Validations Queue
106,328 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 5 of 7, 100 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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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 | |
|---|---|---|---|---|---|---|
| 0.76 | polymarket 2026-01-23 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.76 | polymarket 2026-06-09 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | ||
| 0.76 | polymarket 2026-06-09 | 242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets | Markets/Stocks | 45% | ||
| 0.76 | manifold 2026-07-04 | 238_005 By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free Alex Wissner-Gross | AI | 39% | ||
| 0.76 | arxiv 2026-05-07 | SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin | AI/Architecture | 65% | ||
| 0.76 | Will SpaceX IPO by May 31, 2026?(market prob: 0%) | polymarket 2026-03-25 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 31% | |
| 0.76 | Is ai going to be self repairing?(market prob: 10%) | manifold 2026-05-25 | 239_002 AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest Elon Musk | AI | 44% | |
| 0.76 | 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% | ||
| 0.76 | Will AI continue to improve?(market prob: 84%) | manifold 2026-06-01 | 233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt | AI | 30% | |
| 0.76 | SpaceX IPO closing market cap above $1.6T?(market prob: 100%) | polymarket 2025-12-11 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | Will OpenAI and Anthropic’s S1s be a “massacre” for AI model companies?(market prob: 18%) | manifold 2026-06-03 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | |
| 0.76 | manifold 2026-06-05 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | ||
| 0.76 | Will OpenAI IPO by June 30 2026?(market prob: 0%) | polymarket 2025-10-29 | 235_017 OpenAI will likely go public at north of $1 trillion valuation. Peter Diamandis | Markets/Stocks | 48% | |
| 0.76 | arxiv 2026-06-07 | 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% | ||
| 0.76 | polymarket 2026-03-25 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.76 | polymarket 2026-03-25 | 242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets | Markets/Stocks | 45% | ||
| 0.76 | Will Anthropic's valuation hit (HIGH) $1.75T by December 31?(market prob: 59%) | polymarket 2026-05-19 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | |
| 0.76 | polymarket 2026-01-23 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.76 | arxiv 2026-06-17 | 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% | ||
| 0.76 | 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% | ||
| 0.76 | arxiv 2026-06-24 | 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% | ||
| 0.76 | arxiv 2026-06-24 | 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% | ||
| 0.76 | arxiv 2026-07-02 | 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% | ||
| 0.76 | manifold 2026-05-15 | COD_ROB_001 Figure sustains a one-robot-per-hour Figure 03 production run-rate for at least 30 consecutive days by Q4 2026 Codex Research Pack | Robotics | 24% | ||
| 0.76 | SpaceX IPO closing market cap above $3T?(market prob: 0%) | polymarket 2026-02-03 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | SpaceX IPO closing market cap above $2.4T?(market prob: 0%) | polymarket 2026-02-03 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | manifold 2026-06-01 | 238_005 By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free Alex Wissner-Gross | AI | 39% | ||
| 0.76 | SpaceX IPO closing market cap above $2T?(market prob: 100%) | polymarket 2025-12-11 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.76 | manifold 2026-06-03 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.76 | Will SpaceX IPO by August 31, 2026?(market prob: 99%) | polymarket 2026-04-13 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 31% | |
| 0.76 | Will SpaceX IPO by June 30, 2026?(market prob: 100%) | polymarket 2026-01-23 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 31% | |
| 0.76 | SpaceX IPO closing market cap above $2.8T?(market prob: 0%) | polymarket 2026-05-20 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | SpaceX IPO closing market cap above $2.6T?(market prob: 0%) | polymarket 2026-05-20 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | polymarket 2026-03-25 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.76 | manifold 2026-06-09 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | ||
