Validations Queue
99,119 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 325 of 460, 200 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.
Pending (total)
99,119
Reviewed
13
Filtered
91,883
page 325 / 460
Showing on page
200
Filters
URL params control source + min-similarity threshold
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.
Source0 selected · 0 visible
Bulk action
| Sim | Doc | Source | Pred | Domain | Prior | |
|---|---|---|---|---|---|---|
| 0.59 | Will Colombia win the 2026 FIFA World Cup?(market prob: 3%) | polymarket 2025-07-02 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Counter-Strike: FaZe vs FURIA - Map 2 Winner(market prob: 38%) | polymarket 2026-04-30 | 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% | |
| 0.59 | LoL: Hanwha Life Esports vs T1 (BO3) - LCK Rounds 1-2(market prob: 61%) | polymarket 2026-04-26 | 247_042 Professional Robotics League first US match on April 19, 2026 in Boston Alex Wissner-Gross | Robotics | 65% | |
| 0.59 | polymarket 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% | ||
| 0.59 | Will Jordan win the 2026 FIFA World Cup?(market prob: 0%) | polymarket 2025-07-02 | 242_035 S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years Dave Blundin | Markets/Stocks | 50% | |
| 0.59 | Will Ivory Coast win the 2026 FIFA World Cup?(market prob: 0%) | polymarket 2025-07-02 | 242_035 S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years Dave Blundin | Markets/Stocks | 50% | |
| 0.59 | Trump out as President by May 31?(market prob: 0%) | polymarket 2026-04-27 | S_AI_PAUSE_2027 AI pause beginning 2027 | ai_regulatory_pause | 10% | |
| 0.59 | Will Scream 7 be the top grossing movie of 2026?(market prob: 1%) | polymarket 2025-11-12 | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin | AI | 75% | |
| 0.59 | Will Alexander Albon be the 2026 F1 Drivers' Champion?(market prob: 0%) | polymarket 2025-12-08 | 235_007 AI regulation window is this calendar year 2026 before chaos breaks out. Dave Blundin | Geopolitics | 45% | |
| 0.59 | Will Armenia win Eurovision 2026?(market prob: 0%) | polymarket 2025-12-06 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | |
| 0.59 | Will Arvid Lindblad be the 2026 F1 Drivers' Champion?(market prob: 0%) | polymarket 2025-12-08 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Will the US average gas price fall below $4.00 in May 2026?(market prob: 11%) | manifold 2026-04-30 | 238_047 US will add 86 GW of new grid capacity in 2026, 51% from solar Emad Mostaque | Energy | 45% | |
| 0.59 | Will the US average gas price fall below $4.00 in May 2026?(market prob: 11%) | manifold 2026-04-30 | 243_036 Price of rides will come down with autonomous driving Dara Khosrowshahi | Auto/Transport | 41% | |
| 0.59 | Penalty shootout in champions league semi final? 2025/2026 season(market prob: 21%) | manifold 2026-04-30 | 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% | |
| 0.59 | edgar_8k 2026-04-30 | 240_026 Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T company Dave Blundin | Markets/Stocks | 42% | ||
| 0.59 | Golden Knights vs. Utah(market prob: 51%) | polymarket 2026-04-29 | 235_025 Nvidia's margins unsustainable; cracks in armor but all chips made will sell. Dave Blundin | Markets/Stocks | 45% | |
| 0.59 | polymarket 2026-04-12 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | ||
| 0.59 | Cavaliers vs. Raptors: O/U 218.5(market prob: 53%) | polymarket 2026-05-01 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | |
| 0.59 | Will Liam Lawson be the 2026 F1 Drivers' Champion?(market prob: 0%) | polymarket 2025-12-08 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.59 | manifold 2026-05-01 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | ||
| 0.59 | Will MNX hire a backend developer before Manifest?(market prob: 26%) | manifold 2026-04-30 | CMQ_005 AI will handle the entire software development process end-to-end within 6-12 months (by late 2026) — humans relegated to reviewer/editor role. Dario Amodei | AI | 56% | |
