Validations Queue
78,110 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 81 of 1452, 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 | |
|---|---|---|---|---|---|---|
| 0.69 | manifold 2026-04-27 | 246_027 AI models will be capable enough for terrorist groups to create novel pathogens (near future). Sam Altman | AI | 51% | ||
| 0.69 | manifold 2026-04-25 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | ||
| 0.69 | gdelt 2026-04-30 | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. Joseph Moore | Capital Markets | 68% | ||
| 0.69 | gdelt 2026-04-30 | 234_020 AI spending will grow from $2B/day to $3-5B/day by 2030 Peter Diamandis | AI | 50% | ||
| 0.69 | Will OpenAI have the best AI model at the end of May 2026?(market prob: 0%) | polymarket 2026-04-13 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | |
| 0.69 | Will Elon Musk post 340-359 tweets from April 28 to May 5, 2026?(market prob: 0%) | polymarket 2026-04-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | Will Elon Musk post 180-199 tweets from April 28 to May 5, 2026?(market prob: 5%) | polymarket 2026-04-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | manifold 2026-05-01 | 232_013 Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity. Jimmy Ba | AI | 47% | ||
| 0.69 | manifold 2026-05-01 | IND_016 By late 2026, SpaceX will launch a flotilla of approximately 5 uncrewed Starships to the Martian surface — success relies entirely on autonomous orbital refilling + AI-driven landing telemetry, proving precursor infrastructure for human colonization ca... Gwynne Shotwell | Space | 22% | ||
| 0.69 | Will Elon Musk post 400-419 tweets from May 1 to May 8, 2026?(market prob: 0%) | polymarket 2026-04-28 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | manifold 2026-05-02 | ROB_004 By approximately 2027-2028, collaborative AI programs will essentially 'solve physics' — unifying general relativity and quantum mechanics into a new mathematical framework; the core mission of DeepMind is to 'first solve AI, then use AI to solve every... Demis Hassabis | AI | 8% | ||
| 0.69 | Will Andrew Yang win the 2028 Democratic presidential nomination?(market prob: 1%) | polymarket 2025-07-03 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | |
| 0.69 | manifold 2026-05-04 | 234_018 GPT-5.3 and 5.5 or higher variants could launch in next 10 weeks Alex Wissner-Gross | AI | 38% | ||
| 0.69 | Will Elon Musk post 180-199 tweets from May 1 to May 8, 2026?(market prob: 11%) | polymarket 2026-04-28 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | github_release 2026-02-18 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.69 | Will Bitcoin dip to $77,000 on May 6?(market prob: 0%) | polymarket 2026-05-06 | 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% | |
| 0.69 | arxiv 2026-05-05 | 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% | ||
| 0.69 | arxiv 2026-05-05 | 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% | ||
| 0.69 | arxiv 2026-05-04 | 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% | ||
| 0.69 | arxiv 2026-05-04 | 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% | ||
| 0.69 | arxiv 2026-05-05 | S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030 | humanoid_deployment | 20% | ||
| 0.69 | FDA ANDA216213: LENALIDOMIDE (LENALIDOMIDE) — AMNEAL | fda 2026-04-27 | COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack | Biotech/Longevity | 47% | |
| 0.69 | Will the price of Bitcoin be above $88,000 on May 8?(market prob: 0%) | polymarket 2026-05-01 | 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% | |
| 0.69 | manifold 2026-05-04 | INF_001 Reaching AGI by 2027 will require deployment of hundreds of millions of AI GPUs — forcing total mobilization of US industrial capacity for semiconductor fab and data-center shell construction. Leopold Aschenbrenner | AI | 48% | ||
| 0.69 | manifold 2026-05-04 | S_GRID_50GW_2027 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | 40% | ||
| 0.69 | arxiv 2026-05-06 | 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% | ||
| 0.69 | Will the price of Bitcoin be above $82,000 on May 9?(market prob: 4%) | polymarket 2026-05-02 | 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% | |