| 0.76 | polymarket 2026-03-25 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.76 | polymarket 2026-01-23 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.76 | polymarket 2026-03-25 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.76 | arxiv 2026-06-10 | INF_072 There is approximately a 50/50 chance that simply scaling existing methodologies (transformer architecture + more data + more compute) will be enough to reach AGI — though "nowhere near" human-level AGI currently. Demis Hassabis | AI | 40% | ||
| 0.76 | arxiv 2026-06-11 | 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% | ||
| 0.76 | Does China have an ASML EUV machine? (as of June 19, 2026)(market prob: 16%) | manifold 2026-06-19 | 240_029 ASML will produce only 700-1000 EUV machines per year, bottlenecking fab buildout Dave Blundin | AI | 39% | |
| 0.76 | arxiv 2026-06-23 | CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn | Consumer | 44% | ||
| 0.76 | manifold 2026-05-14 | CMQ_020 Nearly $2.5 trillion of AI-related infrastructure investment will flow through the global economy by 2028; >80% of that spending is still ahead of the market as of early 2026. Morgan Stanley | Macro/Economy | 61% | ||
| 0.76 | Will SpaceX IPO by June 15, 2026?(market prob: 100%) | polymarket 2026-03-25 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 31% | |
| 0.76 | Will SpaceX market cap be higher 1 year after IPO?(market prob: 67%) | manifold 2026-05-16 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | Will OpenAI's valuation hit (LOW) $750B by December 31?(market prob: 54%) | polymarket 2026-05-19 | 235_042 OpenAI IPO shares could deliver a 50% pop in 6 months after IPO. Peter Diamandis | Markets/Stocks | 39% | |
| 0.76 | Will AI continue to improve?(market prob: 84%) | manifold 2026-06-01 | 234_019 Expect big AI capability improvements via recursive self-improvement over next few weeks Alex Wissner-Gross | AI | 24% | |
| 0.76 | SpaceX IPO closing market cap above $2T?(market prob: 100%) | polymarket 2025-12-11 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | SpaceX IPO closing market cap above $1.8T?(market prob: 100%) | polymarket 2025-12-11 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | SpaceX IPO closing market cap above $2.2T?(market prob: 0%) | polymarket 2026-02-03 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | manifold 2026-06-03 | 235_001 Anthropic will be first company to hit $1 trillion in revenue by 2029-2030. Dave Blundin | AI | 46% | ||
| 0.76 | SpaceX IPO closing market cap above $1T?(market prob: 100%) | polymarket 2025-12-10 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | SpaceX IPO closing market cap above $1.4T?(market prob: 100%) | polymarket 2025-12-10 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | SpaceX IPO closing market cap above $1.2T?(market prob: 100%) | polymarket 2025-12-10 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | SpaceX IPO closing market cap above $1.2T?(market prob: 100%) | polymarket 2025-12-10 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | polymarket 2025-12-06 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | ||
| 0.76 | Will SpaceX close worth more than $2 trillion on IPO day?(market prob: 66%) | manifold 2026-06-11 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | SpaceX IPO closing market cap above $3.6T?(market prob: 0%) | polymarket 2026-05-20 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | Will SpaceX's valuation hit (HIGH) $1.75T by June 30?(market prob: 100%) | polymarket 2026-05-19 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | polymarket 2026-03-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.76 | arxiv 2026-06-10 | AI_008 Once 2027 AGI arrives (AI researchers capable of autonomous research), the intelligence explosion begins — compressing roughly a decade of human-led algorithmic progress into a single year and culminating in Superintelligence by 2030. Leopold Aschenbrenner | AI | 29% | ||
| 0.76 | Will SpaceX's valuation hit (HIGH) $2.5T by June 30?(market prob: 99%) | polymarket 2026-05-19 | 246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis | Markets/Stocks | 79% | |
| 0.76 | Will SpaceX have the highest IPO Market Cap 2026?(market prob: 84%) | polymarket 2026-02-02 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | arxiv 2026-05-13 | CMQ_043 In complex Agentic AI workloads, CPU-side processing accounts for 50-90% of end-to-end latency — validating CPU-bottleneck shift empirically. Morgan Stanley / Georgia Tech / Intel | AI/Compute | 92% | ||
| 0.76 | manifold 2026-05-25 | 247_009 Anthropic's implied valuation could reach $2 trillion in 2026 Dave Blundin | AI | 41% | ||