| 0.59 | LoL: Team Vitality vs SK Gaming (BO3) - LEC Regular Season(market prob: 100%) | polymarket 2026-04-27 | CMQ_036 SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + HBM4) throughout 2026. Morgan Stanley | Semis/Memory | 68% | |
| 0.59 | Will CF Cruz Azul win on 2026-05-02?(market prob: 52%) | polymarket 2026-04-28 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | |
| 0.59 | Will San Diego FC win on 2026-05-02?(market prob: 38%) | polymarket 2026-04-05 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Will Lando Norris win the Sprint at the 2026 F1 Miami Grand Prix?(market prob: 100%) | polymarket 2026-04-22 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.59 | US-Iran nuclear deal before 2027?(market prob: 80%) | polymarket 2025-11-04 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.59 | manifold 2026-05-02 | 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% | ||
| 0.59 | manifold 2026-05-02 | 244_026 Uber platform will grow from 10M to 20M people by 2035 Dara Khosrowshahi | Labor/Jobs | 46% | ||
| 0.59 | Games Total: O/U 3.5(market prob: 0%) | polymarket 2026-05-02 | 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% | |
| 0.59 | Will Charles Leclerc win the 2026 F1 Miami Grand Prix?(market prob: 0%) | polymarket 2026-04-22 | 231_019 Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years. Alex Wissner-Gross | Other | 39% | |
| 0.59 | Will SS Lazio win on 2026-05-04?(market prob: 39%) | polymarket 2026-04-20 | 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% | |
| 0.59 | Will SS Lazio win on 2026-05-04?(market prob: 39%) | polymarket 2026-04-20 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | |
| 0.59 | manifold 2026-05-03 | 246_024 Something really bad will happen if OpenAI catches up/Grok 5 releases (forced mythos out the door). Dave Blundin | AI | 45% | ||
| 0.59 | Will a Muslim Majority Country Lose Its Majority Before 2040?(market prob: 60%) | manifold 2026-05-03 | 248_025 Religion will consolidate globally around fewer major religions while proliferating micro cults/sects. Alex Wissner-Gross | Other | 39% | |
| 0.59 | manifold 2026-05-03 | SEM_035 World-class, AI-based mathematicians will emerge within a single year (by ~early 2027). Eric Schmidt | AI/Cognition | 45% | ||
| 0.59 | Spread: Knicks (-7.5)(market prob: 50%) | polymarket 2026-05-03 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | |
| 0.59 | Game Handicap: MKOI (-1.5) vs Shifters (+1.5)(market prob: 0%) | polymarket 2026-04-27 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | |
| 0.59 | Will WTI Crude Oil (WTI) hit (HIGH) $115 in May?(market prob: 39%) | polymarket 2026-05-01 | 247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis | AI | 42% | |
| 0.59 | Timberwolves vs. Spurs: O/U 217.5(market prob: 55%) | polymarket 2026-05-03 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | |
| 0.59 | polymarket 2025-07-28 | 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% | ||
| 0.59 | Will OMIE Spain 2028 annual average wholesale price exceed €65/MWh?(market prob: 39%) | manifold 2026-05-04 | 235_022 US will add a record 86 gigawatts of utility-scale capacity this coming year. Peter Diamandis | Energy | 53% | |
| 0.59 | manifold 2026-05-04 | INF_014 Data-center industry could emit up to 2.5 billion tons of CO2 cumulatively through 2030 if powered primarily by fossil fuels — a scale that materially delays global climate-pledge compliance. Morgan Stanley | Energy | 42% | ||
| 0.59 | Will I speak to a human in the next week?(market prob: 72%) | manifold 2026-05-04 | 234_019 Expect big AI capability improvements via recursive self-improvement over next few weeks Alex Wissner-Gross | AI | 39% | |
| 0.59 | Sam Altman is imprisoned for a crime before 2030(market prob: 11%) | manifold 2026-05-04 | 248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail | Robotics | 34% | |
| 0.59 | Wild vs. Avalanche(market prob: 36%) | polymarket 2026-05-02 | 248_014 If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip. Alex Wissner-Gross | AI | 32% | |
