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Sim	Doc	Source	Pred	Domain	Prior
0.63	Will the price of Bitcoin be above $58,000 on June 8?(market prob: 98%)	polymarket 2026-06-05	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $56,000 on June 8?(market prob: 100%)	polymarket 2026-06-05	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will June 2026 U.S. average hourly earnings rise at least 0.3% month-over-month?(market prob: 52%)	manifold 2026-06-07	235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin	AI	75%
0.63	Will Bitcoin dip to $59,000 on June 7?(market prob: 1%)	polymarket 2026-06-07	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Bitcoin dip to $59,000 on June 7?(market prob: 1%)	polymarket 2026-06-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Ethereum dip to $1,550 on June 7?(market prob: 1%)	polymarket 2026-06-07	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	41%
0.63	DEFINED: A Data-Efficient Computational Framework for Fine-Grained Creativity Assessment in Debate Scenarios	arxiv 2026-06-05	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	RETROSPECT: RETROsynthesis via Sequential Prediction, and Chemically Transformed-ranking	arxiv 2026-06-05	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	SCALE: Scalable Cross-Attention Learning with Extrapolation for Agentic Workflow Scheduling	arxiv 2026-06-05	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	A Held-Out Transition-Pair Falsifier for Long-Horizon Non-Abelian State Tracking	arxiv 2026-06-05	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	Robotic Policy Adaptation via Weight-Space Meta-Learning	arxiv 2026-06-05	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.63	Learning Fair Demand Models	arxiv 2026-06-05	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%
0.63	Learning Fair Demand Models	arxiv 2026-06-05	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%
0.63	Predictive Style Matching: Natural and Robust Humanoid Locomotion	arxiv 2026-06-05	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	Will the price of Bitcoin be above $66,000 on June 9?(market prob: 6%)	polymarket 2026-06-02	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 $66,000 on June 9?(market prob: 6%)	polymarket 2026-06-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $64,000 on June 9?(market prob: 47%)	polymarket 2026-06-02	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 $68,000 on June 9?(market prob: 1%)	polymarket 2026-06-02	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 $60,000 on June 9?(market prob: 98%)	polymarket 2026-06-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $62,000 on June 9?(market prob: 91%)	polymarket 2026-06-02	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will FromSoftware release new content for Elden Ring: Nightreign by EOY 2026?(market prob: 29%)	manifold 2026-06-08	233_009 A motivational learning bundle with video game designers will be released in 2026. Joe Liemandt	Education	36%
0.63	Will the price of Bitcoin be above $58,000 on June 10?(market prob: 97%)	polymarket 2026-06-03	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	(Auto)formalization is supposed to be easy: Trellis process semantics for spelling out rigorous proofs	arxiv 2026-06-08	231_027 Algorithmic arbitration with cryptographic verification will create programmable governments. Salim Ismail	Other	44%
0.63	(Auto)formalization is supposed to be easy: Trellis process semantics for spelling out rigorous proofs	arxiv 2026-06-08	237_022 Alex Finn plans to build an autonomous closed-loop organization where agents research, validate, code and deploy value on the web in coming years. Alex Finn	AI	44%
0.63	Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text	arxiv 2026-06-08	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.63	Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text	arxiv 2026-06-08	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	PRISM: Recovering Instruction Sets from Language Model Activations	arxiv 2026-06-08	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	Leveraging Structural Constraints for Diffusion-based Neural TSP Solvers	arxiv 2026-06-08	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%
0.63	Unified Energy for Invariant and Independent Decoding in Diffusion Language Models	arxiv 2026-06-08	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	OnlyDense: Reduced-Order Modeling for Lagrangian simulation	arxiv 2026-06-08	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	LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)	arxiv 2026-06-08	AI_010 The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new code, developer manual-coding skills atrophy, and engineering transitions from syntax-writing to high-level architectural prompting and 'vibe coding'. Andrej Karpathy	AI	90%
0.63	LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)	arxiv 2026-06-08	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%
0.63	TeamHerald@CHIPSAL 2026: Hate Speech Detection and Sentiment Analysis of Nepali Memes using Transformer-based Architectures and Ensemble Learning	arxiv 2026-06-07	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%
