Validations Queue

50,713 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 4 of 4, 19 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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50,713

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319

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URL params control source + min-similarity threshold

Source

All (50713)arxiv (18539)codex_research_pack (134)edgar_8k (2201)fda (2670)gdelt (1218)github_release (2532)manifold (6345)polymarket (17074)

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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
0.75	1X - NEO's Starting to Learn On Its Own	codex_research_pack 2026-01-12	SEM_041 At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances). Brett Adcock	Robotics	42%
0.75	NASA - Charts More Reliable Course for America's Return to Lunar Surface	codex_research_pack 2026-03-01	246_013 Artemis 4 crewed moon landing mission to south pole in early 2028. Peter Diamandis	Space	42%
0.75	NASA OIG - NASA's Management of the Human Landing System Contracts	codex_research_pack 2026-03-01	246_013 Artemis 4 crewed moon landing mission to south pole in early 2028. Peter Diamandis	Space	42%
0.75	NASA - Artemis II Launch Day Updates	codex_research_pack 2026-04-01	246_013 Artemis 4 crewed moon landing mission to south pole in early 2028. Peter Diamandis	Space	42%
0.75	Isomorphic Labs - $600M funding to advance therapeutic programs into the clinic	codex_research_pack 2025-03-31	247_041 AI-powered drugs have 85% phase 1 success vs 52% traditional Peter Diamandis	Biotech/Longevity	55%
0.75	Colossal - Woolly Mouse Mammoth gene editing validates de-extinction pipeline	codex_research_pack 2025-03-04	245_007 Colossal will bring back the woolly mammoth Ben Lamm	Biotech/Longevity	45%
0.75	Colossal - Dire Wolf project	codex_research_pack 2025-04-07	245_007 Colossal will bring back the woolly mammoth Ben Lamm	Biotech/Longevity	45%
0.75	Axios - Colossal Biosciences reveals bluebuck de-extinction target	codex_research_pack 2026-04-30	245_007 Colossal will bring back the woolly mammoth Ben Lamm	Biotech/Longevity	45%
0.75	Will Anthropic have the best AI model at the end of May 2026?(market prob: 100%)	polymarket 2026-04-13	247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin	AI	40%
0.75	AI-Generated Smells: An Analysis of Code and Architecture in LLM and Agent-Driven Development	arxiv 2026-05-04	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.75	Data Language Models: A New Foundation Model Class for Tabular Data	arxiv 2026-05-07	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.75	Pathways to AGI	arxiv 2026-05-07	IND_006 Trajectory of AI development — and by extension future of American economic labor — will be decided by political outcomes rather than purely technical hurdles. Overly restrictive regulatory regimes threaten to stall frontier science and cede global AI ... Ben Horowitz	Geopolitics	56%
0.75	Will OpenAI's valuation hit (LOW) $750B by December 31?(market prob: 54%)	polymarket 2026-05-19	246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis	Markets/Stocks	55%
0.75	Will we learn that Anthropic lied to investors about operating profitable in Q2 2026 before 2028?(market prob: 14%)	manifold 2026-05-25	CMQ_007 Anthropic corporate revenue will reach trillions of dollars before 2030. Dario Amodei	AI	41%
0.75	Will AI continue to improve?(market prob: 84%)	manifold 2026-06-01	230_040 AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly. Peter Diamandis	AI	50%
0.75	AGENTCL: Toward Rigorous Evaluation of Continual Learning in Language Agents	arxiv 2026-06-01	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.75	AdaMEM: Test-Time Adaptive Memory for Language Agents	arxiv 2026-06-04	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.75	Will Elon Musk be worth more than $1 Trillion, on June 12th, the IPO date of Spacex?(market prob: 71%)	manifold 2026-06-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.75	Combined IPO market cap of Anthropic + OpenAI + SpaceX	manifold 2026-06-08	240_055 Anthropic heading to IPO, pursuing $50B from Amazon Dave Blundin	Markets/Stocks	47%