| 0.76 | Tesla and SpaceX merger officially announced by June 30?(market prob: 2%) | polymarket 2026-01-30 | 246_008 Elon Musk will merge SpaceX and XAI (with Tesla) within a year (Peter's view). Peter Diamandis | Markets/Stocks | 62% | |
| 0.76 | manifold 2026-06-01 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | ||
| 0.76 | manifold 2026-06-01 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.76 | Will SpaceX IPO by September 30, 2026?(market prob: 99%) | polymarket 2026-01-23 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 31% | |
| 0.76 | 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% | ||
| 0.76 | Will SpaceX's market cap be greater than $1T at market close on IPO day?(market prob: 100%) | polymarket 2025-12-06 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.76 | polymarket 2026-03-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.76 | manifold 2026-06-08 | 235_017 OpenAI will likely go public at north of $1 trillion valuation. Peter Diamandis | Markets/Stocks | 48% | ||
| 0.76 | polymarket 2026-03-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.76 | polymarket 2026-03-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.76 | polymarket 2026-01-23 | 242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets | Markets/Stocks | 45% | ||
| 0.76 | Will SpaceX's valuation hit (HIGH) $1.75T by June 30?(market prob: 100%) | polymarket 2026-05-19 | 246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis | Markets/Stocks | 79% | |
| 0.76 | polymarket 2026-06-09 | 242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets | Markets/Stocks | 45% | ||
| 0.76 | manifold 2026-06-23 | 232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz | Geopolitics | 44% | ||
| 0.76 | Will SpaceX's valuation hit (LOW) $1.5T by June 30?(market prob: 7%) | polymarket 2026-06-09 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | Will GPT-6 be released before the end of October 2026?(market prob: 35%) | manifold 2026-06-28 | 234_018 GPT-5.3 and 5.5 or higher variants could launch in next 10 weeks Alex Wissner-Gross | AI | 38% | |
| 0.76 | manifold 2026-06-30 | SEM_021 Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts using quantization breakthroughs. Dave Blundin | AI/China | 45% | ||
| 0.76 | SpaceX IPO closing market cap above $2T?(market prob: 100%) | polymarket 2025-12-11 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | SpaceX IPO closing market cap above $2.2T?(market prob: 0%) | polymarket 2026-02-03 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.76 | Will Anthropic's valuation hit (HIGH) $2.0T by December 31?(market prob: 41%) | polymarket 2026-05-19 | 246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis | Markets/Stocks | 55% | |
| 0.76 | arxiv 2026-06-04 | 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% | ||
| 0.76 | SpaceX IPO closing market cap above $1.4T?(market prob: 100%) | polymarket 2025-12-10 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | SpaceX IPO closing market cap above $3.2T?(market prob: 0%) | polymarket 2026-05-20 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.76 | polymarket 2026-03-25 | 242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets | Markets/Stocks | 45% | ||
| 0.76 | Will SpaceX's market cap be greater than $2.0T at market close on IPO day?(market prob: 100%) | polymarket 2026-01-23 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | SpaceX IPO: Will Elon Musk Ring the Bell?(market prob: 0%) | polymarket 2026-06-09 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.76 | polymarket 2026-03-25 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | ||
| 0.76 | manifold 2026-06-16 | COD_SPC_002 The next US crewed lunar surface landing occurs on Artemis IV in 2028 Codex Research Pack | Space | 22% | ||
| 0.76 | arxiv 2026-06-17 | AUT_003 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natural-language intent while remaining entirely abstracted from underlying programming architecture; minimalist arch... Andrej Karpathy | AI | 87% | ||
| 0.76 | Will SpaceX's valuation hit (LOW) $1.35T by June 30?(market prob: 7%) | polymarket 2026-05-19 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | arxiv 2026-06-22 | 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% | ||
| 0.76 | Will SpaceX's valuation hit (LOW) $1.4T by June 30?(market prob: 8%) | polymarket 2026-06-09 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.76 | arxiv 2026-06-25 | 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% | ||
| 0.76 | arxiv 2026-06-25 | 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% | ||
| 0.76 | arxiv 2026-06-24 | 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% |