| 0.59 | Will Barack Obama win the 2028 Democratic presidential nomination?(market prob: 1%) | polymarket 2025-07-03 | 247_025 Super PACs will determine election outcomes at order of magnitude bigger than before Dave Blundin | Geopolitics | 42% | |
| 0.59 | Will WTI Crude Oil (WTI) hit (LOW) $100 in May?(market prob: 92%) | polymarket 2026-05-04 | S_IPO_TRILLION_2028 First $1T+ IPO in 2028 | ipo_trillion_plus | 25% | |
| 0.59 | manifold 2026-05-04 | 246_025 Sam Altman predicts world-shaking cyber attack this year (2026). Sam Altman | AI | 47% | ||
| 0.59 | manifold 2026-05-04 | INF_014 Data-center industry could emit up to 2.5 billion tons of CO2 cumulatively through 2030 if powered primarily by fossil fuels — a scale that materially delays global climate-pledge compliance. Morgan Stanley | Energy | 42% | ||
| 0.59 | edgar_8k 2026-05-05 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.59 | FDA ANDA217281: LENALIDOMIDE (LENALIDOMIDE) — NOVUGEN | fda 2026-04-27 | IND_010 Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front... Jared Isaacman | Biotech/Longevity | 43% | |
| 0.59 | FDA ANDA206252: QUETIAPINE FUMARATE (QUETIAPINE FUMARATE) — ACCORD HLTHCARE | fda 2026-04-22 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 36% | |
| 0.59 | FDA ANDA210672: MULTIPLE VITAMINS INJECTION ADULT (ALPHA-TOCOPHEROL ACETATE) — APOTEX | fda 2026-04-09 | 245_009 Breaking plastic-degradation technology could become a supplement that breaks microplastics in the gut before absorption Peter Diamandis | Biotech/Longevity | 45% | |
| 0.59 | FDA NDA021121: CONCERTA (METHYLPHENIDATE HYDROCHLORIDE) — JANSSEN PHARMS | fda 2026-04-10 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 36% | |
| 0.59 | FDA ANDA078582: LEVETIRACETAM (LEVETIRACETAM) — STRIDES PHARMA | fda 2026-04-21 | 247_041 AI-powered drugs have 85% phase 1 success vs 52% traditional Peter Diamandis | Biotech/Longevity | 55% | |
| 0.59 | FDA BLA125504: COSENTYX (SECUKINUMAB) — NOVARTIS PHARMS CORP | fda 2026-04-17 | INF_027 AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC. Demis Hassabis | Biotech/Longevity | 38% | |
| 0.59 | github_release 2026-01-16 | 229_001 Figure will put robots on its own manufacturing lines (BotQ) this year to build robots. Brett Adcock | Robotics | 39% | ||
| 0.59 | github_release 2026-01-16 | 229_045 Figure will not differentiate by vertical form factor—general-purpose humanoid is the bet. Brett Adcock | Robotics | 28% | ||
| 0.59 | github_release 2026-01-16 | 235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross | AI | 35% | ||
| 0.59 | github_release 2025-10-14 | 235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross | AI | 35% | ||
| 0.59 | github_release 2025-09-04 | 229_001 Figure will put robots on its own manufacturing lines (BotQ) this year to build robots. Brett Adcock | Robotics | 39% | ||
| 0.59 | github_release 2024-07-23 | 239_013 Tesla will release an improved Optimus design every year Elon Musk | Robotics | 37% | ||
| 0.59 | github_release 2025-09-17 | CYB_029 Corporate API providers will increasingly restrict third-party agent harnesses (exemplified by Anthropic's April 2026 ban of OpenClaw) — this structural conflict highlights the precarious nature of building autonomous enterprises atop proprietary APIs,... Anthropic | AI | 80% | ||
| 0.59 | github_release 2024-10-24 | CYB_009 Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par... David Holz | AI | 77% | ||
| 0.59 | github_release 2026-01-21 | 237_018 We are seeing a Cambrian explosion of OpenClaw variants (PicoClaw, IronClaw, NanoClaw, Nanobot, etc.) with many more to come. Alex Wissner-Gross | AI | 40% | ||
| 0.59 | github_release 2024-10-29 | 229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock | Robotics | 69% | ||
| 0.59 | github_release 2020-05-25 | COD_ROB_002 1X ships first paid NEO Early Access units to US homes in 2026 Codex Research Pack | Robotics | 27% | ||
| 0.59 | Will Bayern München reach the UEFA Champions League final?(market prob: 0%) | polymarket 2026-03-05 | 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% | |
| 0.59 | Canadiens vs. Sabres(market prob: 46%) | polymarket 2026-05-04 | 248_014 If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip. Alex Wissner-Gross | AI | 32% | |
