Validations Queue

94,964 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 278 of 881, 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.

Pending (total)

94,964

Reviewed

Filtered

88,057

page 278 / 881

Showing on page

100

Filters

URL params control source + min-similarity threshold

Source

All (94964)arxiv (44382)codex_research_pack (134)edgar_8k (3306)fda (4550)gdelt (1218)github_release (3097)manifold (9712)polymarket (28565)

Page size

50 100 200 500

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.

Threshold:Source:Action:

Source0 selected · 0 visible

Bulk action

Sim	Doc	Source	Pred	Domain	Prior
0.64	Discovery of Hidden Miscalibration Regimes	arxiv 2026-05-13	CMQ_058 Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency. Alex Finn	AI/Compute	59%
0.64	Contextual Bandits for Resource-Constrained Devices using Probabilistic Learning	arxiv 2026-05-13	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%
0.64	KamonBench: A Grammar-Based Dataset for Evaluating Compositional Factor Recovery in Vision-Language Models	arxiv 2026-05-13	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%
0.64	Physics Guided Generative Optimization for Trotter Suzuki Decomposition	arxiv 2026-05-13	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%
0.64	EMO: Frustratingly Easy Progressive Training of Extendable MoE	arxiv 2026-05-13	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%
0.64	DP-Muon: Differentially Private Optimization via Matrix-Orthogonalized Momentum	arxiv 2026-05-13	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%
0.64	Will these people be rank 1 in their province in the provincial round of 2026 Indonesia National Mathematical Olympiad?	manifold 2026-05-15	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%
0.64	Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models	arxiv 2026-05-14	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%
0.64	TILBench: A Systematic Benchmark for Tabular Imbalanced Learning Across Data Regimes	arxiv 2026-05-14	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%
0.64	Temporal Fair Division in Multi-Agent Systems: From Precise Alternation Metrics to Scalable Coordination Proxies	arxiv 2026-05-14	238_037 Network effects, economics, and game theory will persist in AI agent economy (no singleton takeover) Alex Wissner-Gross	AI	42%
0.64	Crys-JEPA: Accelerating Crystal Discovery via Embedding Screening and Generative Refinement	arxiv 2026-05-14	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%
0.64	NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces	arxiv 2026-05-14	INF_072 There is approximately a 50/50 chance that simply scaling existing methodologies (transformer architecture + more data + more compute) will be enough to reach AGI — though "nowhere near" human-level AGI currently. Demis Hassabis	AI	40%
0.64	Discovering Physical Directions in Weight Space: Composing Neural PDE Experts	arxiv 2026-05-14	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.64	A Novel Schur-Decomposition-Based Weight Projection Method for Stable State-Space Neural-Network Architectures	arxiv 2026-05-14	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.64	Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic	arxiv 2026-05-14	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%
0.64	Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic	arxiv 2026-05-14	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%
0.64	Quantum Advantage in Multi Agent Reinforcement Learning	arxiv 2026-05-14	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.64	ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows	arxiv 2026-05-13	IND_003 Latency of medical truth actively collapsing — genomic sequencing for newborns in neonatal intensive care units (NICUs) reduced to a 4-hour window, effectively moving diagnostics from 'wait and see' paradigm to real-time intervention; convergence of ph... Alex Wissner-Gross	Biotech/Longevity	46%
0.64	Will the price of Bitcoin be above $82,000 on May 17?(market prob: 1%)	polymarket 2026-05-10	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Reserve Bank of Australia (RBA) decision in September?	manifold 2026-05-16	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	34%
0.64	FDA NDA210308: YONSA (ABIRATERONE ACETATE) — SUN PHARM	fda 2026-05-13	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	Will the price of Bitcoin be above $84,000 on May 18?(market prob: 0%)	polymarket 2026-05-11	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will the price of Bitcoin be above $82,000 on May 18?(market prob: 1%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $86,000 on May 18?(market prob: 0%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $72,000 on May 18?(market prob: 100%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will SPY close above $750 on Monday, May 18, 2026?(market prob: 11%)	manifold 2026-05-16	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $70,000 on May 19?(market prob: 100%)	polymarket 2026-05-12	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will Solana dip to $60 in May?(market prob: 4%)	polymarket 2026-05-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the May 2026 US nonfarm payrolls report show fewer than 100,000 jobs added?(market prob: 67%)	manifold 2026-05-16	247_056 Net job loss probably not; dynamism with some categories going away Alex Wissner-Gross	Labor/Jobs	37%
0.64	Will the US strike 8 countries in 2026?(market prob: 13%)	polymarket 2025-11-12	246_025 Sam Altman predicts world-shaking cyber attack this year (2026). Sam Altman	AI	47%
0.64	Will Bitcoin dip to $75,000 on May 19?(market prob: 1%)	polymarket 2026-05-19	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%
