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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 963, 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 | |
|---|---|---|---|---|---|---|
| 0.63 | FDA ANDA087003: ROXICET (ACETAMINOPHEN) — HIKMA | fda 2026-06-18 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 31% | |
| 0.63 | FDA ANDA078778: TRAMADOL HYDROCHLORIDE AND ACETAMINOPHEN (ACETAMINOPHEN) — SENORES PHARMS | fda 2026-06-18 | COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack | Biotech/Longevity | 47% | |
| 0.63 | Will the price of Bitcoin be above $58,000 on July 4?(market prob: 100%) | polymarket 2026-06-27 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.63 | Will James Fishback be the Republican nominee for Florida Governor?(market prob: 4%) | polymarket 2025-11-25 | 236_011 Independent/third party presidential run possible in 2028 election Andrew Yang | Geopolitics | 46% | |
| 0.63 | Will Bitcoin dip to $60,000 on July 3?(market prob: 0%) | polymarket 2026-07-03 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.63 | Will the price of Ethereum be above $1,800 on July 4?(market prob: 12%) | polymarket 2026-06-27 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.63 | Daily Coinflip(market prob: 50%) | manifold 2026-07-03 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | |
| 0.63 | Will Bitcoin reach $90,000 in April?(market prob: 0%) | polymarket 2026-04-02 | 247_040 AI agents will invent their own currencies, won't stick with Bitcoin Alex Wissner-Gross | Crypto | 16% | |
| 0.63 | Gensyn FDV above $400M one day after launch?(market prob: 100%) | polymarket 2025-12-25 | 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% | |
| 0.63 | Will Ségolène Royal win the 2027 French presidential election?(market prob: 1%) | polymarket 2025-11-12 | 234_035 Massive social unrest will come before the next US presidential election Dave Blundin | Geopolitics | 36% | |
| 0.63 | Pharos FDV above $800M one day after launch?(market prob: 100%) | polymarket 2026-04-02 | 246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket | AI | 37% | |
| 0.63 | polymarket 2025-10-10 | 236_008 First $100 trillion dollar companies and multi-trillionaires will come online Peter Diamandis | Markets/Stocks | 53% | ||
| 0.63 | Will I finish my library takeouts before theyre due?(market prob: 31%) | manifold 2026-04-28 | 243_042 Within-hour delivery of anything to home is focus going forward Dara Khosrowshahi | Consumer | 51% | |
| 0.63 | manifold 2026-04-25 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | ||
| 0.63 | manifold 2026-04-24 | 242_023 World will have 10x more wealth around 2034-2036 Dave Blundin | Macro/Economy | 34% | ||
| 0.63 | Will Build a Bear outperform the SP500 for the year of 2027?(market prob: 39%) | manifold 2026-04-23 | 230_022 Elon plans to produce tens of millions of robots per year in just a few years. Elon Musk | Robotics | 31% | |
| 0.63 | gdelt 2026-04-30 | 235_017 OpenAI will likely go public at north of $1 trillion valuation. Peter Diamandis | Markets/Stocks | 48% | ||
| 0.63 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.63 | gdelt 2026-04-30 | 235_017 OpenAI will likely go public at north of $1 trillion valuation. Peter Diamandis | Markets/Stocks | 48% | ||
| 0.63 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.63 | gdelt 2026-04-30 | 241_057 Elon Musk believes robot building robot is imminent Elon Musk | Robotics | 45% | ||
| 0.63 | 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% | ||
| 0.63 | gdelt 2026-04-30 | FUT_018 Rise of 'Energy Islanding' 2026-2031 — sovereign nations possessing BOTH geographic solar irradiance for massive arrays AND secure domestic raw materials (copper, lithium, cobalt, rare earths) for battery storage achieve unparalleled industrial autonom... Multi-Forecaster Synthesis | Energy | 39% | ||
| 0.63 | gdelt 2026-04-30 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | ||
| 0.63 | Will Marine Tondelier win the 2027 French presidential election?(market prob: 1%) | polymarket 2025-11-12 | 234_035 Massive social unrest will come before the next US presidential election Dave Blundin | Geopolitics | 36% | |
| 0.63 | Trump out as President by May 31?(market prob: 0%) | polymarket 2026-04-27 | 234_034 Andrew Yang predicts 20-50% of 70M US white collar workers could be displaced in 1-2 years Andrew Yang | Labor/Jobs | 45% | |
| 0.63 | Will Pete Buttigieg win the 2028 US Presidential Election?(market prob: 2%) | polymarket 2025-07-08 | 234_035 Massive social unrest will come before the next US presidential election Dave Blundin | Geopolitics | 36% | |
| 0.63 | will i get a medal at the IPO 2026?(market prob: 41%) | manifold 2026-04-30 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 20% | |
| 0.63 | Will the price of Bitcoin be above $74,000 on May 3?(market prob: 99%) | polymarket 2026-04-26 | TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal) | — | 8% | |