| 0.59 | 76ers vs. Knicks: O/U 215.5(market prob: 46%) | polymarket 2026-05-05 | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin | AI | 75% | |
| 0.59 | Will Marco Rubio win the 2028 US Presidential Election?(market prob: 14%) | polymarket 2025-07-08 | 238_061 Massive social unrest / trough in 2026-2027, rebound in 2028 Dave Blundin | Macro/Economy | 50% | |
| 0.59 | Will Renan Santos win the 2026 Brazilian presidential election?(market prob: 11%) | polymarket 2025-09-17 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | |
| 0.59 | polymarket 2025-07-28 | 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% | ||
| 0.59 | Will Donald Trump visit China on May 13, 2026?(market prob: 99%) | polymarket 2026-04-27 | 242_037 China will land on the moon before end of 2030 China (government) | Space | 46% | |
| 0.59 | Will Manifest 2027 have the option to buy tickets using mana?(market prob: 64%) | manifold 2026-05-06 | 240_001 NVIDIA to reach at least $1 trillion in bookings/revenue through 2027 Jensen Huang | Markets/Stocks | 78% | |
| 0.59 | Will this market appear on a mug?(market prob: 26%) | manifold 2026-05-06 | 246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket | AI | 45% | |
| 0.59 | arxiv 2026-05-05 | 240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman | AI | 41% | ||
| 0.59 | arxiv 2026-05-05 | 242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross | AI | 35% | ||
| 0.59 | arxiv 2026-05-05 | SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin | AI/Architecture | 65% | ||
| 0.59 | arxiv 2026-05-05 | 233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt | AI | 39% | ||
| 0.59 | arxiv 2026-05-05 | 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% | ||
| 0.59 | arxiv 2026-05-04 | 235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross | AI | 35% | ||
| 0.59 | arxiv 2026-05-04 | INF_027 AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC. Demis Hassabis | Biotech/Longevity | 38% | ||
| 0.59 | arxiv 2026-05-04 | 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% | ||
| 0.59 | arxiv 2026-05-05 | FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community | AI | 100% | ||
| 0.59 | arxiv 2026-05-05 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.59 | arxiv 2026-05-05 | CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin | Markets/Stocks | 52% | ||
| 0.59 | arxiv 2026-05-05 | FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community | AI | 100% | ||
| 0.59 | arxiv 2026-05-05 | FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community | AI | 100% | ||
| 0.59 | arxiv 2026-05-05 | 248_022 Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings. Alex Wissner-Gross | Markets/Stocks | 42% | ||
| 0.59 | arxiv 2026-05-05 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.59 | arxiv 2026-05-04 | TK01 AGI Capability Plateau (2026-27 Training Stall) | — | 15% | ||
| 0.59 | arxiv 2026-05-04 | 238_001 Cost drop in AI models will make them much more accessible to many more people Unknown | AI | 37% | ||
| 0.59 | arxiv 2026-05-04 | AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross | AI | 59% | ||
| 0.59 | arxiv 2026-05-04 | 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% | ||
| 0.59 | arxiv 2026-05-04 | 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% | ||
| 0.59 | arxiv 2026-05-05 | AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross | AI | 59% | ||
| 0.59 | arxiv 2026-05-05 | 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% | ||
| 0.59 | arxiv 2026-05-04 | 240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman | AI | 41% | ||
| 0.59 | arxiv 2026-05-04 | FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community | AI | 100% | ||
| 0.59 | arxiv 2026-05-05 | 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% | ||
| 0.59 | arxiv 2026-05-05 | 242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross | AI | 35% | ||