0.64	Will Bitcoin reach $78,000 on May 19?(market prob: 5%)	polymarket 2026-05-19	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will Bitcoin reach $79,000 on May 19?(market prob: 1%)	polymarket 2026-05-19	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations	arxiv 2026-05-18	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%
0.64	Are Sparse Autoencoder Benchmarks Reliable?	arxiv 2026-05-18	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%
0.64	A Simplex Witness Certificate for Constant Collapse in Variational Autoencoders	arxiv 2026-05-18	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.64	Foundation Models for Credit Risk Prediction: A Game Changer?	arxiv 2026-05-18	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%
0.64	SAS: Semantic-aware Sampling for Generative Dataset Distillation	arxiv 2026-05-18	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%
0.64	Enhancing the Code Reasoning Capabilities of LLMs via Consistency-based Reinforcement Learning	arxiv 2026-05-18	AUT_003 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natural-language intent while remaining entirely abstracted from underlying programming architecture; minimalist arch... Andrej Karpathy	AI	87%
0.64	Enhancing the Code Reasoning Capabilities of LLMs via Consistency-based Reinforcement Learning	arxiv 2026-05-18	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%
0.64	Agentic Cost-Aware Query Planning with Knowledge Distillation for Big Data Analytics	arxiv 2026-05-18	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%
0.64	AURORA: Contextual Orthogonalization for Geometric Representation Learning in Healthcare Foundation Models	arxiv 2026-05-18	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%
0.64	Testable and Actionable Calibration for Full Swap Regret	arxiv 2026-05-18	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%
0.64	Will the price of Bitcoin be above $72,000 on May 31?(market prob: 99%)	polymarket 2026-05-24	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will anyone beat the 281.85 wpm Monkeytype English 60 record before 2027?(market prob: 66%)	manifold 2026-05-28	239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk	AI	40%
0.64	Will Google Trends add "The Moon" as an selectable geographic location before January 1, 2028?(market prob: 11%)	manifold 2026-05-25	237_025 We are currently in the midst of the singularity, not waiting for it in the 2040s as originally expected. Peter Diamandis	AI	59%
0.64	Persona Conditioning of Brand Recommendations in Retrieval-Augmented Commercial Chat: A Prominence-Stratified Cross-Provider Audit	arxiv 2026-05-28	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%
0.64	PokerSkill: LLMs Can Play Expert-Level Poker without Training or Solvers	arxiv 2026-05-28	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%
0.64	REPOT: Recoverable Program-of-Thought via Checkpoint Repair	arxiv 2026-05-28	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%
0.64	Alignment-Guided Score Matching for Text-to-Image Alignment in Diffusion Models	arxiv 2026-05-28	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	RAISE: RAG Design as an Architecture Search Problem	arxiv 2026-05-28	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.64	Make LLM Learn to Synthesize from Streaming Experiences through Feedback	arxiv 2026-05-28	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%
0.64	On the Geometry of Games and their Solvers	arxiv 2026-05-28	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%
0.64	Selection Hyper-heuristics Can Automatically Adjust the Learning Period to Optimally Solve Pseudo-Boolean Problems	arxiv 2026-05-28	248_048 AI models will move to a post-binary (sub-one-bit) numerical precision paradigm. Alex Wissner-Gross	AI	34%
0.64	LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training	arxiv 2026-05-28	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.64	Quantifying and Optimizing Simplicity via Polynomial Representations	arxiv 2026-05-28	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%
0.64	LLM-Evolved Domain-Independent Heuristics for Symbolic AI Planning	arxiv 2026-05-28	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.64	DLM-SWAI: Steering Diffusion Language Models Before They Unmask	arxiv 2026-05-28	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	PhoneWorld: Scaling Phone-Use Agent Environments	arxiv 2026-05-28	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%
0.64	DynaFLIP: Rethinking Robotics Perception via Tri-Modal-Dynamics Guided Representation	arxiv 2026-05-28	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%
0.64	When, why, and how do diffusion posterior samplers fail? A finite-sample lens	arxiv 2026-05-28	231_004 The solution wavefront will spread from math/coding to physics, chemistry, and other fields. Alex Wissner-Gross	AI	40%
0.64	Mean-Field Diffuser: Scaling Offline MARL to Thousands of Agents	arxiv 2026-05-28	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%
0.64	When Do Graph Foundation Models Transfer? A Data-Centric Theory	arxiv 2026-05-28	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%
0.64	Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting	arxiv 2026-05-28	SEM_039 Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory. Jack Dorsey	Semis/ASICs	83%
0.64	Momentum Based Reward Design for Low Emission Traffic Signal Control	arxiv 2026-05-28	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%
0.64	Matching Rates and Optimal Allocation for Federated Probe-Logit Distillation under Heterogeneous Bandwidth Budgets	arxiv 2026-05-28	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%
