Validations Queue
75,032 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 62 of 83, 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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| Sim | Doc | Source | Pred | Domain | Prior | |
|---|---|---|---|---|---|---|
| 0.58 | LLM agent is able to reliably beat Slay the Spire 2 before EOY 2027(market prob: 42%) | manifold 2026-04-26 | FUT_004 Rapid ascension and enterprise dominance of Large Action Models (LAMs) by 2026-2031 — LLM as primary digital interface becomes obsolete; LAMs observe complex behavioral patterns, internalize multi-step business processes, predict physical-robot mainten... Amy Webb | AI | 62% | |
| 0.58 | manifold 2026-04-25 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | ||
| 0.58 | manifold 2026-04-24 | 241_041 Biological and nuclear attacks spawned by AI are real dangers Eric Schmidt | AI | 39% | ||
| 0.58 | manifold 2026-04-30 | 248_027 Religion economy (~$5 trillion) will grow tremendously due to AI chaos. Dave Blundin | Other | 39% | ||
| 0.58 | Trump announces US blockade of Hormuz lifted by May 31? [Polymarket](market prob: 52%) | manifold 2026-05-01 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.58 | manifold 2026-05-01 | 231_016 Permissionless agent activity is imminent; Claude-style approval prompts will go away. Alex Wissner-Gross | AI | 41% | ||
| 0.58 | manifold 2026-05-01 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.58 | Will Iran's food stockpile run out before Aug 2, 2026?(market prob: 14%) | manifold 2026-05-02 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.58 | Will the face of Jose Luis Ricon be minted on a physical coin by 2222(market prob: 13%) | manifold 2026-05-01 | 237_010 In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC. Alex Finn | Crypto | 43% | |
| 0.58 | manifold 2026-05-01 | 248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail | Robotics | 34% | ||
| 0.58 | manifold 2026-05-03 | 241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis | Labor/Jobs | 47% | ||
| 0.58 | manifold 2026-05-04 | 232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz | Geopolitics | 44% | ||
| 0.58 | manifold 2026-05-04 | 246_049 Dyson swarm will host trillions of AI agents if we get it. Alex Wissner-Gross | AI | 24% | ||
| 0.58 | manifold 2026-05-04 | 242_006 Terafab will reach 70% of TSMC's output Peter Diamandis | AI | 45% | ||
| 0.58 | My current relationship lasts >6 months (1 Jan to 1 Jul 2026)(market prob: 75%) | manifold 2026-05-05 | 237_003 12 months in AI will be like 12 years; the next year will be wild. Alex Finn | AI | 46% | |
| 0.58 | manifold 2026-05-05 | 235_005 AI capability will grow 100x this year in raw parameter count as lower bound. Dave Blundin | AI | 49% | ||
| 0.58 | manifold 2026-05-05 | 247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis | AI | 42% | ||
| 0.58 | Will abhishaike mahajan ever win the nobel prize?(market prob: 28%) | manifold 2026-05-04 | 231_019 Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years. Alex Wissner-Gross | Other | 39% | |
| 0.58 | manifold 2026-05-07 | AI_002 Models matching the collective cognitive capacity of 'a country of geniuses in a datacenter' — acting simultaneously across all domains — could arrive as early as 2026 or 2027. Dario Amodei | AI | 16% | ||
| 0.58 | manifold 2026-05-07 | S_GRID_50GW_2027 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | 40% | ||
| 0.58 | Will The_real_LV hit 150 followers on twitch?(market prob: 32%) | manifold 2026-05-09 | 247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross | AI | 41% | |
| 0.58 | manifold 2026-05-11 | 235_009 Anthropic legal recourse process against Dept of War will take three years. Dave Blundin | Defense | 45% | ||
| 0.58 | manifold 2026-05-11 | AI_021 The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca... Andrew Yang | Labor/Jobs | 46% | ||
| 0.58 | Do you like 54% odds?(market prob: 54%) | manifold 2026-05-11 | 234_041 50% probability fundamental physics could be solved in the next few years Alex Wissner-Gross | Other | 39% | |
| 0.58 | Free Lottery (Cosmic Explorer)(market prob: 40%) | manifold 2026-05-11 | SEM_047 At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run. Jimmy Ba | AI/Hardware | 71% | |
| 0.58 | manifold 2026-05-12 | FUT_022 Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking... Peter Zeihan | Macro/Economy | 72% | ||
| 0.58 | manifold 2026-05-11 | 242_005 Starship launch cadence will reach one every 5.3 minutes (274/day) Peter Diamandis | Space | 49% | ||
| 0.58 | Will Kash Patel still be FBI Director On 1st July 2026(market prob: 64%) | manifold 2026-05-13 | 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% | |