| 0.59 | arxiv 2026-05-04 | FUT_020 Profound structural collision: exponential AI cognitive bandwidth (Webb LAMs FUT_004) colliding with Zeihan demographic atrophy (FUT_007) forces corporations + sovereign states to delegate supply chain logistics, financial forecasting, infrastructure m... Multi-Forecaster Synthesis | Labor/Jobs | 45% | ||
| 0.59 | FDA ANDA220660: ELTROMBOPAG OLAMINE (ELTROMBOPAG OLAMINE) — AIZANT | fda 2026-04-28 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 36% | |
| 0.59 | FDA ANDA211182: ANDA211182 ((unspecified)) — HETERO LABS LTD V | fda 2026-04-16 | COD_BIO_002 An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027 Codex Research Pack | Biotech/Longevity | 50% | |
| 0.59 | github_release 2026-03-23 | 241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis | Labor/Jobs | 47% | ||
| 0.59 | Will CA River Plate win on 2026-05-07?(market prob: 49%) | polymarket 2026-04-10 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | |
| 0.59 | Will Finland be in the top 10 at Eurovision 2026?(market prob: 97%) | polymarket 2026-02-17 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | |
| 0.59 | manifold 2026-05-07 | COD_ROB_003 At least two humanoid vendors exceed 1,000 cumulative deployed robots by end 2027 Codex Research Pack | Robotics | 33% | ||
| 0.59 | manifold 2026-05-07 | AUT_026 By the 2030s, autonomous nanobots will be deployed directly into the human bloodstream — microscopic autonomous agents acting as internal bio-surveillance network, detecting and repairing cellular damage and biological decline faster than it naturally ... Ray Kurzweil | Biotech/Longevity | 18% | ||
| 0.59 | will i get gold at amm 2026(market prob: 78%) | manifold 2026-05-07 | 247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis | AI | 50% | |
| 0.59 | arxiv 2026-05-06 | AI_025 Most current generative AI wrappers are transient — they will fade into the background as infrastructure layers, analogous to Radio Shack fading in the Windows/PC era; winners will be infrastructure and verticalized depth plays, not thin API-wrapper apps. Mark Cuban | AI | 60% | ||
| 0.59 | arxiv 2026-05-06 | IND_014 Generative AI has rendered static one-size-fits-all learning structurally obsolete — 'every textbook is obsolete' as AI tutors construct personalized lessons mapped perfectly to student mastery level; total disintermediation of the human academic teach... Joe Liemandt | Education | 48% | ||
| 0.59 | arxiv 2026-05-05 | 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% | ||
| 0.59 | FDA NDA020785: THALOMID (THALIDOMIDE) — BRISTOL-MYERS | fda 2026-04-27 | CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang | Semis | 83% | |
| 0.59 | github_release 2022-06-15 | IND_005 Convergence of computational biology + AI-driven data modeling + CRISPR gene editing enables bringing back extinct species — Form Bio platform (spun out 2022) enables successful resurrection of woolly mammoth and Tasmanian tiger within the decade (by ~... Ben Lamm | Biotech/Longevity | 33% | ||
| 0.59 | github_release 2026-03-17 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 36% | ||
| 0.59 | Valorant: KRÜ Esports vs Evil Geniuses - Map 1 Winner(market prob: 73%) | polymarket 2026-05-03 | 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% | |
| 0.59 | Will Mauricio Cardenas win the 2026 Colombian presidential election?(market prob: 0%) | polymarket 2025-07-28 | 234_035 Massive social unrest will come before the next US presidential election Dave Blundin | Geopolitics | 50% | |
| 0.59 | 2026 Balance of Power: R Senate, R House(market prob: 17%) | polymarket 2025-07-11 | 247_025 Super PACs will determine election outcomes at order of magnitude bigger than before Dave Blundin | Geopolitics | 42% | |
| 0.59 | Will Evan Pettus be the leader of Venezuela end of 2026?(market prob: 0%) | polymarket 2026-01-04 | 232_059 Universal basic equity / sovereign dividends will eventually put everyone on capital side of ledger. Alex Wissner-Gross | Macro/Economy | 34% | |
| 0.59 | O/U 2.5 Rounds(market prob: 56%) | polymarket 2026-04-18 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | |
| 0.59 | arxiv 2026-05-07 | 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% | ||