0.63	Data-driven discovery of governing differential equations across physical systems	arxiv 2026-06-08	AI_016 The 'cost of intelligence' collapse has officially superseded traditional Moore's Law dynamics — an AI experience curve enables bulk problem-solving across engineering, medicine, and mathematics at a fraction of historical compute costs. Alex Wissner-Gross	AI	82%
0.63	Investigating Calibration Challenges in Probabilistic Electricity Price Forecasting	arxiv 2026-06-08	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	Report the Floor: A Training-Free Conformal Interval Is a Mandatory Baseline for Probabilistic Time-Series Forecasting	arxiv 2026-06-08	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	Machine-Learning Emulation of Satellite Greenhouse Gas Retrievals: Stability over Time	arxiv 2026-06-08	CYB_030 Deploying agentic processing capabilities directly into orbit via the Vera Rubin Space-1 Module eliminates terrestrial data-routing bottlenecks but introduces extreme engineering challenges — dissipating computational heat purely through thermal radiat... Jensen Huang	Space	33%
0.63	The Injection Paradox: Brand-Level Suppression in Safety-Trained LLM Recommendations via RAG Context Injection	arxiv 2026-06-08	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	Synthetic but Not Realistic: The Evaluation Challenge in Generative Modelling for Structured Electronic Medical Records	arxiv 2026-06-08	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	ChinaHeritaQA: A Culturally-Grounded Visual Question Answering Dataset for World Heritage Sites in China	arxiv 2026-06-08	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	ProbeAct: Probe-Guided Training-Free Failure Recovery in Vision-Language-Action Models	arxiv 2026-06-08	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	Modeling Components and Connections in Cyber-Physical Systems	arxiv 2026-06-08	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	Goal Sets, Not Goal States: Queryable Robot Goals through Goal-Set Hindsight Relabeling	arxiv 2026-06-08	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	Guided Discovery of New Behaviors using Diffusion Policies	arxiv 2026-06-07	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%
0.63	FAWAM: Force-Aware World Action Models for Closed-Loop Contact-Rich Manipulation	arxiv 2026-06-07	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%
0.63	Asymptotic Algebras and Holography of Information in CGHS Model	arxiv 2026-06-08	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.63	Detector Resolution and Observable Infrared Memory in QED	arxiv 2026-06-07	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%
0.63	Will Russia test a nuclear weapon by June 30 2026?(market prob: 1%)	polymarket 2026-03-30	235_006 By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent. Dave Blundin	AI	50%
0.63	Will Canada win on 2026-06-12?(market prob: 53%)	polymarket 2026-04-06	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	Will the price of Bitcoin be above $54,000 on June 11?(market prob: 100%)	polymarket 2026-06-04	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $60,000 on June 11?(market prob: 83%)	polymarket 2026-06-04	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football	arxiv 2026-06-09	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%
0.63	Democratising Camera Trap AI: An Open-Source Model for Detecting UK Mammals	arxiv 2026-06-09	ROB_024 Automated robotics and AI-powered monitoring will establish a global network of BioVaults — a 21st-century high-tech backup plan for life on Earth; as humanity faces potential extinction of nearly half of Earth's species by 2050 due to climate and habi... Ben Lamm	Biotech/Longevity	43%
0.63	In Defense of Information Leakage in Concept-based Models	arxiv 2026-06-09	232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz	Geopolitics	44%
0.63	Post-Quantum Secure Federated DeFi for Inclusive Banking	arxiv 2026-06-09	AI_029 Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer. Morgan Stanley	AI	57%
0.63	Fast and Highly Expressive Policy Learning for Offline Reinforcement Learning via Bootstrapped Flow Q-Learning	arxiv 2026-06-09	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	Gaming AI-Assisted Peer Reviews Poses New Risks to the Scientific Community	arxiv 2026-06-08	CYB_024 The combination of generative AI and advanced synthetic biology is actively creating a 'ChatGPT moment' for genetic engineering — historical barriers to designing advanced, highly lethal pathogens drop precipitously; necessitating new national-security... Eric Schmidt	Defense	17%
0.63	GRAFT: Gain-Recalibrated Adapters for Transformer-Based Neural Population Activity Modeling	arxiv 2026-06-09	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	Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering	arxiv 2026-06-09	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	Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering	arxiv 2026-06-09	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%
0.63	N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization	arxiv 2026-06-09	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	Efficient AI-Inspired Reduction of Feynman Integrals via Tube Seeding	arxiv 2026-06-09	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%