| 0.69 | Gemini 3.2 released by May 22, 2026?(market prob: 96%) | polymarket 2026-04-30 | AUT_012 True AGI arrives 2030-2035 (5-10 years from 2026) based on advanced 'world model systems' — current LLM architecture insufficient for generalized autonomy due to lack of temporal consistency and deep reasoning; world models inherently understand/simula... Demis Hassabis | AI | 38% | |
| 0.69 | arxiv 2026-05-07 | 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% | ||
| 0.69 | 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% | ||
| 0.69 | 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% | ||
| 0.69 | arxiv 2026-05-07 | 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% | ||
| 0.69 | 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% | ||
| 0.69 | arxiv 2026-05-07 | 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% | ||
| 0.69 | arxiv 2026-05-07 | 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% | ||
| 0.69 | arxiv 2026-05-06 | 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% | ||
| 0.69 | arxiv 2026-05-06 | 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% | ||
| 0.69 | Will Elon Musk post 90-114 tweets from May 9 to May 11, 2026?(market prob: 0%) | polymarket 2026-05-07 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | Will any frontier lab be near-fully automated before 2029?(market prob: 30%) | manifold 2026-05-10 | AI_006 True autonomous agents are 'not anywhere close' — AGI and reliable long-horizon agents will require a full decade (2034 or beyond) to develop the holistic contextual reasoning and robust world models needed for unconstrained physical and digital enviro... Andrej Karpathy | AI | 38% | |
| 0.69 | Will Elon Musk post 300-319 tweets from May 8 to May 15, 2026?(market prob: 0%) | polymarket 2026-05-05 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | edgar_8k 2026-05-11 | SPC_005 AST SpaceMobile (ASTS) will scale from $70.9M full-year 2025 revenue (guided $150M-$200M for 2026) to approximately $1 billion by 2027 — driven by direct-to-cell satellite technology commercialization. Morgan Stanley | Markets/Stocks | 56% | ||
| 0.69 | Will the price of Bitcoin be above $88,000 on May 13?(market prob: 0%) | polymarket 2026-05-06 | 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% | |
| 0.69 | Will Nvidia close above $225 on May 21, 2026 after earnings?(market prob: 45%) | manifold 2026-05-11 | CMQ_028 NVIDIA's total AI chip revenue opportunity through 2027 is at least $3-5 trillion (upgraded from prior estimates at MS TMT 2026). Jensen Huang | Semis | 72% | |
| 0.69 | Will Elon Musk post 220-239 tweets from May 12 to May 19, 2026?(market prob: 33%) | polymarket 2026-05-09 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | Will Elon Musk post 60-79 tweets from May 15 to May 22, 2026?(market prob: 0%) | polymarket 2026-05-12 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | Will Elon Musk post 340-359 tweets from May 15 to May 22, 2026?(market prob: 0%) | polymarket 2026-05-12 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | Will Elon Musk post 240-259 tweets from May 12 to May 19, 2026?(market prob: 48%) | polymarket 2026-05-09 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | arxiv 2026-05-13 | AUT_005 Fundamental convergence between autonomous AI, enterprise software, and global defense infrastructure — future geopolitical supremacy dictated entirely by algorithmic dominance rather than traditional kinetic military assets; autonomous drones, AI-driv... Ben Horowitz | Defense | 73% | ||
| 0.69 | Will Elon Musk post 140-164 tweets from May 14 to May 16, 2026?(market prob: 0%) | polymarket 2026-05-11 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.69 | Gemini 3.2 released by May 31, 2026?(market prob: 98%) | polymarket 2026-04-27 | AUT_012 True AGI arrives 2030-2035 (5-10 years from 2026) based on advanced 'world model systems' — current LLM architecture insufficient for generalized autonomy due to lack of temporal consistency and deep reasoning; world models inherently understand/simula... Demis Hassabis | AI | 38% |