Validations Queue
63,896 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 18 of 43, 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 2026-06-08 | 246_050 Anthropic will release compressed/distilled version of Mythos quickly after initial release. Dave Blundin | AI | 50% | ||
| 0.73 | arxiv 2026-06-08 | 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 | arxiv 2026-06-08 | 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 | manifold 2026-06-09 | 229_008 By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated). Brett Adcock | Biotech/Longevity | 44% | ||
| 0.73 | github_release 2026-06-10 | 235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross | AI | 35% | ||
| 0.73 | Will Bitcoin reach $64,000 on June 11?(market prob: 41%) | polymarket 2026-06-11 | 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 SpaceX's valuation hit (HIGH) $2.0T 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 | polymarket 2026-06-09 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.73 | arxiv 2026-06-11 | 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 2026-06-10 | 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 Anthropic have the best AI model at the end of May 2026?(market prob: 100%) | polymarket 2026-04-13 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | |
| 0.73 | arxiv 2026-05-05 | 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 | 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% | ||
| 0.73 | 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% | ||
| 0.73 | Will SpaceX market cap be higher 1 year after IPO?(market prob: 67%) | manifold 2026-05-16 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.73 | Is ai going to be self repairing?(market prob: 10%) | manifold 2026-05-25 | 234_019 Expect big AI capability improvements via recursive self-improvement over next few weeks Alex Wissner-Gross | AI | 39% | |
| 0.73 | arxiv 2026-05-28 | 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 | 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 | manifold 2026-06-02 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 45% | ||
| 0.73 | Will Bitcoin reach $64,000 on June 5?(market prob: 7%) | polymarket 2026-06-05 | 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 | 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 | 61% | ||
| 0.73 | 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% | ||
| 0.73 | arxiv 2026-06-05 | IND_027 Ongoing 'reasoning boom' where scientific software development operates on a '20-80 human split' — AI handles 80% of cognitive labor, humans handle 20%, driving recursive self-improvement timelines toward the Singularity; fundamental inversion from hum... Eric Schmidt | Labor/Jobs | 42% | ||
| 0.73 | arxiv 2026-06-08 | 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% | ||
| 0.72 | Will Anthropic have the best AI model at the end of April 2026?(market prob: 99%) | polymarket 2026-03-20 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | |
| 0.72 | arxiv 2026-05-04 | SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross | AI/Software | 56% | ||
| 0.72 | arxiv 2026-05-05 | 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% | ||
| 0.72 | Gemini 3.2 released by May 22, 2026?(market prob: 96%) | polymarket 2026-04-30 | 238_040 Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS Alex Wissner-Gross | AI | 34% | |
| 0.72 | 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% | ||
| 0.72 | manifold 2026-05-14 | 234_021 OpenAI will launch consumer AI devices in 2027 Peter Diamandis | AI | 50% | ||
| 0.72 | Gemini 3.2 released by May 31, 2026?(market prob: 98%) | polymarket 2026-04-27 | 238_040 Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS Alex Wissner-Gross | AI | 34% | |
| 0.72 | arxiv 2026-05-14 | 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% | ||
| 0.72 | Will Elon Musk become a trillionaire before July 2026?(market prob: 40%) | manifold 2026-05-18 | SEM_009 The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+). Mark Cuban | Economy | 30% | |
| 0.72 | Will ASI be achieved less than a year after continual learning?(market prob: 31%) | manifold 2026-05-28 | CMQ_011 AGI is plausible within 10 years, BUT alignment and safety must be solved BEFORE reaching AGI — not concurrently, and not after. Demis Hassabis | AI | 39% | |
| 0.72 | manifold 2026-05-28 | 234_021 OpenAI will launch consumer AI devices in 2027 Peter Diamandis | AI | 50% | ||
| 0.72 | SpaceX & Tesla Merger before 2028(market prob: 31%) | manifold 2026-05-28 | 240_027 SpaceX and xAI will merge and go public in the next couple of months Peter Diamandis | Markets/Stocks | 74% | |
| 0.72 | arxiv 2026-05-28 | 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% | ||
| 0.72 | Will some Millennium Prize Problem be solved before 2028?(market prob: 49%) | manifold 2026-06-01 | 234_006 Over the next 10 years, substantially all important science and engineering problems will get solved Alex Wissner-Gross | AI | 43% | |
| 0.72 | arxiv 2026-05-31 | 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% | ||
| 0.72 | manifold 2026-06-05 | 232_023 AI technology adoption will be much faster than the internet because infrastructure already exists. Ben Horowitz | AI | 46% | ||
| 0.72 | Will Elon Musk become a trillionaire by June 22, 2026?(market prob: 90%) | manifold 2026-06-09 | 248_009 Elon Musk's economy will grow 10x in about 10 years. Elon Musk | Macro/Economy | 37% | |
| 0.72 | manifold 2026-06-08 | 247_009 Anthropic's implied valuation could reach $2 trillion in 2026 Dave Blundin | AI | 46% | ||
| 0.72 | arxiv 2026-06-09 | 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% | ||
| 0.72 | arxiv 2026-06-09 | 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% | ||
| 0.72 | manifold 2026-06-11 | INF_020 In-orbit data-center market will reach approximately $1.77 billion by 2029 and grow to approximately $39.1 billion by 2035 — a 67.4% CAGR driven by Starship economics, radiation-hardened TPU hardware, and mega-constellation filings. BIS Research | Space | 26% | ||
| 0.72 | Will the US confirm that aliens exist by May 31?(market prob: 0%) | polymarket 2026-04-20 | 240_045 White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer) Alex Wissner-Gross | Geopolitics | 39% | |
| 0.72 | Artemis III launches before 2029?(market prob: 85%) | manifold 2026-04-28 | SPC_009 Formal 5-to-7-year delay announced February 2026 for SpaceX's foundational Mars missions — framed as 'sequencing decision' not abandonment. Executing NASA Artemis lunar contracts generates near-term revenue to finance Starship R&D. Shotwell's prior Mar... Gwynne Shotwell | Space | 39% | |
| 0.72 | Will Zohran Mamdani 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% | |
| 0.72 | Will Ron DeSantis win the 2028 US Presidential Election?(market prob: 2%) | polymarket 2025-07-08 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | |
| 0.72 | manifold 2026-04-30 | 239_002 AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest Elon Musk | AI | 44% |