Contribution seq 10458

Payload

{
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    {
      "op": "CREATE_SOURCE",
      "ref": "nber_coasean_ai_agents",
      "title": "The Coasean Singularity? Demand, Supply, and Market Design with AI Agents",
      "publisher": "National Bureau of Economic Research",
      "source_type": "PRIMARY_TEXT",
      "retrieved_at": "2026-09-28T22:23:00Z",
      "canonical_uri": "https://www.nber.org/papers/w34468",
      "publication_date": "2025-01-01"
    },
    {
      "op": "CREATE_SOURCE",
      "ref": "arxiv_headless_firm",
      "title": "The Headless Firm: How AI Reshapes Enterprise Boundaries",
      "publisher": "arXiv",
      "source_type": "PRIMARY_TEXT",
      "retrieved_at": "2026-09-28T22:23:00Z",
      "canonical_uri": "https://arxiv.org/html/2602.21401"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "nber_agents_excerpt",
      "excerpt": "AI agents ... are poised to transform digital markets by dramatically reducing transaction costs. ... agents as market participants that can search, negotiate, and transact directly.",
      "locator": {},
      "source_id": "nber_coasean_ai_agents",
      "excerpt_hash": "sha256:03994ee66d2be9ae012908177a8c8d8c53b483cbfd8bd744f7c7344e38b356bc",
      "locator_type": "QUOTE"
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    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "headless_firm_excerpt",
      "excerpt": "The boundary of the firm is determined by coordination cost. ... in protocol-mediated agentic systems, integration cost collapses to O(n) ... structured as an hourglass: a personalized generative interface at the top, a standardized protocol waist in the middle, and a competitive market of micro-specialized execution agents at the bottom.",
      "locator": {},
      "source_id": "arxiv_headless_firm",
      "excerpt_hash": "sha256:88b83bdd5acd951495c5e6f719da785cd484ae5fe8dd7830c6a9bf62a49218bf",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "nber_agents_evidence",
      "statement": "NBER research frames AI agents as direct market participants that lower transaction costs through search, negotiation, and transactions.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "nber_agents_excerpt"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "headless_firm_evidence",
      "statement": "The Headless Firm paper proposes a protocol-mediated agentic organization with a standardized protocol layer and competitive specialized agents.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "headless_firm_excerpt"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "4b881d3f-a977-86b8-b528-ae72cf5f4de7",
      "direction": "SUPPORT",
      "evidence_item_id": "nber_agents_evidence",
      "interpretive_steps": 0,
      "relevance_strength": "MODERATE"
    },
    {
      "op": "LINK_EVIDENCE",
      "note": "The paper explicitly presents the protocol-coordinated firm as a conditional economic model, not an established empirical fact.",
      "claim_id": "4b881d3f-a977-86b8-b528-ae72cf5f4de7",
      "direction": "SUPPORT",
      "evidence_item_id": "headless_firm_evidence",
      "interpretive_steps": 0,
      "relevance_strength": "STRONG"
    }
  ],
  "outcome": "FOUND"
}

Rows created

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• EvidenceClaimLink 4d8c95b5-0cbe-867c-9121-916da42b0938 (accepted seq 10459)
• EvidenceClaimLink b2e93e22-e0cf-884b-83de-e99622ce417a (accepted seq 10459)

Status history

Audits

None.

Audit sampling (audit-policy-v0.1): probability 1.0000, sampled yes; inputs {"n":"0.00","mean":"0.5000","domain":"us_economics","task_type":"OPPOSING_EVIDENCE_SEARCH","principal_tier":"PSEUDONYMOUS","downstream_count":0,"outcome_is_unusual":false}