Validations Queue
49,835 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 7 of 922, 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.
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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.
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| Sim | Doc | Source | Pred | Domain | Prior | |
|---|---|---|---|---|---|---|
| 0.75 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | manifold 2026-06-07 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.75 | Will Anthropic have the best AI model at the end of April 2026?(market prob: 99%) | polymarket 2026-03-20 | 235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross | AI | 42% | |
| 0.75 | Will Google DeepMind release Gemini 3.5 by July 31, 2026?(market prob: 73%) | manifold 2026-04-29 | 235_035 Apple finally launching AI with Gemini integration at WWDC in June 2026. Alex Wissner-Gross | AI | 35% | |
| 0.75 | Will semiconductors outperform the S&P 500 in 2026?(market prob: 89%) | manifold 2026-04-24 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | |
| 0.75 | Will Google announce Gemini 3.2 or Gemini 3.5 at I/O 2026?(market prob: 87%) | manifold 2026-05-12 | 238_040 Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS Alex Wissner-Gross | AI | 34% | |
| 0.75 | SpaceX IPO closing market cap above $2.4T?(market prob: 32%) | polymarket 2026-02-03 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.75 | manifold 2026-05-25 | 235_001 Anthropic will be first company to hit $1 trillion in revenue by 2029-2030. Dave Blundin | AI | 46% | ||
| 0.75 | Will China fly people to the moon before Chinese New Year 2028?(market prob: 36%) | manifold 2026-06-05 | 246_020 China will land on moon by 2030 (credible competitive mission). Alex Wissner-Gross | Geopolitics | 32% | |
| 0.75 | manifold 2026-06-07 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | ||
| 0.75 | Will Anthropic have the best AI model at the end of May 2026?(market prob: 100%) | polymarket 2026-04-13 | 235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross | AI | 42% | |
| 0.75 | manifold 2026-05-01 | 238_040 Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS Alex Wissner-Gross | AI | 34% | ||
| 0.75 | Will Anthropic announce a consumer hardware product in 2026?(market prob: 13%) | manifold 2026-05-08 | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin | AI | 75% | |
| 0.75 | arxiv 2026-05-07 | CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross | Quantum/AI | 15% | ||
| 0.75 | Will Bitcoin reach $500,000 by December 31, 2026?(market prob: 1%) | polymarket 2026-02-18 | CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor | Crypto | 20% | |
| 0.75 | SpaceX IPO closing market cap above $2.6T?(market prob: 14%) | polymarket 2026-05-20 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.75 | arxiv 2026-06-04 | 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 | arxiv 2026-06-03 | 238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross | AI | 42% | ||
| 0.75 | Will Bitcoin reach $90,000 by December 31, 2026?(market prob: 28%) | polymarket 2026-02-06 | CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor | Crypto | 20% | |
| 0.75 | arxiv 2026-05-04 | ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba | Robotics | 62% | ||
| 0.75 | Billionaire one-time wealth tax passes in California election 2026?(market prob: 37%) | polymarket 2025-10-24 | 236_010 5% wealth tax would result in zero billionaires by next day Andrew Yang | Macro/Economy | 50% | |
| 0.75 | Will I lose my current job by the end of 2026?(market prob: 23%) | manifold 2026-05-11 | 236_003 Jobs will get whisked away in many firms in 2026 Andrew Yang | Labor/Jobs | 49% | |
| 0.75 | Will Elon Musk become a trillionaire before July 2026?(market prob: 40%) | manifold 2026-05-18 | 242_003 Musk ecosystem could become first $100 trillion company Peter Diamandis | Markets/Stocks | 49% | |
| 0.75 | SpaceX IPO closing market cap above $2.8T?(market prob: 11%) | polymarket 2026-05-20 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.75 | manifold 2026-06-05 | SEM_006 OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition and facility construction. Sam Altman | AI/Finance | 64% | ||
| 0.75 | manifold 2026-06-05 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | ||
| 0.75 | Will Anthropic have the best AI model at the end of April 2026?(market prob: 99%) | polymarket 2026-03-20 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | |
| 0.75 | manifold 2026-04-27 | 235_042 OpenAI IPO shares could deliver a 50% pop in 6 months after IPO. Peter Diamandis | Markets/Stocks | 45% | ||
| 0.75 | arxiv 2026-05-05 | CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross | Quantum/AI | 15% | ||
| 0.75 | arxiv 2026-05-04 | INF_049 Modern AI data centers are no longer server farms but "gigawatt factories"; energy — not silicon supply — has become the absolute primary bottleneck for AI scalability, and these concentrated power needs cannot be reliably connected to existing public ... Jensen Huang | Energy | 50% | ||
| 0.75 | Will OpenAI's valuation hit (LOW) $750B by December 31?(market prob: 54%) | polymarket 2026-05-19 | 246_006 OpenAI will IPO by end of 2026, Anthropic early-to-mid 2027 (may try end of 2026). Peter Diamandis | Markets/Stocks | 45% | |
| 0.75 | Bitcoin above 90k before 2027?(market prob: 29%) | manifold 2026-05-30 | CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor | Crypto | 20% | |
| 0.75 | arxiv 2026-05-28 | 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 | arxiv 2026-06-01 | 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 | arxiv 2026-06-01 | IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba | AI | 79% | ||
| 0.75 | arxiv 2026-06-05 | 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% | ||
| 0.74 | Will Anthropic have the best Math AI model at the end of April 2026?(market prob: 93%) | polymarket 2026-04-01 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | |
| 0.74 | manifold 2026-05-03 | CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor | Crypto | 20% | ||
| 0.74 | arxiv 2026-05-04 | AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price | Education | 49% | ||
| 0.74 | arxiv 2026-05-07 | ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba | Robotics | 62% | ||
| 0.74 | Will Bitcoin reach $250,000 by December 31, 2026?(market prob: 2%) | polymarket 2025-12-29 | CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor | Crypto | 20% |