0.64	K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance	arxiv 2026-05-28	AI_024 As AI-generated video becomes indistinguishable from reality, a massive economic resurgence in the 'Face-to-Face' (F2F) economy will emerge — live-event production, in-person experiences, and physical gatherings rebound as synthetic-reality counterweig... Mark Cuban	Consumer	45%
0.64	When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs	arxiv 2026-05-28	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.64	When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs	arxiv 2026-05-28	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%
0.64	GrepSeek: Training Search Agents for Direct Corpus Interaction	arxiv 2026-05-28	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.64	VideoFDB: Evaluating Full-Duplex Vision-Speech Capabilities in Conversational Agents	arxiv 2026-05-28	232_008 Real-time AI video generation will break any video/voice-based security mechanisms. Ben Horowitz	AI	46%
0.64	SafeRx-Agent: A Knowledge-Grounded Multi-Agent Framework for Safe and Explainable Medication Recommendation	arxiv 2026-05-27	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.64	Gaze2Act: Gaze-Conditioned Vision-Language-Action Policies for Interactive Robot Manipulation	arxiv 2026-05-28	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%
0.64	Multi-Resolution End-to-End Deep Neural Network for Optimizing Latency-Accuracy Tradeoff in Autonomous Driving	arxiv 2026-05-27	CMQ_043 In complex Agentic AI workloads, CPU-side processing accounts for 50-90% of end-to-end latency — validating CPU-bottleneck shift empirically. Morgan Stanley / Georgia Tech / Intel	AI/Compute	92%
0.64	FDA ANDA210040: METHOTREXATE SODIUM (METHOTREXATE SODIUM) — AMNEAL PHARMS	fda 2026-05-27	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	openai/openai-python v2.38.0	github_release 2026-05-21	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.64	Will the price of Bitcoin be above $70,000 on June 1?(market prob: 99%)	polymarket 2026-05-25	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will the price of Bitcoin be above $76,000 on June 2?(market prob: 0%)	polymarket 2026-05-26	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will Bitcoin dip to $60,000 in June?(market prob: 66%)	polymarket 2026-06-01	INF_069 Bitcoin's total addressable market will ultimately reach approximately $270 trillion — positioning it as "digital capital" and apex reserve asset, capturing global store-of-value demand currently distributed across real estate, gold, sovereign debt, an... Michael Saylor	Crypto	15%
0.64	Will Vitality win IEM Cologne Major 2026?(market prob: 31%)	polymarket 2026-04-06	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%
0.64	Will GamerLegion win IEM Cologne Major 2026?(market prob: 1%)	polymarket 2026-04-06	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%
0.64	FDA BLA761354: TOFIDENCE (TOCILIZUMAB-BAVI) — BIOGEN MA	fda 2026-05-22	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	openai/openai-python v2.40.0	github_release 2026-06-01	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.64	Will Bitcoin reach $90,000 in June?(market prob: 0%)	polymarket 2026-06-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will there be any news about another assassination attempt on Donald Trump this month?(market prob: 19%)	manifold 2026-06-02	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%
0.64	Bitcoin $80K in June?(market prob: 3%)	manifold 2026-06-02	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%
0.64	Permissive Safety Through Trusted Inference: Verifiable Belief-Space Neural Safety Filters for Assured Interactive Robotics	arxiv 2026-06-01	229_029 Humanoid robots could become safer than humans by a large margin, similar to autonomous cars. Brett Adcock	Robotics	33%
0.64	Moment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Events	arxiv 2026-06-01	232_008 Real-time AI video generation will break any video/voice-based security mechanisms. Ben Horowitz	AI	46%
0.64	Coordination Graphs for Constrained Multi-Agent Reinforcement Learning	arxiv 2026-06-01	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%
0.64	Faster Synchronous On-Policy RL via Straggler-Aware Group Sizing	arxiv 2026-06-01	FUT_021 Uncontrolled recursive self-improvement by AGI requires vast uninterrupted physical infrastructure, flawless power grids, perfect global supply chains for advanced semiconductors. In Zeihan-Bremmer world (severe demographic labor shortages, fragmented ... Superforecaster Community	AI	46%
0.64	Network Distributed Multi-Agent Reinforcement Learning for Consensus Control of Quadcopters	arxiv 2026-06-01	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.64	LALE: Lightweight-Transformer Architecture for Land-Cover Estimation	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories	arxiv 2026-06-01	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%
0.64	KliniskVestBERT: BERT Model Specialised to Norwegian Clinical Texts	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	Evaluation of Baseline Methods for IDD-based SSD External Memory Search	arxiv 2026-06-01	CMQ_058 Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency. Alex Finn	AI/Compute	59%
0.64	RoleCDE:Benchmarking and Mitigating Role-Alignment Trade-offs in Role-Playing Agents	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence	arxiv 2026-05-31	234_048 Next major revolutions in foundation models will come from small language models Alex Wissner-Gross	AI	41%
0.64	Riemannian Gradient Descent for Low-Rank Architectures	arxiv 2026-06-01	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%
0.64	Closing the Alignment-Maturity Gap in Federated Prototype Learning	arxiv 2026-06-01	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%
0.64	A Theoretical Framework for Self-Play Theorem Proving Algorithms	arxiv 2026-06-01	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%