Validations Queue
111,300 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 22 of 2062, 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 | |
|---|---|---|---|---|---|---|
| 0.73 | manifold 2026-06-18 | S_COMPUTE_1GW_2027 Compute: 1GW operational by Jun 2027 | compute_scale | 60% | ||
| 0.73 | arxiv 2026-06-18 | CMQ_050 Physical embodied AI represents the 'Fourth Wave' of AI development — projected to scale rapidly and commercially between 2025-2030. Industry analysts (synthesis) | Robotics | 41% | ||
| 0.73 | Will SpaceX's valuation hit (LOW) $1.35T by June 30?(market prob: 7%) | polymarket 2026-05-19 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.73 | Will SpaceX's valuation hit (LOW) $1.4T by June 30?(market prob: 8%) | polymarket 2026-06-09 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.73 | arxiv 2026-06-24 | 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% | ||
| 0.73 | Will Bitcoin reach $62,000 on June 27?(market prob: 2%) | polymarket 2026-06-27 | 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% | |
| 0.73 | manifold 2026-06-29 | 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% | ||
| 0.73 | arxiv 2026-06-29 | CMQ_031 AI has crossed a historic tipping point — traditional Moore's Law is obsolete; AI now follows a highly accelerated, domain-specific experience curve. Alex Wissner-Gross | AI/Compute | 42% | ||
| 0.73 | Will Anthropic's valuation hit (HIGH) $4.0T by December 31?(market prob: 5%) | polymarket 2026-05-19 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | |
| 0.73 | Will Anthropic have the best AI model at the end of April 2026?(market prob: 99%) | polymarket 2026-03-20 | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin | AI | 75% | |
| 0.73 | Will Bitcoin hit $60k or $80k first?(market prob: 16%) | polymarket 2026-02-08 | 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% | |
| 0.73 | Will Anthropic flip BTC by December 31?(market prob: 28%) | polymarket 2026-04-28 | 247_009 Anthropic's implied valuation could reach $2 trillion in 2026 Dave Blundin | AI | 41% | |
| 0.73 | Will James Talarico win the 2028 US Presidential Election?(market prob: 1%) | polymarket 2025-07-08 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | |
| 0.73 | arxiv 2026-05-05 | CYB_023 Immutable cryptographic verification layers — specifically Bitcoin — must be integrated into AI architectures as decentralized ground-truth anchor: establishing undeniable digital provenance in an ecosystem inevitably flooded with AI-generated data, de... Michael Saylor | Crypto | 26% | ||
| 0.73 | Will Anthropic announce a consumer hardware product in 2026?(market prob: 13%) | manifold 2026-05-08 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | |
| 0.73 | 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% | ||
| 0.73 | arxiv 2026-05-12 | 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% | ||
| 0.73 | manifold 2026-05-15 | 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% | ||
| 0.73 | 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% | ||
| 0.73 | arxiv 2026-06-05 | 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% | ||
| 0.73 | Will Claude 5 be released by June 30, 2026?(market prob: 75%) | polymarket 2026-03-27 | 246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket | AI | 37% | |
| 0.73 | arxiv 2026-06-08 | AI_036 Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell... Leopold Aschenbrenner | AI | 49% | ||
| 0.73 | arxiv 2026-06-07 | 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% | ||
| 0.73 | arxiv 2026-06-09 | ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom | AI | 40% | ||
| 0.73 | arxiv 2026-06-10 | AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei | AI | 56% | ||
| 0.73 | Will Anthropic's valuation hit (HIGH) $1.75T by December 31?(market prob: 59%) | 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 | 37% | |
| 0.73 | Will SpaceX's valuation hit (HIGH) $2.5T by June 30?(market prob: 99%) | polymarket 2026-05-19 | SPC_002 A SpaceX public-market liquidity event will reach a $1.5 trillion to $2 trillion valuation target — with roughly one-third defensible solely on proven Starlink + launch cash flow, and remaining two-thirds resting on speculative programs (Starship V3, o... Morgan Stanley | Markets/Stocks | 45% | |