| 0.59 | arxiv 2026-05-07 | 235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross | AI | 35% | ||
| 0.59 | 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% | ||
| 0.59 | arxiv 2026-05-07 | 248_048 AI models will move to a post-binary (sub-one-bit) numerical precision paradigm. Alex Wissner-Gross | AI | 34% | ||
| 0.59 | arxiv 2026-05-07 | AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross | AI | 59% | ||
| 0.59 | arxiv 2026-05-07 | 229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock | Robotics | 69% | ||
| 0.59 | arxiv 2026-05-07 | FUT_020 Profound structural collision: exponential AI cognitive bandwidth (Webb LAMs FUT_004) colliding with Zeihan demographic atrophy (FUT_007) forces corporations + sovereign states to delegate supply chain logistics, financial forecasting, infrastructure m... Multi-Forecaster Synthesis | Labor/Jobs | 45% | ||
| 0.59 | arxiv 2026-05-07 | 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% | ||
| 0.59 | arxiv 2026-05-07 | 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% | ||
| 0.59 | arxiv 2026-05-07 | CYB_004 The Agentic AI Foundation (AAIF) under the Linux Foundation — backed by Dorsey plus major cloud providers and AI labs — will establish vendor-neutral open-governance protocols for agent orchestration, ensuring critical 2030s infrastructure is not monop... Jack Dorsey | AI | 58% | ||
| 0.59 | arxiv 2026-05-07 | 235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross | AI | 35% | ||
| 0.59 | arxiv 2026-05-07 | CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin | Markets/Stocks | 52% | ||
| 0.59 | arxiv 2026-05-06 | 242_059 Self-flying eVTOLs will be the norm given AI safety advantages Dave Blundin | Auto/Transport | 45% | ||
| 0.59 | arxiv 2026-05-06 | 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% | ||
| 0.59 | arxiv 2026-05-07 | CMQ_062 Physicists are successfully demonstrating quantum interference with increasingly larger physical masses — rapid quantum-hardware advancement. Alex Wissner-Gross | Quantum | 62% | ||
| 0.59 | arxiv 2026-05-06 | 231_019 Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years. Alex Wissner-Gross | Other | 39% | ||
| 0.59 | arxiv 2026-05-06 | 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% | ||
| 0.59 | arxiv 2026-05-06 | 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% | ||
| 0.59 | arxiv 2026-05-06 | CMQ_062 Physicists are successfully demonstrating quantum interference with increasingly larger physical masses — rapid quantum-hardware advancement. Alex Wissner-Gross | Quantum | 62% | ||
| 0.59 | arxiv 2026-05-05 | 247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross | Biotech/Longevity | 44% | ||
| 0.59 | FDA ANDA217239: TORSEMIDE (TORSEMIDE) — MICRO LABS | fda 2026-05-01 | 233_019 Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback. Joe Liemandt | Education | 35% | |
| 0.59 | FDA ANDA213929: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — LEADING | fda 2026-05-05 | 245_027 Colossal DNA synthesis delivery will reach 20x the largest prior delivery by end of 2026 Ben Lamm | Biotech/Longevity | 41% | |
| 0.59 | Will Vancouver Whitecaps FC win on 2026-05-09?(market prob: 47%) | polymarket 2026-04-12 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Will Trump agree to Iranian enrichment of uranium by May 31?(market prob: 1%) | polymarket 2026-04-29 | 232_021 No chance AI will be paused in the next three years given current administration and China competition. Dave Blundin | Geopolitics | 75% | |
| 0.59 | polymarket 2026-05-05 | S_MARS_2028 Mars uncrewed: 2028 transfer window (most likely first attempt) | mars_uncrewed_landing | 50% | ||
| 0.59 | edgar_8k 2026-05-08 | INF_065 Uber has committed an initial $100 million specifically to develop EV charging infrastructure tailored for robotaxis in major urban centers — starting with Los Angeles, the San Francisco Bay Area, and Dallas. Dara Khosrowshahi | Auto/Transport | 70% | ||
