Validations Queue
80,311 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 128 of 176, 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 | |
|---|---|---|---|---|---|---|
| 0.58 | manifold 2026-05-14 | 245_021 Engineered all-male screworms released via gene drive will cause species die-off over time Ben Lamm | Biotech/Longevity | 45% | ||
| 0.58 | manifold 2026-05-16 | 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% | ||
| 0.58 | manifold 2026-05-16 | FUT_017 Intersection of media, society, and commerce 2026-2031 will require organizations to completely abandon rigid legacy planning in favor of hyper-adaptable near-future preparations — traditional 10-year strategic plans obsolete as multi-domain convergenc... Gerd Leonhard | Media/Ads | 50% | ||
| 0.58 | Will Brent Crude Oil close above $115 on May 22nd, 2026?(market prob: 30%) | manifold 2026-05-18 | 238_061 Massive social unrest / trough in 2026-2027, rebound in 2028 Dave Blundin | Macro/Economy | 50% | |
| 0.58 | manifold 2026-05-18 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-05-18 | 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 | Top team score for ARML 2026 greater than 235?(market prob: 33%) | manifold 2026-05-17 | 239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk | AI | 40% | |
| 0.58 | manifold 2026-05-30 | S_GRID_50GW_2027 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | 40% | ||
| 0.58 | manifold 2026-05-30 | S_GRID_50GW_2027 50GW dedicated AI/data center grid by Dec 2027 | energy_grid_expansion | 40% | ||
| 0.58 | Will a wild card team win the MLB World Series in 2026?(market prob: 18%) | manifold 2026-05-29 | 241_005 2026 is the year of agents - agents will take over everything this year Eric Schmidt | AI | 50% | |
| 0.58 | LessOnline 2027 will use brand new event software(market prob: 60%) | manifold 2026-05-28 | 233_007 In 2026, Alpha will launch new schools beyond the flagship model based on the Timeback platform. Joe Liemandt | Education | 51% | |
| 0.58 | 1 in 6 Adults are NEET in 2031 (UK)(market prob: 22%) | manifold 2026-05-28 | 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 | manifold 2026-05-25 | 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 2026-05-25 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-05-25 | SEM_038 Digital superintelligence (smarter than any human at anything) will arrive as early as 2025 or 2026. Elon Musk | AI/AGI | 19% | ||
| 0.58 | manifold 2026-06-01 | 237_029 AI agents can do productive tasks indefinitely, for days on end, fundamentally changing the AI experience. Dave Blundin | AI | 47% | ||
| 0.58 | manifold 2026-06-01 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | Will I receive a score on the TSTST high enough to qualify for the TST(market prob: 54%) | manifold 2026-06-01 | 233_003 Any student is capable of reaching 99th percentile in reading, writing, math, and science with mastery-based tutoring. MacKenzie Price | Education | 39% | |
| 0.58 | Do you like 46% odds?(market prob: 46%) | manifold 2026-05-31 | 234_041 50% probability fundamental physics could be solved in the next few years Alex Wissner-Gross | Other | 39% | |
| 0.58 | Skeletor is gonna reference the meme “until we meet again”?(market prob: 79%) | manifold 2026-06-02 | 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 | Skeletor is gonna reference the meme “until we meet again”?(market prob: 79%) | manifold 2026-06-02 | 238_015 Brent Bornick/1X to ship Peter a humanoid robot this summer (2026) Brent Bornick | Robotics | 42% | |
| 0.58 | manifold 2026-06-02 | S_AI_PAUSE_2027 AI pause beginning 2027 | ai_regulatory_pause | 10% | ||
| 0.58 | How cheap will fully farm-raised eel get? / 完全養殖ウナギ、いくらまで安くなる？(market prob: 50%) | manifold 2026-05-30 | 235_017 OpenAI will likely go public at north of $1 trillion valuation. Peter Diamandis | Markets/Stocks | 48% | |
| 0.58 | manifold 2026-06-04 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% | ||
| 0.58 | Free Lottery (Tully–Fisher Relation)(market prob: 5%) | manifold 2026-06-04 | 246_031 Next OpenClaw moment will turn $30B ARR into $1T ARR with agents. Alex Wissner-Gross | AI | 35% | |
| 0.58 | manifold 2026-06-03 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.58 | Will someone buy 1 block today on mysterybox.art?(market prob: 19%) | manifold 2026-06-05 | 237_021 Alex Finn will eventually give his AI agents crypto wallets once they can generate business autonomously. Alex Finn | Crypto | 40% | |
| 0.58 | Will Minnesota ARML score breakdowns be posted before EOD June 10?(market prob: 15%) | manifold 2026-06-05 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% | |
| 0.58 | manifold 2026-06-06 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-08 | 234_010 Whole battlefield will be controlled by whoever has the better AI very soon Dave Blundin | Defense | 50% | ||
| 0.58 | Free Lottery (expansion of universe)(market prob: 45%) | manifold 2026-06-08 | 248_027 Religion economy (~$5 trillion) will grow tremendously due to AI chaos. Dave Blundin | Other | 39% | |
| 0.58 | manifold 2026-06-09 | 243_027 Joby end-to-end eVTOL service in Abu Dhabi launching end of 2026 Dara Khosrowshahi | Auto/Transport | 43% | ||
| 0.58 | manifold 2026-06-09 | 240_024 Advanced AI/AGI/ASI will become extraordinarily wise and compassionate Marc Andreessen | AI | 39% | ||
| 0.58 | manifold 2026-06-09 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-09 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | ||
| 0.58 | manifold 2026-06-09 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% |