0.63	ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?)	arxiv 2026-06-09	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	ClusBench: The Clustering Benchmark Data Resource You've All Been Waiting For (?)	arxiv 2026-06-09	SEM_001 Compute clusters will scale from $10B → $100B → $1T by end of decade; 'another zero every six months' on boardroom projections. Leopold Aschenbrenner	AI/Compute	55%
0.63	Unsupervised Deep Learning for Limited-Angle STEM-EDX Tomography -- Application to 3D Chemical Analysis of Phase-Change Memory Devices	arxiv 2026-06-09	242_011 New non-lithography semiconductor techniques discovered within 1-2 years, manufactured at scale in 5-7 years Dave Blundin	AI	46%
0.63	A Unified Adaptive Feature Composition Framework for Multi-Task Generalization in Wireless Foundation Models	arxiv 2026-06-09	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	Quality Is Not a Safety Proxy Under Quantization	arxiv 2026-06-08	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%
0.63	Small Data, Big Noise: Adversarial Training for Robust Parameter-Efficient Fine-Tuning	arxiv 2026-06-09	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	TacForeSight: Force-Guided Tactile World Model for Contact-Rich Manipulation	arxiv 2026-06-09	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	JOIN: Anchor-Grasp-Conditioned Joining via Opposition, Inference, and Navigation for Bimanual Assistive Manipulation	arxiv 2026-06-09	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	A Distributed Multi-UGV Exploration Framework With Loop-Aware Planning and Descriptor-Aided Localization in Resource-Limited Environments	arxiv 2026-06-09	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	Vehicle Prediction Model for Enhanced MPC Path Tracking in Formula Student Driverless	arxiv 2026-06-09	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	Self-Supervised Relevance Modelling in Autonomous Driving via Counterfactual Analysis	arxiv 2026-06-09	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	VeriSpace: Spatially Grounded Action Verification for Vision-Language-Action Models	arxiv 2026-06-09	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%
0.63	Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models	arxiv 2026-06-09	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%
0.63	Rethinking Embodied Navigation via Relational Inductive Bias	arxiv 2026-06-09	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	Testing Supersymmetric Hidden Sectors with Long-Baseline Atom Interferometers	arxiv 2026-06-08	CMQ_062 Physicists are successfully demonstrating quantum interference with increasingly larger physical masses — rapid quantum-hardware advancement. Alex Wissner-Gross	Quantum	62%
0.63	Will Bitcoin reach $65,000 on June 11?(market prob: 3%)	polymarket 2026-06-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	XRP BELOW $1 THIS WEEK?(market prob: 9%)	manifold 2026-06-10	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	41%
0.63	ALIGNBEAM : Inference-Time Alignment Transfer via Cross-Vocabulary Logit Mixing	arxiv 2026-06-10	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	WorldReasoner: Evaluating Whether Language Model Agents Forecast Events with Valid Reasoning	arxiv 2026-06-10	AUT_012 True AGI arrives 2030-2035 (5-10 years from 2026) based on advanced 'world model systems' — current LLM architecture insufficient for generalized autonomy due to lack of temporal consistency and deep reasoning; world models inherently understand/simula... Demis Hassabis	AI	38%
0.63	Substrate Asymmetry in User-Side Memory: A Diagnostic Framework	arxiv 2026-06-10	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	Measuring Semantic Progress in Multi-turn Dialogue via Information Gain	arxiv 2026-06-10	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%
0.63	Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization	arxiv 2026-06-10	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	Neuro-Relational Programs: Unifying Queries and Neural Computation over Structured Data	arxiv 2026-06-10	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	From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features	arxiv 2026-06-10	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	Seeing Below the Limit of Detection: A Censored-Poisson Bayesian Latent-Growth Change-Point Detector (the Span Detector) for Serial ctDNA in HR+/HER2- Metastatic Breast Cancer	arxiv 2026-06-10	ROB_025 Genomic prediction will be entirely revolutionized by high-throughput phenotyping — utilizing swarms of drones and physical robots to collect orders of magnitude more trait information than historically possible by human scientists; Bayesian optimizati... Peter Dannenberg	Biotech/Longevity	70%
0.63	Modelling magnetic material properties with uncertainty-aware neural networks	arxiv 2026-06-10	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	Machine-learning clustering of close-in exoplanet populations: links to pebble accretion	arxiv 2026-06-10	232_049 Dyson swarm of AI orbital data centers will be built by disassembling the moon via mass drivers. Alex Wissner-Gross	Space	19%