| 0.63 | Will Bitcoin dip to $76,000 on May 1?(market prob: 3%) | polymarket 2026-05-01 | TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal) | — | 8% | |
| 0.63 | Will the price of Bitcoin be above $80,000 on May 3?(market prob: 5%) | polymarket 2026-04-26 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.63 | Will 8 Fed rate cuts happen in 2026?(market prob: 0%) | polymarket 2025-09-29 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.63 | Bitcoin all time high by June 30, 2026?(market prob: 0%) | polymarket 2025-12-16 | 231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail | Crypto | 48% | |
| 0.63 | polymarket 2026-04-16 | 235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis | Space | 31% | ||
| 0.63 | Will Glenn Youngkin 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% | |
| 0.63 | Will the price of Bitcoin be above $78,000 on May 5?(market prob: 92%) | polymarket 2026-04-28 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.63 | Will the price of Bitcoin be above $78,000 on May 5?(market prob: 92%) | polymarket 2026-04-28 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.63 | Will the price of Bitcoin be above $84,000 on May 5?(market prob: 1%) | polymarket 2026-04-28 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.63 | polymarket 2025-07-08 | 234_035 Massive social unrest will come before the next US presidential election Dave Blundin | Geopolitics | 36% | ||
| 0.63 | Will a Historic Labor Strike occur in the United States before 2030?(market prob: 27%) | manifold 2026-05-04 | 243_031 Uber will have significantly more drivers in 2030 than today, including in US Dara Khosrowshahi | Labor/Jobs | 35% | |
| 0.63 | manifold 2026-05-04 | FUT_018 Rise of 'Energy Islanding' 2026-2031 — sovereign nations possessing BOTH geographic solar irradiance for massive arrays AND secure domestic raw materials (copper, lithium, cobalt, rare earths) for battery storage achieve unparalleled industrial autonom... Multi-Forecaster Synthesis | Energy | 39% | ||
| 0.63 | MicroStrategy sells any Bitcoin by June 30, 2026?(market prob: 71%) | polymarket 2025-11-19 | 247_038 Bitcoin upgrade will come before quantum threat does (Saylor) Michael Saylor | Crypto | 48% | |
| 0.63 | Will the price of Bitcoin be above $76,000 on May 6?(market prob: 100%) | polymarket 2026-04-29 | 246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis | Markets/Stocks | 50% | |
| 0.63 | Will the price of Bitcoin be above $70,000 on May 7?(market prob: 100%) | polymarket 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.63 | Will the price of Bitcoin be above $78,000 on May 6?(market prob: 99%) | polymarket 2026-04-29 | INF_068 2026 will be a watershed year for state and institutional Bitcoin accumulation — nations will drive a sustained Bitcoin shopping spree, formalizing digital assets as reserve infrastructure. Michael Saylor | Crypto | 29% | |
| 0.63 | manifold 2026-05-05 | 234_035 Massive social unrest will come before the next US presidential election Dave Blundin | Geopolitics | 36% | ||
| 0.63 | Will SpaceX Plan a booster catch on Flight 12?(market prob: 17%) | manifold 2026-05-05 | SPC_012 SpaceX will perfect orbital refueling architectures by 2027 — the critical prerequisite for future Mars missions, enabling Starship depot-based beyond-LEO operations. Peter Diamandis | Space | 41% | |
| 0.63 | Alcatraz transfer language passed by either chamber by end of 2026?(market prob: 26%) | manifold 2026-05-05 | S_MARS_2026 Mars uncrewed: 2026 transfer window | mars_uncrewed_landing | 25% | |
| 0.63 | FDA ANDA215575: ANDA215575 ((unspecified)) — QILU PHARM HAINAN | fda 2026-04-15 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 31% | |
| 0.63 | FDA ANDA219271: CYCLOPHOSPHAMIDE (CYCLOPHOSPHAMIDE) — HETERO LABS LIMITED | fda 2026-04-29 | 242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross | Biotech/Longevity | 31% | |
| 0.63 | FDA ANDA217772: FOSFOMYCIN TROMETHAMINE (FOSFOMYCIN TROMETHAMINE) — AUCTA | fda 2026-04-09 | COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack | Biotech/Longevity | 47% | |
| 0.63 | FDA ANDA090169: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD | fda 2026-04-10 | COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack | Biotech/Longevity | 47% | |
| 0.63 | github_release 2026-04-28 | 247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross | AI | 41% | ||
| 0.63 | github_release 2026-04-08 | 241_037 Chinese AI strategy will stay open source / open weights Eric Schmidt | AI | 49% | ||
| 0.63 | github_release 2026-03-13 | 241_037 Chinese AI strategy will stay open source / open weights Eric Schmidt | AI | 49% | ||
| 0.63 | github_release 2026-02-24 | 235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross | AI | 42% | ||
| 0.63 | github_release 2025-12-11 | 235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross | AI | 42% | ||
| 0.63 | github_release 2025-12-10 | 235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross | AI | 42% | ||
