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 1 of 3, 50 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.

Pending (total)

47,884

Reviewed

Filtered

134

page 1 / 3

Showing on page

Filters

URL params control source + min-similarity threshold

Source

All (47884)arxiv (17334)codex_research_pack (134)edgar_8k (2071)fda (2570)gdelt (1218)github_release (2442)manifold (5975)polymarket (16140)

Page size

50 100 200 500

Bulk auto-confirm by similarity threshold

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.

Threshold:Source:Action:

Source0 selected · 0 visible

Bulk action

Sim	Doc	Source	Pred	Domain	Prior
0.90	METR - Measuring AI Ability to Complete Long Tasks	codex_research_pack 2025-03-19	SEM_036 World-class AI programmers will appear within 1-2 years (by 2027-2028). Eric Schmidt	AI/Cognition	70%
0.90	OECD - Exploring Possible AI Trajectories Through 2030	codex_research_pack 2026-04-26	SEM_036 World-class AI programmers will appear within 1-2 years (by 2027-2028). Eric Schmidt	AI/Cognition	70%
0.90	NVIDIA - Launches Space Computing, Rocketing AI Into Orbit	codex_research_pack 2026-03-16	246_038 Data centers are driving frontier labs into space (orbital data centers). Peter Diamandis	Space	60%
0.90	NVIDIA - Launches Space Computing, Rocketing AI Into Orbit	codex_research_pack 2026-03-16	AI_020 NVIDIA will launch a 'space computing' push via the specialized Vera Rubin Space Module — bringing AI infrastructure, geospatial intelligence, and autonomous operations into low Earth orbit, then to autonomous lunar manufacturing bases. NVIDIA	Space	36%
0.90	NVIDIA - Launches Space Computing, Rocketing AI Into Orbit	codex_research_pack 2026-03-16	SEM_043 SpaceX is actively exploring deployment of data centers in space — seeking regulatory permission immediately as rivals investigate orbital compute. Gwynne Shotwell	Space/Compute	54%
0.90	European Commission - AI Act	codex_research_pack 2026-04-28	235_007 AI regulation window is this calendar year 2026 before chaos breaks out. Dave Blundin	Geopolitics	45%
0.90	European Commission - AI Act	codex_research_pack 2026-04-28	AI_037 EU AI Act compliance will become a first-class enterprise priority — Anthropic among first frontier labs positioning proactive regulatory governance as a competitive differentiator against hyperscaler peers. Daniella Amodei	Geopolitics	60%
0.90	European Commission - Guidelines for providers of general-purpose AI models	codex_research_pack 2026-04-28	235_007 AI regulation window is this calendar year 2026 before chaos breaks out. Dave Blundin	Geopolitics	45%
0.90	European Commission - Guidelines for providers of general-purpose AI models	codex_research_pack 2026-04-28	AI_037 EU AI Act compliance will become a first-class enterprise priority — Anthropic among first frontier labs positioning proactive regulatory governance as a competitive differentiator against hyperscaler peers. Daniella Amodei	Geopolitics	60%
0.90	1X - NEO Factory in Hayward with Consumer Shipments Planned for 2026	codex_research_pack 2026-04-30	247_045 1X Neo humanoid robot will be delivered this summer 2026 Peter Diamandis	Robotics	32%
0.90	1X - NEO's Starting to Learn On Its Own	codex_research_pack 2026-01-12	247_045 1X Neo humanoid robot will be delivered this summer 2026 Peter Diamandis	Robotics	32%
0.90	NASA - Charts More Reliable Course for America's Return to Lunar Surface	codex_research_pack 2026-03-01	242_057 Artemis 2 launches April 1, 2026 - circumlunar mission Peter Diamandis	Space	56%
0.90	NASA - Charts More Reliable Course for America's Return to Lunar Surface	codex_research_pack 2026-03-01	246_012 Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests). Peter Diamandis	Space	31%
0.90	NASA - Charts More Reliable Course for America's Return to Lunar Surface	codex_research_pack 2026-03-01	246_014 Elon's stated orbital refueling and Mars/Moon timelines will slip. Alex Wissner-Gross	Space	40%