| 0.58 | Trump meets Xi Jinping again in 2026?(market prob: 84%) | manifold 2026-05-13 | COD_SPC_002 The next US crewed lunar surface landing occurs on Artemis IV in 2028 Codex Research Pack | Space | 22% | |
| 0.58 | Will Trump and Xi kiss at their summit? [Polymarket](market prob: 1%) | manifold 2026-05-13 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.58 | manifold 2026-05-14 | FUT_006 Organizations must practice 'creative destruction on purpose' 2026-2031: deliberately dismantle legacy operations before lateral multi-domain convergence renders them obsolete. Traditional technology hype cycle rejected; future no longer arrives one tr... Amy Webb | Macro/Economy | 50% | ||
| 0.58 | manifold 2026-05-13 | 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% | ||
| 0.58 | manifold 2026-05-15 | INF_039 Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times now range 6 days to 6 weeks (up to ~54 days) because data centers are absorbing the world's HBM and memory supply — DRAM market transitioning to hourly v... Alex Finn | Consumer | 77% | ||
| 0.58 | manifold 2026-05-16 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.58 | manifold 2026-05-17 | 229_020 By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work. Brett Adcock | Robotics | 20% | ||
| 0.58 | Will Russia control Konstantinovka by the end of November 2026?(market prob: 50%) | manifold 2026-05-18 | 232_021 No chance AI will be paused in the next three years given current administration and China competition. Dave Blundin | Geopolitics | 75% | |
| 0.58 | manifold 2026-05-18 | FUT_014 'US political revolution' ranked #1 tier global risk 2026+ per Eurasia Group — internal partisan bifurcation within United States has moved well beyond traditional electoral friction into systemic institutional paralysis; federal government increasingl... Ian Bremmer | Geopolitics | 55% | ||
| 0.58 | manifold 2026-05-18 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | ||
| 0.58 | Avalanche vs Golden Knights series winner, Stanley Cup 2026(market prob: 71%) | manifold 2026-05-19 | 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% | |
| 0.58 | manifold 2026-05-19 | 238_047 US will add 86 GW of new grid capacity in 2026, 51% from solar Emad Mostaque | Energy | 45% | ||
| 0.58 | Will I get any money again from manifold this year?(market prob: 63%) | manifold 2026-05-18 | 246_031 Next OpenClaw moment will turn $30B ARR into $1T ARR with agents. Alex Wissner-Gross | AI | 35% | |
| 0.58 | Top team score for ARML 2026 greater than 235?(market prob: 33%) | manifold 2026-05-17 | SEM_002 By 2025-2026, AI model outputs will outpace the cognitive capabilities of college graduates (driven by hundreds of millions of GPUs). Leopold Aschenbrenner | AI | 56% | |
| 0.58 | manifold 2026-05-27 | 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% | ||
| 0.58 | manifold 2026-05-26 | SPC_022 '2026 will be for AI in science what 2025 was for AI in software engineering' — a transition from AI as coding assistant to acting as scientific sparring partner: generating novel hypotheses, analyzing vast datasets, and dramatically accelerating R&D c... Kevin Weil | AI | 41% | ||
| 0.58 | manifold 2026-05-25 | 241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis | Labor/Jobs | 47% | ||
| 0.58 | Confirmed Ebola case in North America by EOY 2026?(market prob: 42%) | manifold 2026-05-25 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.58 | manifold 2026-05-25 | CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang | Semis | 87% | ||
| 0.58 | manifold 2026-05-31 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% | ||
| 0.58 | manifold 2026-06-01 | 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% | ||
| 0.58 | manifold 2026-06-05 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | Will Minnesota ARML score breakdowns be posted before EOD June 10?(market prob: 15%) | manifold 2026-06-05 | 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% | |
| 0.58 | manifold 2026-06-05 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | ||
| 0.58 | manifold 2026-06-08 | COD_ROB_002 1X ships first paid NEO Early Access units to US homes in 2026 Codex Research Pack | Robotics | 27% | ||
| 0.58 | manifold 2026-06-08 | 246_021 GPT-5.5 Spud will be released imminently (within days). Alex Wissner-Gross | AI | 38% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-08 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | Will any 2026 World Cup team advance through group stage with 0 wins?(market prob: 27%) | manifold 2026-06-08 | 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% | |
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% | ||
| 0.58 | manifold 2026-06-09 | 238_010 AI takeoff/inflection is happening now Emad Mostaque | AI | 66% |