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 23 of 74, 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 | arxiv 2026-06-09 | CMQ_058 Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency. Alex Finn | AI/Compute | 59% | ||
| 0.73 | Will Anthropic's valuation hit (HIGH) $1.75T by December 31?(market prob: 59%) | polymarket 2026-05-19 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | |
| 0.73 | Will SpaceX's valuation hit (HIGH) $1.75T by June 30?(market prob: 100%) | 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 | arxiv 2026-06-10 | 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 | Will Bitcoin reach $68,000 on June 15?(market prob: 3%) | polymarket 2026-06-15 | 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 2026-06-15 | 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 2026-06-15 | 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 | Will Anthropic release a non-Fable model before Fable is rereleased?(market prob: 48%) | manifold 2026-06-17 | 246_050 Anthropic will release compressed/distilled version of Mythos quickly after initial release. Dave Blundin | AI | 50% | |
| 0.73 | arxiv 2026-06-15 | 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 | manifold 2026-06-18 | 231_033 Data centers in space will take 5-7 years at best, not 2-3. Peter Diamandis | Space | 49% | ||
| 0.73 | arxiv 2026-06-17 | 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 2026-06-16 | 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 2026-06-17 | 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% | ||
| 0.73 | arxiv 2026-06-22 | 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 | manifold 2026-06-25 | 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 a new FrontierMath Open Problem be solved by AI before August 2026?(market prob: 32%) | manifold 2026-06-20 | 231_047 Solving physics with AI has very high likelihood in next 2 years. Alex Wissner-Gross | AI | 43% | |
| 0.73 | arxiv 2026-06-23 | CYB_025 The legal profession must transition from viewing AI as a 'prompter' to an active 'partner' — when an autonomous AI consultant hallucinates legal precedent or medical diagnosis, traditional corporate malpractice frameworks fail; courts must rapidly est... Ralph Losey | Other | 77% | ||
| 0.73 | arxiv 2026-06-23 | 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 SpaceX's valuation hit (LOW) $1.5T by June 30?(market prob: 7%) | polymarket 2026-06-09 | 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) $1.5T by June 30?(market prob: 7%) | polymarket 2026-06-09 | 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 | arxiv 2026-06-24 | 232_060 We'll see exponential growth of AI multis (agents) autonomously self-replicating, using crypto. Alex Wissner-Gross | AI | 20% | ||
| 0.73 | manifold 2026-06-28 | 235_035 Apple finally launching AI with Gemini integration at WWDC in June 2026. Alex Wissner-Gross | AI | 22% | ||
| 0.73 | manifold 2026-06-27 | 235_005 AI capability will grow 100x this year in raw parameter count as lower bound. Dave Blundin | AI | 49% | ||
| 0.73 | manifold 2026-04-30 | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial Peter Diamandis | AI | 71% | ||
| 0.73 | Will Marco Rubio win the 2028 US Presidential Election?(market prob: 15%) | polymarket 2025-07-08 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | |
| 0.73 | arxiv 2026-05-04 | TK09 Energy Grid Cap (Data Center Power Wall) | — | 35% | ||
| 0.73 | Will Pete Hegseth 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 | manifold 2026-05-11 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | ||
| 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 | arxiv 2026-05-13 | 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 | manifold 2026-05-29 | SEM_030 S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap). Mike Wilson | Capital Markets | 43% | ||
| 0.73 | Is ai going to be self repairing?(market prob: 10%) | manifold 2026-05-25 | SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross | AI/Software | 56% | |
| 0.73 | arxiv 2026-05-28 | 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 2026-05-28 | 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% | ||
| 0.73 | 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% | ||
| 0.73 | arxiv 2026-05-28 | 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% | ||
| 0.73 | Will Anthropic have the best AI model at the end of June 2026?(market prob: 100%) | polymarket 2025-10-10 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | |
| 0.73 | 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% | ||
| 0.73 | SpaceX IPO closing market cap above $2.8T?(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% | |
| 0.73 | arxiv 2026-06-04 | SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross | AI/Software | 56% | ||
| 0.73 | manifold 2026-06-07 | 247_007 Anthropic ARR will reach $1 trillion by end of 2027 Peter Diamandis | AI | 50% | ||
| 0.73 | Will SpaceX (SPCX) close above its IPO price on July 31st?(market prob: 67%) | manifold 2026-06-08 | 246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis | Markets/Stocks | 79% | |
| 0.73 | Will anthropic be up a week from now?(market prob: 43%) | manifold 2026-06-09 | 247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis | AI | 50% | |
| 0.73 | arxiv 2026-06-10 | AI_035 In a world where superintelligent AI can perform all economically valuable, scientific, and creative tasks, humanity faces profound existential questions regarding its 'meaning of life' — potentially leaving humans without a primary teleological purpos... Nick Bostrom | Other | 37% | ||
| 0.73 | arxiv 2026-06-10 | CYB_027 Bostrom's orthogonality thesis — an AI system can possess supreme unfathomable intelligence while simultaneously harboring final goals completely indifferent or actively hostile to human survival; intelligence and human morality are completely independ... Nick Bostrom | AI | 50% | ||
| 0.73 | SpaceX IPO closing market cap above $3.6T?(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% | |
| 0.73 | Elon Musk trillionaire before 2027?(market prob: 100%) | polymarket 2025-12-05 | 242_003 Musk ecosystem could become first $100 trillion company Peter Diamandis | Markets/Stocks | 40% | |
| 0.73 | manifold 2026-06-12 | 236_010 5% wealth tax would result in zero billionaires by next day Andrew Yang | Macro/Economy | 50% | ||
| 0.73 | Will Bitcoin reach $67,000 on June 16?(market prob: 3%) | polymarket 2026-06-16 | 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 | SpaceX closes above $250 at end of month?(market prob: 5%) | manifold 2026-06-16 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% |