0.90	NASA OIG - NASA's Management of the Human Landing System Contracts	codex_research_pack 2026-03-01	242_057 Artemis 2 launches April 1, 2026 - circumlunar mission Peter Diamandis	Space	56%
0.90	NASA OIG - NASA's Management of the Human Landing System Contracts	codex_research_pack 2026-03-01	246_012 Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests). Peter Diamandis	Space	31%
0.90	NASA OIG - NASA's Management of the Human Landing System Contracts	codex_research_pack 2026-03-01	246_014 Elon's stated orbital refueling and Mars/Moon timelines will slip. Alex Wissner-Gross	Space	40%
0.90	NASA - Artemis II Launch Day Updates	codex_research_pack 2026-04-01	242_057 Artemis 2 launches April 1, 2026 - circumlunar mission Peter Diamandis	Space	56%
0.90	NASA - Artemis II Launch Day Updates	codex_research_pack 2026-04-01	246_012 Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests). Peter Diamandis	Space	31%
0.90	NASA - Artemis II Launch Day Updates	codex_research_pack 2026-04-01	246_014 Elon's stated orbital refueling and Mars/Moon timelines will slip. Alex Wissner-Gross	Space	40%
0.90	NASA - Europa Clipper Mission Timeline	codex_research_pack 2026-04-30	246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 2034. Peter Diamandis	Space	36%
0.90	NASA - Europa Clipper Mission Timeline	codex_research_pack 2026-04-30	246_017 Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. Peter Diamandis	Space	38%
0.90	NASA - Dragonfly development and launch schedule	codex_research_pack 2025-09-08	246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 2034. Peter Diamandis	Space	36%
0.90	NASA - Dragonfly development and launch schedule	codex_research_pack 2025-09-08	246_017 Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. Peter Diamandis	Space	38%
0.90	Colossal - Woolly Mouse Mammoth gene editing validates de-extinction pipeline	codex_research_pack 2025-03-04	245_008 More direwolves will be produced after initial Romulus and Remus Ben Lamm	Biotech/Longevity	45%
0.90	Colossal - Dire Wolf project	codex_research_pack 2025-04-07	245_008 More direwolves will be produced after initial Romulus and Remus Ben Lamm	Biotech/Longevity	45%
0.90	Axios - Colossal Biosciences reveals bluebuck de-extinction target	codex_research_pack 2026-04-30	245_008 More direwolves will be produced after initial Romulus and Remus Ben Lamm	Biotech/Longevity	45%
0.75	METR - Measuring AI Ability to Complete Long Tasks	codex_research_pack 2025-03-19	CMQ_001 By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks. Sam Altman	AI	45%
0.75	METR - Measuring AI Ability to Complete Long Tasks	codex_research_pack 2025-03-19	CMQ_005 AI will handle the entire software development process end-to-end within 6-12 months (by late 2026) — humans relegated to reviewer/editor role. Dario Amodei	AI	56%
0.75	OECD - Exploring Possible AI Trajectories Through 2030	codex_research_pack 2026-04-26	CMQ_001 By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks. Sam Altman	AI	45%
0.75	OECD - Exploring Possible AI Trajectories Through 2030	codex_research_pack 2026-04-26	CMQ_005 AI will handle the entire software development process end-to-end within 6-12 months (by late 2026) — humans relegated to reviewer/editor role. Dario Amodei	AI	56%
0.75	OpenAI - Announcing The Stargate Project	codex_research_pack 2025-01-21	231_030 US AI industry needs 80 gigawatts of power in the next 3-5 years (Eric Schmidt cited). Eric Schmidt	Energy	49%
0.75	OpenAI - Announcing The Stargate Project	codex_research_pack 2025-01-21	246_037 50% of US data centers delayed, only 33% being built (due to chip/electrical equipment shortage and regulation). Peter Diamandis	AI	53%
0.75	OpenAI - Announcing The Stargate Project	codex_research_pack 2025-01-21	INF_032 Residential electricity costs are a structural byproduct of DC buildout: Washington state household electricity costs rose 10.3% from 2024 to 2025 directly tied to infrastructure strain, with utility-proposed rate increases projecting residential price... Seattle Met / Washington State regulators	Macro/Economy	54%
