Validations Queue
95,758 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 294 of 1774, 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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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 | |
|---|---|---|---|---|---|---|
| 0.66 | arxiv 2026-06-25 | 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% | ||
| 0.66 | arxiv 2026-06-25 | 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% | ||
| 0.66 | arxiv 2026-06-24 | 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% | ||
| 0.66 | arxiv 2026-06-24 | 232_058 Solving physics may reveal 'doors behind doors' of new opportunities. Alex Wissner-Gross | AI | 38% | ||
| 0.66 | arxiv 2026-06-25 | 233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt | AI | 39% | ||
| 0.66 | arxiv 2026-06-25 | 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% | ||
| 0.66 | arxiv 2026-06-25 | 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% | ||
| 0.66 | 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% | ||
| 0.66 | Will Bitcoin reach $61,000 on June 27?(market prob: 7%) | polymarket 2026-06-27 | 231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail | Crypto | 48% | |
| 0.66 | Will Elon Musk post 280-299 tweets from June 23 to June 30, 2026?(market prob: 4%) | polymarket 2026-06-20 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.66 | Will Elon Musk post 400-419 tweets from June 23 to June 30, 2026?(market prob: 0%) | polymarket 2026-06-20 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | |
| 0.66 | Will Elon Musk post 460-479 tweets from June 30 to July 7, 2026?(market prob: 0%) | polymarket 2026-06-27 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 41% | |
| 0.66 | Will Elon Musk post 460-479 tweets from June 30 to July 7, 2026?(market prob: 0%) | polymarket 2026-06-27 | SPC_008 SpaceX milestone-delivery statistics: 16% on-time, 31% late, 53% undelivered overall — planetary milestones exhibit 0% on-time record (every dated Mars prediction since 2011 missed). Industry heuristic: multiply rocket/capsule engineering announced tim... New Market Pitch | Space | 70% | |
| 0.66 | Will Elon Musk post 220-239 tweets from June 23 to June 30, 2026?(market prob: 4%) | polymarket 2026-06-20 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | |
| 0.66 | Will Elon Musk post 380-399 tweets from June 23 to June 30, 2026?(market prob: 0%) | polymarket 2026-06-20 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.66 | Will Elon Musk post 340-359 tweets from June 23 to June 30, 2026?(market prob: 0%) | polymarket 2026-06-20 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | |
| 0.66 | Will Elon Musk post 340-359 tweets from June 23 to June 30, 2026?(market prob: 0%) | polymarket 2026-06-20 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 41% | |
| 0.66 | Will Elon Musk post 320-339 tweets from June 23 to June 30, 2026?(market prob: 0%) | polymarket 2026-06-20 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | |
| 0.66 | Will the price of Bitcoin be above $62,000 on June 29?(market prob: 7%) | polymarket 2026-06-22 | INF_069 Bitcoin's total addressable market will ultimately reach approximately $270 trillion — positioning it as "digital capital" and apex reserve asset, capturing global store-of-value demand currently distributed across real estate, gold, sovereign debt, an... Michael Saylor | Crypto | 15% | |
| 0.66 | Will Elon Musk post 380-399 tweets from June 26 to July 3, 2026?(market prob: 0%) | polymarket 2026-06-23 | 231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. Dave Blundin | AI | 44% | |
| 0.66 | Will Elon Musk post 340-359 tweets from June 26 to July 3, 2026?(market prob: 0%) | polymarket 2026-06-23 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | |
| 0.66 | Will Elon Musk post 440-459 tweets from June 30 to July 7, 2026?(market prob: 0%) | polymarket 2026-06-27 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 41% | |
| 0.66 | Will I work 9/9/6 for the rest of 2026?(market prob: 64%) | manifold 2026-06-29 | 236_003 Jobs will get whisked away in many firms in 2026 Andrew Yang | Labor/Jobs | 49% | |
| 0.66 | Will Bitcoin dip to $60,000 in April?(market prob: 0%) | polymarket 2026-04-02 | 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% | |
| 0.66 | Will Erika Kirk win the 2028 Republican presidential nomination?(market prob: 1%) | polymarket 2025-07-10 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | |
