Validations Queue

47,884 candidate doc → node links pending adjudication. Each was auto-generated by cosine similarity ≥ 0.55 between document and prediction embeddings (bge-base-en-v1.5, 768-dim). Showing page 2 of 2, 34 rows by similarity. Adjudicating updates doc_node_links.reviewed=true with the chosen polarity, writes per-link rows to audit_log, and removes the row from this queue. Phase 4 inference will use confirmed corroborates/contradicts links as Bayesian evidence.

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Confirm or label (corroborates / contradicts) all unreviewed links above a similarity threshold in one transaction. Each affected row writes a per-link audit_log entry. Capped at 1,000 links per call. Use Preview first.

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Sim	Doc	Source	Pred	Domain	Prior
0.55	SoftBank - OpenAI, Oracle, and SoftBank expand Stargate with five new AI data center sites	codex_research_pack 2025-09-24	INF_050 Within approximately 6-7 years (2031-2032), major tech companies will operate their own small modular nuclear reactors (SMRs) co-located directly with AI data centers — in the hundreds-of-megawatts range, bypassing the public grid entirely. Jensen Huang	Energy	39%
0.55	NVIDIA - Rubin Platform, Open Models, Autonomous Driving at CES	codex_research_pack 2026-01-06	241_053 AI chips are 2 kilowatts each - requires water cooling Eric Schmidt	AI	54%
0.55	NVIDIA - Vera Rubin Opens Agentic AI Frontier	codex_research_pack 2026-03-16	241_053 AI chips are 2 kilowatts each - requires water cooling Eric Schmidt	AI	54%
0.55	European Commission - AI Act	codex_research_pack 2026-04-28	232_021 No chance AI will be paused in the next three years given current administration and China competition. Dave Blundin	Geopolitics	75%
0.55	European Commission - AI Act	codex_research_pack 2026-04-28	CMQ_018 By 2027-2028, the strategic value of superintelligence + impossible trillion-dollar infrastructure cost will trigger government consolidation of AGI development — 'The Project'. Leopold Aschenbrenner	Geopolitics	35%
0.55	European Commission - Guidelines for providers of general-purpose AI models	codex_research_pack 2026-04-28	232_021 No chance AI will be paused in the next three years given current administration and China competition. Dave Blundin	Geopolitics	75%
0.55	European Commission - Guidelines for providers of general-purpose AI models	codex_research_pack 2026-04-28	CMQ_018 By 2027-2028, the strategic value of superintelligence + impossible trillion-dollar infrastructure cost will trigger government consolidation of AGI development — 'The Project'. Leopold Aschenbrenner	Geopolitics	35%
0.55	Figure - Ramping Figure 03 Production	codex_research_pack 2026-04-29	229_033 Figure will deploy robots into its new 'Grid' facility to run 24/7 starting this month with Figure 3s. Brett Adcock	Robotics	40%
0.55	Figure - Ramping Figure 03 Production	codex_research_pack 2026-04-29	INF_025 Figure AI targets deployment of 100,000 general-purpose humanoid robots by 2029, networked to a centralized 'universal brain' capable of controlling any robot body on Earth — requiring continuous high-bandwidth DC-to-edge data streams. Brett Adcock	Robotics	37%
0.55	Figure - BotQ: A High-Volume Manufacturing Facility for Humanoid Robots	codex_research_pack 2025-03-16	229_033 Figure will deploy robots into its new 'Grid' facility to run 24/7 starting this month with Figure 3s. Brett Adcock	Robotics	40%
0.55	Figure - BotQ: A High-Volume Manufacturing Facility for Humanoid Robots	codex_research_pack 2025-03-16	INF_025 Figure AI targets deployment of 100,000 general-purpose humanoid robots by 2029, networked to a centralized 'universal brain' capable of controlling any robot body on Earth — requiring continuous high-bandwidth DC-to-edge data streams. Brett Adcock	Robotics	37%
0.55	1X - NEO Factory in Hayward with Consumer Shipments Planned for 2026	codex_research_pack 2026-04-30	CMQ_052 Humanoid robot price will drop to ~$20K-$30K per unit — leased cost ~$500/month for a 24/7 robotic laborer, fundamentally altering physical-labor economics. Brett Adcock	Robotics	22%
0.55	1X - NEO Factory in Hayward with Consumer Shipments Planned for 2026	codex_research_pack 2026-04-30	ROB_009 External sales of Tesla Optimus will commence in 2026 at approximately $30,000 retail price — a $30K capital expenditure for a 24/7-capable machine represents a 36-week payback period vs the lowest US minimum wage; fundamentally alters the mathematics ... Elon Musk	Robotics	18%
0.55	1X - NEO's Starting to Learn On Its Own	codex_research_pack 2026-01-12	CMQ_052 Humanoid robot price will drop to ~$20K-$30K per unit — leased cost ~$500/month for a 24/7 robotic laborer, fundamentally altering physical-labor economics. Brett Adcock	Robotics	22%