| 0.63 | github_release 2025-11-13 | 234_017 OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks OpenAI Codex Lead | AI | 33% | ||
| 0.63 | github_release 2023-04-05 | 239_003 We are currently in AI hard takeoff Elon Musk | AI | 47% | ||
| 0.63 | github_release 2022-12-13 | CMQ_010 True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient. Demis Hassabis | AI | 49% | ||
| 0.63 | github_release 2026-02-16 | 240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman | AI | 41% | ||
| 0.63 | github_release 2026-01-08 | 240_021 Post-transformer architecture will be even more specialized than GPUs Alex Wissner-Gross | AI | 35% | ||
| 0.63 | github_release 2025-03-12 | 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% | ||
| 0.63 | github_release 2024-10-24 | 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% | ||
| 0.63 | github_release 2024-03-07 | COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack | Semis | 50% | ||
| 0.63 | github_release 2024-10-17 | 240_020 New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI Dave Blundin | AI | 46% | ||
| 0.63 | github_release 2024-04-24 | 229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock | Robotics | 69% | ||
| 0.63 | github_release 2024-04-24 | SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin | AI/Architecture | 65% | ||
| 0.63 | Will the price of Bitcoin be above $74,000 on May 7?(market prob: 100%) | polymarket 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | |
| 0.63 | MicroStrategy sells any Bitcoin by December 31, 2026?(market prob: 88%) | polymarket 2025-12-04 | 247_038 Bitcoin upgrade will come before quantum threat does (Saylor) Michael Saylor | Crypto | 48% | |
| 0.63 | Will Bitcoin dip to $79,000 on May 6?(market prob: 1%) | polymarket 2026-05-06 | INF_068 2026 will be a watershed year for state and institutional Bitcoin accumulation — nations will drive a sustained Bitcoin shopping spree, formalizing digital assets as reserve infrastructure. Michael Saylor | Crypto | 29% | |
| 0.63 | arxiv 2026-05-05 | 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% | ||
| 0.63 | 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% | ||
| 0.63 | 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% | ||
| 0.63 | arxiv 2026-05-05 | 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% | ||
| 0.63 | arxiv 2026-05-05 | 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% | ||
| 0.63 | arxiv 2026-05-05 | 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% | ||
| 0.63 | arxiv 2026-05-04 | 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% | ||
| 0.63 | arxiv 2026-05-04 | 248_028 Personalized AI-designed medicine stories will repeat until it's n=10 billion. Alex Wissner-Gross | Biotech/Longevity | 38% | ||
| 0.63 | 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% | ||
| 0.63 | 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% | ||
| 0.63 | 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% | ||
| 0.63 | arxiv 2026-05-05 | SPC_021 Relativity Space will revolutionize manufacturing of atmospheric and orbital vehicles by layering AI/ML software with intelligent robotics — drastically reducing part counts and manufacturing latency via autonomous rocket-construction pipelines. Eric Schmidt | Space | 45% | ||
| 0.63 | arxiv 2026-05-04 | 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% | ||
| 0.63 | 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% | ||
| 0.63 | 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% | ||
| 0.63 | arxiv 2026-05-04 | 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% | ||
| 0.63 | arxiv 2026-05-05 | 238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross | AI | 42% | ||
| 0.63 | arxiv 2026-05-05 | 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% | ||
| 0.63 | arxiv 2026-05-05 | 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% | ||
| 0.63 | arxiv 2026-05-04 | 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% | ||
| 0.63 | arxiv 2026-05-04 | 238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross | AI | 42% | ||
| 0.63 | 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% | ||
| 0.63 | arxiv 2026-05-04 | 229_044 Positive transfer learning will continue to emerge, meaning more diverse data makes Figure robots broadly better at many tasks. Brett Adcock | AI | 35% | ||
| 0.63 | arxiv 2026-05-04 | 230_040 AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly. Peter Diamandis | AI | 27% | ||
| 0.63 | arxiv 2026-05-05 | S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030 | robotaxi_deployment | 30% | ||
| 0.63 | arxiv 2026-05-04 | 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% | ||
| 0.63 | arxiv 2026-05-05 | SEM_033 AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas). Alex Wissner-Gross | AI/Physics | 56% | ||
| 0.63 | FDA ANDA090607: LAMOTRIGINE (LAMOTRIGINE) — ALEMBIC PHARMS LTD | fda 2026-04-13 | COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack | Biotech/Longevity | 47% |