| 0.66 | Will Elon Musk post 80-99 tweets from April 28 to May 5, 2026?(market prob: 1%) | polymarket 2026-04-25 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | |
| 0.66 | Will Elon Musk post 280-299 tweets from April 24 to May 1, 2026?(market prob: 0%) | polymarket 2026-04-21 | 231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. Dave Blundin | AI | 44% | |
| 0.66 | MegaETH market cap (FDV) >$3B one day after launch?(market prob: 1%) | polymarket 2025-11-05 | 246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis | Markets/Stocks | 79% | |
| 0.66 | Will Jamie Dimon win the 2028 US Presidential Election?(market prob: 1%) | polymarket 2025-07-08 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | |
| 0.66 | manifold 2026-04-28 | 246_025 Sam Altman predicts world-shaking cyber attack this year (2026). Sam Altman | AI | 47% | ||
| 0.66 | manifold 2026-04-27 | FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community | AI | 100% | ||
| 0.66 | Will Elon Musk post 400-419 tweets from April 28 to May 5, 2026?(market prob: 0%) | polymarket 2026-04-25 | SPC_008 SpaceX milestone-delivery statistics: 16% on-time, 31% late, 53% undelivered overall — planetary milestones exhibit 0% on-time record (every dated Mars prediction since 2011 missed). Industry heuristic: multiply rocket/capsule engineering announced tim... New Market Pitch | Space | 70% | |
| 0.66 | gdelt 2026-04-30 | AUT_024 H1 2026 will deliver a 'massive AI breakthrough' driven by unprecedented concentration of computational power at leading American laboratories — AI has been elevated from mere thematic investment to structural 'macro variable' akin to oil prices or int... Morgan Stanley | AI | 42% | ||
| 0.66 | gdelt 2026-04-30 | 231_045 Corporations will start downplaying AI capabilities to avoid antitrust backlash. Dave Blundin | AI | 41% | ||
| 0.66 | gdelt 2026-04-30 | 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% | ||
| 0.66 | Will Tulsi Gabbard win the 2028 Republican presidential nomination?(market prob: 1%) | polymarket 2025-07-10 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | |
| 0.66 | Will Elon Musk post 60-79 tweets from May 1 to May 8, 2026?(market prob: 0%) | polymarket 2026-04-28 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.66 | Will Elon Musk post 40-59 tweets from May 1 to May 8, 2026?(market prob: 0%) | polymarket 2026-04-28 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | |
| 0.66 | Will Elon Musk post 80-99 tweets from May 1 to May 8, 2026?(market prob: 0%) | polymarket 2026-04-28 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 41% | |
| 0.66 | Will Moonshot have the best AI model at the end of May 2026?(market prob: 0%) | polymarket 2026-04-13 | 235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross | AI | 42% | |
| 0.66 | Will ByteDance have the best AI model at the end of May 2026?(market prob: 0%) | polymarket 2026-04-13 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% | |
| 0.66 | Will Bitcoin dip to $65,000 in May?(market prob: 0%) | polymarket 2026-05-01 | 231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail | Crypto | 48% | |
| 0.66 | S&P500 closes at 7,500.00 before End Of May 2026?(market prob: 39%) | manifold 2026-05-01 | 242_034 AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x) Chamath Palihapitiya | Markets/Stocks | 38% | |
| 0.66 | Will Elon Musk post 400-419 tweets from May 1 to May 8, 2026?(market prob: 0%) | polymarket 2026-04-28 | 231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. Dave Blundin | AI | 44% | |
| 0.66 | Will Elon Musk post 480-499 tweets from May 5 to May 12, 2026?(market prob: 0%) | polymarket 2026-05-02 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | |
| 0.66 | Will Elon Musk post 480-499 tweets from May 5 to May 12, 2026?(market prob: 0%) | polymarket 2026-05-02 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | |
| 0.66 | Will Elon Musk post 480-499 tweets from May 5 to May 12, 2026?(market prob: 0%) | polymarket 2026-05-02 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.66 | Will Elon Musk post 280-299 tweets from April 28 to May 5, 2026?(market prob: 0%) | polymarket 2026-04-25 | 231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. Dave Blundin | AI | 44% | |
| 0.66 | Will Elon Musk post 460-479 tweets from May 5 to May 12, 2026?(market prob: 0%) | polymarket 2026-05-02 | 234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis | Markets/Stocks | 41% | |
| 0.66 | Däilÿ Cöin Flip - Day 845(market prob: 50%) | manifold 2026-05-02 | TK10 $100T Sovereign Debt Crisis | — | 12% |