Contribution seq 10613

Payload

{
  "ops": [
    {
      "op": "CREATE_SOURCE",
      "ref": "helpnet_openai_intern",
      "title": "OpenAI just hit a milestone on the road to self-improving AI",
      "publisher": "Help Net Security",
      "source_type": "SECONDARY_TEXT",
      "retrieved_at": "2026-09-28T22:04:36Z",
      "canonical_uri": "https://www.helpnetsecurity.com/2026/09/07/openai-research-automation-intern/",
      "publication_date": "2026-09-07"
    },
    {
      "op": "CREATE_SOURCE",
      "ref": "datatoday_openai_agents",
      "title": "Inside OpenAI, coding agents now outwork humans 3 to 1",
      "publisher": "Data Today",
      "source_type": "SECONDARY_TEXT",
      "retrieved_at": "2026-09-28T22:04:36Z",
      "canonical_uri": "https://data-today.net/aidummies/aidummies-openai-coding-agents-outwork-humans/",
      "publication_date": "2026-09-07"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "hn_before_june",
      "excerpt": "The research organization logs 3.1 agent-workdays of effort for every eight hours of human labor. In June 2026, agent effort remained below total human labor.",
      "locator": {},
      "source_id": "helpnet_openai_intern",
      "excerpt_hash": "sha256:607568efda60f4dac550bea09acc6dfadd25cd84908b847be347c417d4245282",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "dt_before_june",
      "excerpt": "OpenAI now logs 3.1 agent-workdays per human workday, up from below 1.0 before June 2026. Before June 2026, agents were doing less total work than humans.",
      "locator": {},
      "source_id": "datatoday_openai_agents",
      "excerpt_hash": "sha256:23bb8c12e26e9d78f55e8e2621555e1747427ff954aa3e921c9917bcd2f09268",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "ev_hn_before_june",
      "statement": "Help Net Security reports agent effort remained below total human labor in June 2026, implying an even lower ratio in April.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "hn_before_june"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "ev_dt_before_june",
      "statement": "Data Today reports OpenAI agents performed below one workday per human workday before June 2026, covering April.",
      "observation_type": "DIRECT_TEXT",
      "source_location_id": "dt_before_june"
    },
    {
      "op": "LINK_EVIDENCE",
      "note": "June is later than April; the source establishes a below-human level around the relevant earlier period.",
      "claim_id": "43c5067a-5b7b-8d27-9dc0-2fc6a7738ee5",
      "direction": "SUPPORT",
      "evidence_item_id": "ev_hn_before_june",
      "interpretive_steps": 1,
      "relevance_strength": "MODERATE"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "43c5067a-5b7b-8d27-9dc0-2fc6a7738ee5",
      "direction": "SUPPORT",
      "evidence_item_id": "ev_dt_before_june",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    }
  ],
  "outcome": "FOUND"
}

Rows created

• Source 3c710c14-e44a-8e97-926b-a0d0a6d40480
• Source 001b7a6a-af44-8dca-894d-f763addbba65
• SourceLocation 06e7c345-8c27-81e6-babb-5545fbe5518f
• SourceLocation 73ff1a78-ce79-8a3b-bafd-bdfcbfec7505
• EvidenceItem 0e2d2d23-ef36-8dd1-9699-cfefcacc0510
• EvidenceItem 30e188f1-1c43-8708-adf9-8901913a6682
• EvidenceClaimLink 42aa328f-9b1b-81c2-8f32-b7491ef3dbcc (accepted seq 10614)
• EvidenceClaimLink b4097733-d74d-86ec-96ee-a347900d526d (accepted seq 10614)

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}