0.55	1X - NEO's Starting to Learn On Its Own	codex_research_pack 2026-01-12	ROB_009 External sales of Tesla Optimus will commence in 2026 at approximately $30,000 retail price — a $30K capital expenditure for a 24/7-capable machine represents a 36-week payback period vs the lowest US minimum wage; fundamentally alters the mathematics ... Elon Musk	Robotics	18%
0.55	NASA - Charts More Reliable Course for America's Return to Lunar Surface	codex_research_pack 2026-03-01	SPC_012 SpaceX will perfect orbital refueling architectures by 2027 — the critical prerequisite for future Mars missions, enabling Starship depot-based beyond-LEO operations. Peter Diamandis	Space	41%
0.55	NASA OIG - NASA's Management of the Human Landing System Contracts	codex_research_pack 2026-03-01	SPC_012 SpaceX will perfect orbital refueling architectures by 2027 — the critical prerequisite for future Mars missions, enabling Starship depot-based beyond-LEO operations. Peter Diamandis	Space	41%
0.55	NASA - Artemis II Launch Day Updates	codex_research_pack 2026-04-01	SPC_012 SpaceX will perfect orbital refueling architectures by 2027 — the critical prerequisite for future Mars missions, enabling Starship depot-based beyond-LEO operations. Peter Diamandis	Space	41%
0.55	FDA - Framework for AI Models Used for Drug and Biological Product Submissions	codex_research_pack 2025-01-06	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.55	FDA - Framework for AI Models Used for Drug and Biological Product Submissions	codex_research_pack 2025-01-06	247_033 Timelines for solving all disease are collapsing; Demis says cure all disease within a decade Demis Hassabis	Biotech/Longevity	62%
0.55	FDA - Framework for AI Models Used for Drug and Biological Product Submissions	codex_research_pack 2025-01-06	247_041 AI-powered drugs have 85% phase 1 success vs 52% traditional Peter Diamandis	Biotech/Longevity	55%
0.55	FDA - Framework for AI Models Used for Drug and Biological Product Submissions	codex_research_pack 2025-01-06	248_029 Regime change at the FDA is not beyond the realm of reason. Alex Wissner-Gross	Biotech/Longevity	35%
0.55	Isomorphic Labs - $600M funding to advance therapeutic programs into the clinic	codex_research_pack 2025-03-31	230_031 We are in an era of domain collapse — AlphaFold pattern will repeat across many fields starting now. Alex Wissner-Gross	AI	43%
0.55	Isomorphic Labs - $600M funding to advance therapeutic programs into the clinic	codex_research_pack 2025-03-31	247_033 Timelines for solving all disease are collapsing; Demis says cure all disease within a decade Demis Hassabis	Biotech/Longevity	62%
0.55	Isomorphic Labs - $600M funding to advance therapeutic programs into the clinic	codex_research_pack 2025-03-31	247_035 Dario Amodei will solve most/all neurological diseases by end of decade Dario Amodei	Biotech/Longevity	39%
0.55	Colossal - Woolly Mouse Mammoth gene editing validates de-extinction pipeline	codex_research_pack 2025-03-04	245_024 Colossal gene editing will reach thousands of edits (up from current hundreds) Ben Lamm	Biotech/Longevity	34%
0.55	Colossal - Woolly Mouse Mammoth gene editing validates de-extinction pipeline	codex_research_pack 2025-03-04	245_033 Colossal will work to reintroduce all de-extincted species back into their environments Ben Lamm	Biotech/Longevity	44%
0.55	Colossal - Woolly Mouse Mammoth gene editing validates de-extinction pipeline	codex_research_pack 2025-03-04	245_040 Biovault model will expand; UAE is the first of multiple country partnerships Ben Lamm	Biotech/Longevity	38%
0.55	Colossal - Dire Wolf project	codex_research_pack 2025-04-07	245_024 Colossal gene editing will reach thousands of edits (up from current hundreds) Ben Lamm	Biotech/Longevity	34%
0.55	Colossal - Dire Wolf project	codex_research_pack 2025-04-07	245_033 Colossal will work to reintroduce all de-extincted species back into their environments Ben Lamm	Biotech/Longevity	44%
0.55	Colossal - Dire Wolf project	codex_research_pack 2025-04-07	245_040 Biovault model will expand; UAE is the first of multiple country partnerships Ben Lamm	Biotech/Longevity	38%
0.55	Axios - Colossal Biosciences reveals bluebuck de-extinction target	codex_research_pack 2026-04-30	245_024 Colossal gene editing will reach thousands of edits (up from current hundreds) Ben Lamm	Biotech/Longevity	34%
0.55	Axios - Colossal Biosciences reveals bluebuck de-extinction target	codex_research_pack 2026-04-30	245_033 Colossal will work to reintroduce all de-extincted species back into their environments Ben Lamm	Biotech/Longevity	44%
0.55	Axios - Colossal Biosciences reveals bluebuck de-extinction target	codex_research_pack 2026-04-30	245_040 Biovault model will expand; UAE is the first of multiple country partnerships Ben Lamm	Biotech/Longevity	38%