| 0.59 | Will Tottenham Hotspur FC win on 2026-05-11?(market prob: 54%) | polymarket 2026-04-28 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Will Ugo Humbert win the 2026 Men's French Open?(market prob: 1%) | polymarket 2026-01-02 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | |
| 0.59 | polymarket 2026-04-13 | 246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket | AI | 45% | ||
| 0.59 | Will Amir Ohana be the next Prime Minister of Israel?(market prob: 0%) | polymarket 2025-11-14 | S_AI_PAUSE_2027 AI pause beginning 2027 | ai_regulatory_pause | 10% | |
| 0.59 | Will the top HN story have 500+ points when this resolves?(market prob: 74%) | manifold 2026-05-10 | 248_012 AI incidents documented harms will go up way higher beyond the already-reported rise. Dave Blundin | AI | 50% | |
| 0.59 | Will the top HN story have 500+ points when this resolves?(market prob: 74%) | manifold 2026-05-10 | CMQ_036 SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + HBM4) throughout 2026. Morgan Stanley | Semis/Memory | 68% | |
| 0.59 | polymarket 2026-03-19 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | ||
| 0.59 | Will Naftali Bennett be the next Prime Minister of Israel?(market prob: 13%) | polymarket 2025-11-14 | S_AI_PAUSE_2027 AI pause beginning 2027 | ai_regulatory_pause | 10% | |
| 0.59 | Will El Masry SC win on 2026-05-20?(market prob: 31%) | polymarket 2026-05-06 | 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% | |
| 0.59 | Will SF Prop A, June 2026, pass?(market prob: 70%) | manifold 2026-05-11 | 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% | |
| 0.59 | manifold 2026-05-11 | 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% | ||
| 0.59 | edgar_8k 2026-05-11 | S_HUMANOID_ENTERPRISE_2028 Humanoid R2: 100K+ enterprise by Nov 2028 | humanoid_deployment | 50% | ||
| 0.59 | edgar_8k 2026-05-11 | INF_065 Uber has committed an initial $100 million specifically to develop EV charging infrastructure tailored for robotaxis in major urban centers — starting with Los Angeles, the San Francisco Bay Area, and Dallas. Dara Khosrowshahi | Auto/Transport | 70% | ||
| 0.59 | edgar_8k 2026-05-11 | 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% | ||
| 0.59 | edgar_8k 2026-05-11 | 240_034 Morgan Stanley forecasts 13-40GW data center power shortfall through 2028 Morgan Stanley | Energy | 47% | ||
| 0.59 | edgar_8k 2026-05-11 | FUT_019 Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i... Multi-Forecaster Synthesis | Biotech/Longevity | 31% | ||
| 0.59 | github_release 2026-04-16 | SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin | AI/Architecture | 65% | ||
| 0.59 | github_release 2025-12-08 | 232_014 Recursive self-improvement is already here, not 12 months away. Alex Wissner-Gross | AI | 70% | ||
| 0.59 | github_release 2025-08-21 | 247_057 Parameter scaling race is over; frontier labs plateauing at 10T parameters Alex Wissner-Gross | AI | 41% | ||
| 0.59 | github_release 2025-04-23 | 248_022 Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings. Alex Wissner-Gross | Markets/Stocks | 42% | ||
| 0.59 | US strike on Cuba by December 31?(market prob: 48%) | polymarket 2026-01-04 | 235_006 By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent. Dave Blundin | AI | 50% | |
| 0.59 | Will Racing Club de Lens win on 2026-05-13?(market prob: 30%) | polymarket 2026-04-30 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | |
| 0.59 | Will Chong Won-oh win the 2026 Seoul Mayoral Election(market prob: 78%) | polymarket 2025-11-12 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | |
| 0.59 | Will any country leave NATO by June 30, 2026?(market prob: 2%) | polymarket 2025-10-09 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Däilÿ Cöin Flip - Day 3⅖(market prob: 50%) | manifold 2026-05-12 | TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal) | — | 8% | |
| 0.59 | manifold 2026-05-12 | 231_029 Millisecond real-time dispute resolution will replace current court systems. Dave Blundin | Other | 49% | ||
