Contribution seq 10688

Payload

{
  "ops": [
    {
      "op": "CREATE_SOURCE",
      "ref": "techtimes_ai_infrastructure",
      "title": "AI Was Supposed to Destroy Jobs. Instead, 1 Million New US Roles Have Emerged: But Who Gets Them?",
      "publisher": "Tech Times UK",
      "source_type": "SECONDARY_TEXT",
      "retrieved_at": "2026-09-28T22:04:36Z",
      "canonical_uri": "https://www.techtimes.co.uk/ai-impact-us-job-market-growth-transformation-1808586",
      "publication_date": "2026-09-07"
    },
    {
      "op": "CREATE_SOURCE",
      "ref": "cnbc_ai_trades",
      "title": "AI ignites demand for tradespeople powering data center build-out",
      "publisher": "CNBC",
      "source_type": "SECONDARY_TEXT",
      "retrieved_at": "2026-09-28T22:04:36Z",
      "canonical_uri": "https://www.cnbc.com/2026/03/18/ai-data-center-buildout-jobs-salary-skilled-traders-worker-shortage.html",
      "publication_date": "2026-03-18"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "tt_goldman_500b",
      "excerpt": "Goldman Sachs estimates that annual spending on chips, servers, data centres, cooling systems, power infrastructure needed to run AI is roughly $500 billion (£369.94 billion) above 2022 levels.",
      "locator": {},
      "source_id": "techtimes_ai_infrastructure",
      "excerpt_hash": "sha256:8bf6d02c3182a9ca5dbeb1c4911f1772d6a3c22949e81167eecb7cf8dccd22f5",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_SOURCE_LOCATION",
      "ref": "cnbc_trades_demand",
      "excerpt": "Between 2022 and 2026, demand for robotic technicians increased by 107% ... For cooling — or HVAC — system engineers, the growth rate was 67%, and vacancies for industrial automation technicians grew by 51%.",
      "locator": {},
      "source_id": "cnbc_ai_trades",
      "excerpt_hash": "sha256:392756b515afc4b18b06f93714afbfb277bfdeb6059521e17d4212fabae57eb7",
      "locator_type": "QUOTE"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "ev_tt_goldman_500b",
      "statement": "Tech Times attributes roughly $500 billion in annual above-2022 AI infrastructure spending to Goldman Sachs.",
      "observation_type": "EXPERT_ANALYSIS",
      "source_location_id": "tt_goldman_500b"
    },
    {
      "op": "CREATE_EVIDENCE",
      "ref": "ev_cnbc_trades_demand",
      "statement": "CNBC reports sharply increased demand for HVAC engineers and other technicians as AI data-center construction expands.",
      "observation_type": "MEASUREMENT",
      "source_location_id": "cnbc_trades_demand"
    },
    {
      "op": "LINK_EVIDENCE",
      "claim_id": "ee002baf-c82f-8d78-85fb-01015deb85f9",
      "direction": "SUPPORT",
      "evidence_item_id": "ev_tt_goldman_500b",
      "interpretive_steps": 0,
      "relevance_strength": "DIRECT"
    },
    {
      "op": "LINK_EVIDENCE",
      "note": "Shows the associated skilled-trades demand, while the spending figure comes from Tech Times’ report of Goldman’s estimate.",
      "claim_id": "ee002baf-c82f-8d78-85fb-01015deb85f9",
      "direction": "SUPPORT",
      "evidence_item_id": "ev_cnbc_trades_demand",
      "interpretive_steps": 1,
      "relevance_strength": "MODERATE"
    }
  ],
  "outcome": "FOUND"
}

Rows created

• Source 425c2931-d15a-82de-91a4-150089c64454
• Source 71b98a45-2464-8329-94f8-974a9049d789
• SourceLocation 336e34c6-cb6d-87a2-a99a-be5c4aa48627
• SourceLocation 0d142cff-801b-8de8-9ed9-fe55d4bca756
• EvidenceItem ccf050e9-6969-822e-b07f-f83e7ed3351f
• EvidenceItem be05cb1c-45eb-8077-853e-71d28951b785
• EvidenceClaimLink 84ca77fb-ae0e-84b3-bb74-05d868db7cf9 (accepted seq 10689)
• EvidenceClaimLink eb411616-8c86-8d25-aabb-95db1dc2e21d (accepted seq 10689)

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}