0.63	RLCSD: Reinforcement Learning with Contrastive On-Policy Self-Distillation	arxiv 2026-06-10	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%
0.63	Bergson: An Open Source Library for Data Attribution	arxiv 2026-06-10	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	APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations	arxiv 2026-06-10	AI_028 Decentralized offline messaging via Bluetooth Low Energy (BLE) mesh networks — exemplified by Dorsey's launch of Bitchat — will become critical infrastructure for verifiable human communication as the internet is flooded with synthetic content and deep... Jack Dorsey	Crypto	28%
0.63	Counterexample Guided Learning in the Large using Reasoning Agents	arxiv 2026-06-09	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	Scenario-based Probing and Steering Cultural Values in Large Language Models--Extended Version	arxiv 2026-06-09	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	APT: Action Expert Pretraining Improves Instruction Generalization of Vision-Language-Action Policies	arxiv 2026-06-10	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%
0.63	A mathematical framework for centromere-aware evaluation of human genome assemblies	arxiv 2026-06-09	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%
0.63	facebookresearch/fairchem fairchem_core-2.16.0	github_release 2026-03-05	CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang	Semis	87%
0.63	Will the price of Bitcoin be above $54,000 on June 13?(market prob: 100%)	polymarket 2026-06-06	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $64,000 on June 13?(market prob: 18%)	polymarket 2026-06-06	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	SPCX (SpaceX) up or down on Monday June 15? (vs. Friday)	manifold 2026-06-12	SPC_008 SpaceX milestone-delivery statistics: 16% on-time, 31% late, 53% undelivered overall — planetary milestones exhibit 0% on-time record (every dated Mars prediction since 2011 missed). Industry heuristic: multiply rocket/capsule engineering announced tim... New Market Pitch	Space	70%
0.63	Wealth tax: Will a G7 country enact a 1% billionaire minimum tax before 2033?(market prob: 28%)	manifold 2026-06-12	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%
0.63	ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning	arxiv 2026-06-11	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	A Minimal Model of Bounded Trade-Off Screening in Multi-Attribute Choice	arxiv 2026-06-11	AI_016 The 'cost of intelligence' collapse has officially superseded traditional Moore's Law dynamics — an AI experience curve enables bulk problem-solving across engineering, medicine, and mathematics at a fraction of historical compute costs. Alex Wissner-Gross	AI	82%
0.63	Reasoning for Mobile User Experience with Multimodal LLMs: Task, Benchmark, and Approach	arxiv 2026-06-11	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	Efficient, Robust, and Anti-Collusion Fingerprinting of Image Diffusion Models	arxiv 2026-06-11	AI_029 Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer. Morgan Stanley	AI	57%
0.63	DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks	arxiv 2026-06-11	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	Acquisition state behaves as a structured, measurable variable governing lung-nodule AI: kernel-driven measurement instability and noise-driven detection fragility, invisible to DICOM metadata	arxiv 2026-06-11	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	Teach-and-Repeat: Accurately Extracting Operational Knowledge from Mobile Screen Demonstrations to Empower GUI Agents	arxiv 2026-06-11	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	SymQNet: Amortized Acquisition for Low-Latency Adaptive Hamiltonian Learning	arxiv 2026-06-11	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.63	SymQNet: Amortized Acquisition for Low-Latency Adaptive Hamiltonian Learning	arxiv 2026-06-11	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	Deployment-Centered Evaluation: Predicting Query-Level Rejection Risk in a Clinical LLM System	arxiv 2026-06-10	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%
0.63	From Imitation to Alignment: Human-Preference Flow Policies for Long-Horizon Sidewalk Navigation	arxiv 2026-06-10	243_030 Multimodal delivery network will emerge: drones, sidewalk robots, bike-lane robots Dara Khosrowshahi	Robotics	31%
0.63	Understanding Truncated Positional Encodings for Graph Neural Networks	arxiv 2026-06-11	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	NetCause: Counterfactual Learning for Root Cause Analysis in Large-Scale Networks	arxiv 2026-06-11	CYB_012 'Recommendation poisoning' — deliberate corruption of the data lakes, training sets, and persistent memory banks that agents rely on for purchase/action decisions — emerges as the primary new cybersecurity-marketing vector, blurring the line between di... Alex Finn	AI	44%
0.63	Reliability of Probabilistic Emulation of Physical Systems	arxiv 2026-06-11	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%
0.63	Selecting Samples on Graphs: A Unified Dataset Pruning Framework for Lossless Training Acceleration	arxiv 2026-06-11	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	A unified complexity bound for logconcave sampling	arxiv 2026-06-10	241_019 AI scaling laws have not hit an asymptote yet Eric Schmidt	AI	51%
