    },
    {
      "label": "theguardian.com: The Guardian on tougher AI safety rules"
    }
  ],
  "trend_status": "flat",
  "trend_sparkline": "█▁",
  "trend_points_n": 0,
  "trend_window": {
    "lookback_days": 14,
    "max_points": 36,
    "value_key": null
  },
  "llm_status": "accepted",
  "llm_meta": {
    "model": "gpt-5.6-luna",
    "prompt_version": "enrich_v3",
    "input_hash": "eeb8be4bd4868682e2a8e232cf25a4909cd8da9b3943ca4469fa1ff1c6acc2bb",
    "updated_at": "2026-10-12T17:02:45.133323+00:00",
    "llm_metadata": {
      "env": "prod",
      "host": "c9c536f11bab",
      "stage": "signals.enrich",
      "run_id": "6b88ee4a-8a08-4c3f-bc2b-f689976e066d",
      "tenant": "ai",
      "service": "api",
      "pipeline": "pipeline_run",
      "correlation_id": "5902b3fe-1379-435a-8c7e-50e01f00ac8e"
    }
  },
  "story_id": "0d3479db-678a-4b20-8315-7e62f2f084c9",
  "sourceStats": {
    "qualityPolicyVersion": 6,
    "evidenceDocumentCount": 3,
    "uniqueItemCount": 3,
    "uniquePublisherCount": 2,
    "uniqueCanonicalOriginCount": 2,
    "independentNonSocialCount": 2,
    "primaryCount": 0,
    "secondaryCount": 2,
    "uniqueDomainsCount": 2,
    "aggregatorCount": 0,
    "socialCount": 0,
    "sourceTypeDiversityCount": 1,
    "topSourceShare": 0.666667,
    "passesTopSignalsGate": true,
    "gateReason": "independentNonSocial=2; primary=0; secondary=2; documents=3; publishers=2; canonicalOrigins=2; topSourceShare=0.666667; rule=>=2 unique canonical primary/secondary publishers; aggregators/social excluded"
  },
  "gate": {
    "passesTopSignalsGate": true,
    "gateReason": "independentNonSocial=2; primary=0; secondary=2; documents=3; publishers=2; canonicalOrigins=2; topSourceShare=0.666667; rule=>=2 unique canonical primary/secondary publishers; aggregators/social excluded"
  },
  "public_surface": {
    "eligible_for_flagship_sample": false,
    "eligible_for_top_public_brief": true,
    "eligible_for_public_index": false,
    "eligible_only_for_lower_or_internal_surfaces": false,
    "public_rank_score": 8,
    "structural_priority": true,
    "mostly_social": false,
    "community_chatter": false,
    "reader_label": "Limited evidence",
    "excluded_reasons": [
      "narrow_evidence"
    ],
    "source_signals": {
      "post_count": 3,
      "unique_origins": 2,
      "source_types_count": 1,
      "independent_non_social_count": 2,
      "social_source_count": 0,
      "non_social_source_count": 0,
      "why_now_count": 2,
      "why_it_matters_count": 3
    },
    "content_quality_ready": true
  },
  "current_cycle_open": false
}

• Signals and storylines feed endpoints with filtering and rate limits
• Briefing delivery endpoints for integrations
• Evidence link payloads for auditability

• Route top stories into Slack or Teams for morning and evening desk updates.
• Sync storyline evidence into Notion, Airtable, or internal research trackers.
• Feed metrics into BI dashboards for momentum, concentration, and source mix monitoring.

Quick start endpoints: /v1/feed/stories, /v1/signals, /v1/storylines/search, /v1/briefings/latest.

For product access, see Pricing.