| 0.73 | Will SpaceX's valuation hit (HIGH) $3.0T by June 30?(market prob: 11%) | polymarket 2026-05-19 | SPC_002 A SpaceX public-market liquidity event will reach a $1.5 trillion to $2 trillion valuation target — with roughly one-third defensible solely on proven Starlink + launch cash flow, and remaining two-thirds resting on speculative programs (Starship V3, o... Morgan Stanley | Markets/Stocks | 45% | |
| 0.73 | manifold 2026-06-18 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | ||
| 0.73 | arxiv 2026-06-22 | AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei | AI | 56% | ||
| 0.73 | manifold 2026-06-24 | ROB_023 SpaceX expects approximately 140-145 Falcon 9 launches in 2026 — maintaining the infrastructural backbone required to deploy advanced AI systems into orbit; SpaceX aims to place AI directly on the Moon by 2026. Gwynne Shotwell | Space | 58% | ||
| 0.73 | arxiv 2026-06-24 | 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% | ||
| 0.73 | Will Anthropic not IPO by June 30, 2026?(market prob: 100%) | polymarket 2025-09-22 | 240_055 Anthropic heading to IPO, pursuing $50B from Amazon Dave Blundin | Markets/Stocks | 47% | |
| 0.73 | Will Anthropic file a therapeutic patent before July 2029?(market prob: 70%) | manifold 2026-06-30 | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin | AI | 75% | |
| 0.73 | arxiv 2026-06-29 | 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% | ||
| 0.73 | will an AI get a nobel prize before 2040?(market prob: 26%) | manifold 2026-07-04 | CMQ_002 By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. Sam Altman | AI | 12% | |
| 0.73 | manifold 2026-07-07 | INF_073 AI will become smarter than any single human by end of 2025 or 2026, and smarter than all of humanity combined by 2030 or 2031. Elon Musk | AI | 48% | ||
| 0.73 | arxiv 2026-07-05 | 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% | ||
| 0.73 | gdelt 2026-04-30 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | ||
| 0.73 | 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% | ||
| 0.73 | manifold 2026-05-11 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.73 | arxiv 2026-05-13 | IND_014 Generative AI has rendered static one-size-fits-all learning structurally obsolete — 'every textbook is obsolete' as AI tutors construct personalized lessons mapped perfectly to student mastery level; total disintermediation of the human academic teach... Joe Liemandt | Education | 48% | ||
| 0.73 | arxiv 2026-05-14 | 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% | ||
| 0.73 | arxiv 2026-06-01 | AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei | AI | 56% | ||
| 0.73 | arxiv 2026-06-01 | 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% | ||
| 0.73 | SpaceX IPO closing market cap above $1.8T?(market prob: 100%) | polymarket 2025-12-11 | SPC_007 SpaceX will NOT pursue a traditional IPO — instead, the aerospace company will go public via a reverse merger with Tesla, allowing Musk to consolidate control and power over his two seminal assets into a single capitalization table. Chamath Palihapitiya | Markets/Stocks | 20% | |
| 0.73 | SpaceX IPO closing market cap above $1.6T?(market prob: 100%) | polymarket 2025-12-11 | SPC_007 SpaceX will NOT pursue a traditional IPO — instead, the aerospace company will go public via a reverse merger with Tesla, allowing Musk to consolidate control and power over his two seminal assets into a single capitalization table. Chamath Palihapitiya | Markets/Stocks | 20% | |
| 0.73 | arxiv 2026-06-03 | 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% | ||
| 0.73 | arxiv 2026-06-05 | 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% | ||
| 0.73 | SpaceX IPO closing market cap above $3.8T?(market prob: 0%) | polymarket 2026-05-20 | SPC_007 SpaceX will NOT pursue a traditional IPO — instead, the aerospace company will go public via a reverse merger with Tesla, allowing Musk to consolidate control and power over his two seminal assets into a single capitalization table. Chamath Palihapitiya | Markets/Stocks | 20% |