0.63	Physics-Informed Neural Networks for Chemotherapy Pharmacokinetics: Benchmarking the Clinical Estimator and Exposing Parameter Identifiability	arxiv 2026-06-10	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	Physics-Informed Neural Networks for Chemotherapy Pharmacokinetics: Benchmarking the Clinical Estimator and Exposing Parameter Identifiability	arxiv 2026-06-10	CMQ_006 Expert-level AI applied to biology/medicine will yield cures for cancer and Alzheimer's within 5-10 years, compressing a century of progress into a decade. Dario Amodei	Biotech/Longevity	36%
0.63	Influcoder: Distilling Decoders' Gradient Influence Rankings into an Encoder for Data Attribution	arxiv 2026-06-11	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	Constrained Semantic Decompression in LLMs through Persian Proverb-Conditioned Story Generation	arxiv 2026-06-10	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	A Controlled Study of Decoding-Time Truthfulness Methods on Instruction-Tuned LLMs	arxiv 2026-06-10	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%
0.63	Towards Reliable Sequential Object Picking in Clutter: The Runner-up Solution to RGMC 2025	arxiv 2026-06-11	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	Learning to Adapt: Representation-Based Reinforcement Learning for Multi-Task Skill Transfer	arxiv 2026-06-11	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	Mass Varying Neutrino Oscillation in Teleparallel Gravity	arxiv 2026-06-11	240_012 Neutrino-based communication will give ultra-low latency through the Earth in a few years Alex Wissner-Gross	AI	35%
0.63	Will Switzerland advance to the knockout stages at the 2026 FIFA World Cup?(market prob: 89%)	polymarket 2026-04-24	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%
0.63	When will Fable/Mythos access be restored to most foreign nationals?	manifold 2026-06-13	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	facebookresearch/fairseq v0.10.0	github_release 2020-11-12	242_051 Dyson swarm compute infrastructure will be realized in a few years Alex Wissner-Gross	Space	37%
0.63	Will the price of Bitcoin be above $66,000 on June 15?(market prob: 22%)	polymarket 2026-06-08	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will this market get between 20-60 unique traders by the end of June?(market prob: 31%)	manifold 2026-06-14	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	Will 2 Fed rate cuts happen in 2026?(market prob: 3%)	polymarket 2025-09-29	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Will commercial nuclear fusion exist in April of 2027?(market prob: 15%)	manifold 2026-06-15	INF_055 Helion Energy will deliver the world's first commercial fusion electricity — the 50 MW Orion plant in Malaga, Washington — to Microsoft by 2028 under the industry's first fusion power-purchase agreement. Sam Altman	Energy	28%
0.63	facebookresearch/pytorch3d v0.7.0	github_release 2022-08-10	240_020 New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI Dave Blundin	AI	46%
0.63	Will the price of Bitcoin be above $62,000 on June 17?(market prob: 99%)	polymarket 2026-06-10	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $68,000 on June 17?(market prob: 3%)	polymarket 2026-06-10	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	How many traders will I have by the end of June?	manifold 2026-06-12	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	HAMON: Passive Optical Sequence Mixing for Long-Horizon Forecasting	arxiv 2026-06-15	CMQ_013 A 5-OOM (100,000x) effective-compute leap will occur between 2024-2027 — bridging GPT-4 high-schooler to fully automated AI researcher. Leopold Aschenbrenner	AI	40%
0.63	TokenPilot: Cache-Efficient Context Management for LLM Agents	arxiv 2026-06-15	CYB_005 'Memory becomes the moat' — by 2026, the global discourse around 'AI safety' will effectively transition into highly politicized debates over 'memory policy'. Whichever entity controls the contextual history and relational memory of human-AI interactio... Ray Kurzweil	AI	30%
0.63	Probing Low Frame Rate Degradation in Neural Audio Codecs	arxiv 2026-06-15	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Phantoms and Disclosures: a Causal Framework for Auditing Synthetic Data	arxiv 2026-06-15	CMQ_059 Shift to local compute is driven by: (1) absolute data privacy, (2) cost control for high-volume inference, (3) running uncensored/customized LLMs unavailable on major clouds. Alex Finn	AI	62%
0.63	Phantoms and Disclosures: a Causal Framework for Auditing Synthetic Data	arxiv 2026-06-15	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%
0.63	Demystifying Variance in Circuit Discovery of LLMs	arxiv 2026-06-15	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%
0.63	Deep Q-Learning on Hölder Spaces	arxiv 2026-06-15	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	Robust Dual-Signal Fusion: Hybrid Neuro-Symbolic Gating with Compressed Chain-of-Thought Refinement for Irony Detection in Social Media Texts	arxiv 2026-06-15	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	Optimising Temporary Accommodation Placement Across London with AI-Powered SaaS in E-Governance Systems	arxiv 2026-06-15	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%
