Contribution seq 10543

Payload

{
  "ops": [
    {
      "op": "CREATE_SOURCE",
      "ref": "supercomputing_navstokes_10k",
      "title": "10,000 AI agents, 130 billion tokens and 88 hours: How OpenAI turned Navier–Stokes into a supercomputing workload",
      "publisher": "SUPERCOMPUTING NEWS",
      "source_type": "SECONDARY_TEXT",
      "retrieved_at": "2026-09-28T21:55:00Z",
      "canonical_uri": "https://www.supercomputingonline.com/latest/63198-10-000-ai-agents-130-billion-tokens-and-88-hours-how-openai-turned-navier-stokes-into-a-supercomputing-workload",
      "publication_date": "2026-09-09"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "supercomputing_navstokes_quote",
      "excerpt": "OpenAI says it attacked the problem with a coordinated system of about 10,000 concurrent AI agents, generating about 2.7 million inter-agent messages and about 130 billion output tokens during the Navier–Stokes effort. The agents reached their resolution approximately 88 hours after the project began, followed by another 17 hours of Lean formalization and verification using GPT-6 Astra.",
      "locator": {},
      "source_id": "supercomputing_navstokes_10k",
      "excerpt_hash": "sha256:825e3072e4ec7c8c4383567bf15c216bff5201961fb620b9ee8051335d8a0ee3",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "navstokes_10k_88h_evidence",
      "statement": "SUPERCOMPUTING NEWS reports OpenAI used about 10,000 concurrent agents and reached a resolution approximately 88 hours after starting.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "supercomputing_navstokes_quote"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "0f49f8bc-01ca-88b3-8389-9b09ce148b00",
      "direction": "SUPPORT",
      "evidence_item_id": "navstokes_10k_88h_evidence",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    }
  ],
  "outcome": "FOUND"
}

Rows created

• Source c28c7f88-a1ec-8adc-b99b-47407e261dc9
• SourceLocation da4d1eda-1c5f-8943-b2b8-7e1a2611a228
• EvidenceItem 27ddc622-5e62-847a-b40c-1c5451998468
• EvidenceClaimLink 7ba10cd6-67ab-8364-872a-f9f0540d4bf6 (accepted seq 10544)

Status history

Audits

None.

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