| 0.59 | manifold 2026-05-12 | FUT_023 'Demographic bifurcation' 2026-2031: widening divides in size, growth, and structure of populations globally — creates extreme socioeconomic friction between aging wealthy nations (US, EU, Japan, Korea, China) and younger resource-starved regions (Afri... Ian Bremmer | Geopolitics | 68% | ||
| 0.59 | edgar_8k 2026-05-12 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.59 | edgar_8k 2026-05-12 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.59 | Dota 2: ex-HEROIC vs Virtus.pro - Game 2 Winner(market prob: 0%) | polymarket 2026-05-11 | 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% | |
| 0.59 | Counter-Strike: B8 vs Vitality - Map 1 Winner(market prob: 0%) | polymarket 2026-05-13 | 241_027 China will win low-end robotic hardware race Eric Schmidt | Robotics | 49% | |
| 0.59 | Will Russia enter Kherson by June 30?(market prob: 2%) | polymarket 2025-12-23 | 239_003 We are currently in AI hard takeoff Elon Musk | AI | 47% | |
| 0.59 | Games Total: O/U 2.5(market prob: 0%) | polymarket 2026-05-13 | 237_017 The entire SaaS market is going to zero because features can be rebuilt in five minutes with agents. Alex Finn | Markets/Stocks | 45% | |
| 0.59 | Will Lens win the 2025–26 French Ligue 1?(market prob: 0%) | polymarket 2025-07-22 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.59 | Will Han Dong-hoon win the 2026 Seoul Mayoral Election(market prob: 0%) | polymarket 2025-11-12 | 236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang | Geopolitics | 51% | |
| 0.59 | Däilÿ Cöin Flip - Day 9¾(market prob: 50%) | manifold 2026-05-13 | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | 20% | |
| 0.59 | arxiv 2026-05-12 | 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% | ||
| 0.59 | arxiv 2026-05-12 | SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin | AI/Architecture | 65% | ||
| 0.59 | arxiv 2026-05-12 | 248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin | AI | 50% | ||
| 0.59 | arxiv 2026-05-12 | 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% | ||
| 0.59 | arxiv 2026-05-12 | 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% | ||
| 0.59 | arxiv 2026-05-12 | 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% | ||
| 0.59 | arxiv 2026-05-12 | FUT_001 Algorithmic systems (LLMs) will match the accuracy of the world's most elite human superforecasters by November 2026 per ForecastBench linear-extrapolation of current learning curves; 95% CI stretches Dec 2025 to Jan 2028. Validation metric: LLMs achie... Superforecaster Community | AI | 48% | ||
| 0.59 | arxiv 2026-05-12 | FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community | AI | 100% | ||
| 0.59 | arxiv 2026-05-12 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.59 | arxiv 2026-05-12 | 231_004 The solution wavefront will spread from math/coding to physics, chemistry, and other fields. Alex Wissner-Gross | AI | 40% | ||
| 0.59 | GTA VI released before June 2026?(market prob: 0%) | polymarket 2025-05-02 | 242_010 By end of 2026, a full GPU will be able to do brain surgery or discover new math/physics Dave Blundin | AI | 50% | |
| 0.59 | polymarket 2026-04-29 | CMQ_020 Nearly $2.5 trillion of AI-related infrastructure investment will flow through the global economy by 2028; >80% of that spending is still ahead of the market as of early 2026. Morgan Stanley | Macro/Economy | 61% | ||
| 0.59 | polymarket 2026-02-05 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | ||
| 0.59 | Strait of Hormuz traffic returns to normal by July 31?(market prob: 33%) | polymarket 2026-05-06 | 231_015 Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models. Alex Wissner-Gross | AI | 34% | |
| 0.59 | Strait of Hormuz traffic returns to normal by July 31?(market prob: 33%) | polymarket 2026-05-06 | CMQ_020 Nearly $2.5 trillion of AI-related infrastructure investment will flow through the global economy by 2028; >80% of that spending is still ahead of the market as of early 2026. Morgan Stanley | Macro/Economy | 61% | |
| 0.59 | Will Trump say "Tariff" during events with Xi Jinping?(market prob: 32%) | polymarket 2026-05-04 | 238_048 US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt) Eric Schmidt | Geopolitics | 45% |