0.75	OpenAI - Stargate advances with 4.5 GW partnership with Oracle	codex_research_pack 2025-07-22	231_030 US AI industry needs 80 gigawatts of power in the next 3-5 years (Eric Schmidt cited). Eric Schmidt	Energy	49%
0.75	OpenAI - Stargate advances with 4.5 GW partnership with Oracle	codex_research_pack 2025-07-22	246_037 50% of US data centers delayed, only 33% being built (due to chip/electrical equipment shortage and regulation). Peter Diamandis	AI	53%
0.75	OpenAI - Stargate advances with 4.5 GW partnership with Oracle	codex_research_pack 2025-07-22	INF_032 Residential electricity costs are a structural byproduct of DC buildout: Washington state household electricity costs rose 10.3% from 2024 to 2025 directly tied to infrastructure strain, with utility-proposed rate increases projecting residential price... Seattle Met / Washington State regulators	Macro/Economy	54%
0.75	SoftBank - OpenAI, Oracle, and SoftBank expand Stargate with five new AI data center sites	codex_research_pack 2025-09-24	231_030 US AI industry needs 80 gigawatts of power in the next 3-5 years (Eric Schmidt cited). Eric Schmidt	Energy	49%
0.75	SoftBank - OpenAI, Oracle, and SoftBank expand Stargate with five new AI data center sites	codex_research_pack 2025-09-24	246_037 50% of US data centers delayed, only 33% being built (due to chip/electrical equipment shortage and regulation). Peter Diamandis	AI	53%
0.75	SoftBank - OpenAI, Oracle, and SoftBank expand Stargate with five new AI data center sites	codex_research_pack 2025-09-24	INF_032 Residential electricity costs are a structural byproduct of DC buildout: Washington state household electricity costs rose 10.3% from 2024 to 2025 directly tied to infrastructure strain, with utility-proposed rate increases projecting residential price... Seattle Met / Washington State regulators	Macro/Economy	54%
0.75	NVIDIA - Rubin Platform, Open Models, Autonomous Driving at CES	codex_research_pack 2026-01-06	235_025 Nvidia's margins unsustainable; cracks in armor but all chips made will sell. Dave Blundin	Markets/Stocks	45%
0.75	NVIDIA - Rubin Platform, Open Models, Autonomous Driving at CES	codex_research_pack 2026-01-06	CMQ_022 AGI will arrive within a decade (by 2030) — driven primarily by massive raw compute deployment and neural-network scaling. Elon Musk	AI	34%
0.75	NVIDIA - Vera Rubin Opens Agentic AI Frontier	codex_research_pack 2026-03-16	235_025 Nvidia's margins unsustainable; cracks in armor but all chips made will sell. Dave Blundin	Markets/Stocks	45%
0.75	NVIDIA - Vera Rubin Opens Agentic AI Frontier	codex_research_pack 2026-03-16	CMQ_022 AGI will arrive within a decade (by 2030) — driven primarily by massive raw compute deployment and neural-network scaling. Elon Musk	AI	34%
0.75	NVIDIA - Launches Space Computing, Rocketing AI Into Orbit	codex_research_pack 2026-03-16	248_019 US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm. Alex Wissner-Gross	Space	12%
0.75	NVIDIA - Launches Space Computing, Rocketing AI Into Orbit	codex_research_pack 2026-03-16	INF_018 SpaceX will pursue orbital data-center megaconstellations — leveraging 24/7 solar, near-absolute-zero vacuum for passive cooling, and eliminating freshwater consumption constraints of terrestrial facilities. Elon Musk	Space	28%
0.75	European Commission - AI Act	codex_research_pack 2026-04-28	235_046 Window of global AI regulation is a few months before capabilities proliferate widely. Dave Blundin	Geopolitics	42%
0.75	European Commission - Guidelines for providers of general-purpose AI models	codex_research_pack 2026-04-28	235_046 Window of global AI regulation is a few months before capabilities proliferate widely. Dave Blundin	Geopolitics	42%
0.75	Figure - Ramping Figure 03 Production	codex_research_pack 2026-04-29	229_014 Figure will be able to make millions of robots via BotQ and future BotQ expansion. Brett Adcock	Robotics	35%
0.75	Figure - Ramping Figure 03 Production	codex_research_pack 2026-04-29	229_015 The current Figure facility will top out around 50,000 units per year at full capacity. Brett Adcock	Robotics	43%