Validations Queue
103,951 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 384 of 1925, 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 | edgar_8k 2026-06-30 | 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 2026-06-30 | SPC_025 Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every one AGI safety researcher — extreme systemic risk as these autonomous systems are deployed into physical domains like space and embodied robotics. Leopold Aschenbrenner | AI | 64% | ||
| 0.66 | arxiv 2026-06-30 | 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 2026-06-30 | 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% | ||
| 0.66 | arxiv 2026-06-30 | 247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross | Biotech/Longevity | 44% | ||
| 0.66 | arxiv 2026-06-30 | 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% | ||
| 0.66 | arxiv 2026-06-30 | 232_060 We'll see exponential growth of AI multis (agents) autonomously self-replicating, using crypto. Alex Wissner-Gross | AI | 20% | ||
| 0.66 | arxiv 2026-06-30 | 233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt | AI | 39% | ||
| 0.66 | arxiv 2026-06-29 | INF_036 AI will develop a 'kinetic' edge where capital assets (drones, autonomous vehicles, agricultural robots, counter-intrusion systems) become software endpoints — requiring a bifurcated networking architecture: massive sovereign hyperscale DCs for trainin... Dara Khosrowshahi | AI | 61% | ||
| 0.66 | arxiv 2026-06-29 | 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 | Will the price of Bitcoin be above $58,000 on July 3?(market prob: 100%) | polymarket 2026-06-26 | 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 Bitcoin dip to $47,500 in July?(market prob: 6%) | polymarket 2026-07-01 | 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 | Will the price of Bitcoin be above $70,000 on July 3?(market prob: 0%) | polymarket 2026-06-26 | 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 | arxiv 2026-07-01 | 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% | ||
| 0.66 | arxiv 2026-07-01 | 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% | ||
| 0.66 | arxiv 2026-07-01 | CMQ_055 Multimodal voice recognition powered by generative AI will serve as the default user interface for humanoid physical workers — speak instructions, robot executes. Brett Adcock | Robotics | 29% | ||
| 0.66 | arxiv 2026-07-01 | AI_029 Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer. Morgan Stanley | AI | 57% | ||
| 0.66 | arxiv 2026-06-30 | 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% | ||
| 0.66 | arxiv 2026-06-30 | CMQ_031 AI has crossed a historic tipping point — traditional Moore's Law is obsolete; AI now follows a highly accelerated, domain-specific experience curve. Alex Wissner-Gross | AI/Compute | 42% | ||
| 0.66 | arxiv 2026-06-30 | 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 2026-06-30 | 247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross | Biotech/Longevity | 44% | ||
| 0.66 | Will the price of Bitcoin be above $54,000 on July 4?(market prob: 100%) | polymarket 2026-06-27 | 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 65-89 tweets from July 2 to July 4, 2026?(market prob: 1%) | polymarket 2026-06-29 | 248_009 Elon Musk's economy will grow 10x in about 10 years. Elon Musk | Macro/Economy | 37% | |
| 0.66 | polymarket 2025-07-03 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | ||
| 0.66 | Will the price of Bitcoin be above $76,000 on April 30?(market prob: 62%) | polymarket 2026-04-23 | 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 Beto O’Rourke win the 2028 Democratic presidential nomination?(market prob: 1%) | polymarket 2025-07-03 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | |
| 0.66 | MegaETH market cap (FDV) >$600M one day after launch?(market prob: 100%) | polymarket 2026-03-09 | 246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis | Markets/Stocks | 79% | |
| 0.66 | polymarket 2025-10-10 | 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 Qwen 3.6+ 122B A10B be open weights before July 2026?(market prob: 50%) | manifold 2026-04-29 | 234_018 GPT-5.3 and 5.5 or higher variants could launch in next 10 weeks Alex Wissner-Gross | AI | 38% | |
| 0.66 | Will China Collapse before 2035? (GDP down 20%)(market prob: 38%) | manifold 2026-04-26 | 234_001 India will be the next giant on the rise while China is on the decline Salim Ismail | Geopolitics | 44% | |
| 0.66 | manifold 2026-04-24 | FUT_016 Next 5 years (2026-2030) require individuals + organizations to adopt 'FLUX' superpowers — ability to transform constant uncertainty into strategic advantage. Traditional linear career paths dissolve entirely by 2030, replaced by fluid portfolio-based ... April Rinne | Labor/Jobs | 39% | ||
| 0.66 | manifold 2026-04-24 | SEM_017 TSMC will produce over 10M wafers/month total in 2026, including ~100K/mo at 2nm and ~200K/mo at 3nm. TSMC (All-In Podcast analysis) | Semis | 59% | ||
| 0.66 | Will I get a girlfriend in the year 2026(market prob: 15%) | manifold 2026-04-23 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 20% | |
| 0.66 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.66 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.66 | gdelt 2026-04-30 | 247_055 Acquisition of small specialized AI teams for hundreds of millions will become common Dave Blundin | AI | 50% | ||
| 0.66 | gdelt 2026-04-30 | CYB_028 The 2024-2026 AI arms race directly parallels the hyper-speculative early-1990s dot-com bubble and subsequent search-engine wars — while underlying technology is transformative, the vast majority of highly-valued competitors and heavily-funded startups... Mark Cuban | Markets/Stocks | 48% | ||
| 0.66 | gdelt 2026-04-30 | INF_011 Mega-cap hyperscalers will commit over $1 trillion of capital expenditures in the 2025-2026 period alone, with roughly half financed via debt — intertwining AI buildout risk with global credit markets. Morgan Stanley | Macro/Economy | 92% | ||
| 0.66 | Will Elon Musk post 80-99 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 i get a medal at the IPO 2026?(market prob: 41%) | manifold 2026-04-30 | 246_006 OpenAI will IPO by end of 2026, Anthropic early-to-mid 2027 (may try end of 2026). Peter Diamandis | Markets/Stocks | 37% | |
| 0.66 | Will 50% or more of the Erdos problems be solved at the end of 2030?(market prob: 68%) | manifold 2026-04-29 | 230_034 Abundance will be achieved by 2035. Peter Diamandis | Macro/Economy | 41% | |
| 0.66 | Will Bitcoin dip to $75,000 on May 1?(market prob: 1%) | 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 | Will Bitcoin dip to $75,000 on May 1?(market prob: 1%) | 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% | |
| 0.66 | MegaETH FDV above $1.6B one day after launch?(market prob: 1%) | polymarket 2026-04-12 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.66 | MegaETH FDV above $1.6B one day after launch?(market prob: 1%) | polymarket 2026-04-12 | 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% | |
| 0.66 | manifold 2026-05-01 | 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 | Bitcoin $67K in May?(market prob: 14%) | manifold 2026-05-01 | 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 80-99 tweets from May 5 to May 12, 2026?(market prob: 0%) | polymarket 2026-05-02 | 231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. Dave Blundin | AI | 44% | |
| 0.66 | Bitcoin all time high by June 30, 2026?(market prob: 0%) | polymarket 2025-12-16 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.66 | Will Elon Musk post 440-459 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% |