0.63	TNODEV: Toolbox for Neural ODE Verification	arxiv 2026-06-15	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	ROSA-RL: Uncertainty-Aware Roundabout Optimized Speed Advisory with Reinforcement Learning	arxiv 2026-06-15	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	RL-Index: Reinforcement Learning for Retrieval Index Reasoning	arxiv 2026-06-15	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%
0.63	Calibrated Sampling-Free Uncertainty Estimation in Bayesian Deep Learning	arxiv 2026-06-15	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%
0.63	Geometric Action Model for Robot Policy Learning	arxiv 2026-06-15	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%
0.63	The Complexity of Min-Max Optimization for Quadratic Polynomials	arxiv 2026-06-15	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	Analytic Torsion and Spectral Gap Capture Persistent-Laplacian Performance	arxiv 2026-06-15	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	Decoupling Inference from State Updates in Low-Latency Feature Engines via Probabilistic Thinning	arxiv 2026-06-15	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	Learning Hybrid Biophysical Neuron Models with Neural ODEs	arxiv 2026-06-15	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	MUNI: Multimodal Unified Latent Diffusion for Coherent Any-to-Any Generation	arxiv 2026-06-15	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%
0.63	Diffusion Offline Reinforcement Learning for Fair and Energy-Efficient UAV-Assisted Wireless Networks	arxiv 2026-06-15	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%
0.63	Rapid Poison: Practical Poisoning Attacks Against the Rapid Response Framework	arxiv 2026-06-15	CYB_022 Supply-chain attacks targeting widely utilized open-source AI packages — exemplified by documented attacks on the LiteLLM framework — represent extreme systemic risk: a single compromised foundational code repository instantly and autonomously infects ... Alex Wissner-Gross	AI	76%
0.63	Evolutionary Bilevel Reward Shaping for Generalization in Reinforcement Learning	arxiv 2026-06-15	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	Machine learning enables roughness-driven inverse design of milling processes	arxiv 2026-06-14	ROB_025 Genomic prediction will be entirely revolutionized by high-throughput phenotyping — utilizing swarms of drones and physical robots to collect orders of magnitude more trait information than historically possible by human scientists; Bayesian optimizati... Peter Dannenberg	Biotech/Longevity	70%
0.63	Scalar-Stepsize Nonuniform Monte Carlo Optimistic Policy Iteration: A Certified Counterexample	arxiv 2026-06-14	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%
0.63	Connecting Speech to Words through Images	arxiv 2026-06-15	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%
0.63	Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AI	arxiv 2026-06-15	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	How Far Can Machine Translation Quality Take You? Extrinsic Discourse Evaluation in Goal-Oriented Setups	arxiv 2026-06-15	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	Interactor: Agentic RL oriented Iterative Creation for Ad Description Generation in Sponsored Search	arxiv 2026-06-14	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%
0.63	Calibrated Triage, Not Autonomy: Confidence Estimation for Medical Vision-Language Models	arxiv 2026-06-14	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%
0.63	On Defining Erasure Harms for NLP	arxiv 2026-06-14	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	Steering Generative Reinforcement Learning into Stable Robotic Controller	arxiv 2026-06-15	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	ART-Glove: Articulated Tactile Glove for Contact-Grounded Dexterous Interaction Capture	arxiv 2026-06-15	CMQ_050 Physical embodied AI represents the 'Fourth Wave' of AI development — projected to scale rapidly and commercially between 2025-2030. Industry analysts (synthesis)	Robotics	41%
0.63	Transferring Contact, Not Just Motion: Compliant Grasping Across Dexterous Hands	arxiv 2026-06-14	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	Morphology-resolved scrambling in a chaotic quantum billiard	arxiv 2026-06-15	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	Will the price of Bitcoin be above $52,000 on June 18?(market prob: 100%)	polymarket 2026-06-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will one new couple who met at 2026 LO--->Vibecamp festival season have a healthy baby by the first day of August 2027(market prob: 62%)	manifold 2026-06-15	232_013 Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity. Jimmy Ba	AI	47%
0.63	The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data	arxiv 2026-06-16	242_034 AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x) Chamath Palihapitiya	Markets/Stocks	38%
0.63	The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data	arxiv 2026-06-16	CMQ_027 The inference inflection has arrived — industry transitioning from training-dominated capex (2023-2025) to inference-dominated economics (2026+). Jensen Huang	AI/Compute	92%
0.63	WEQA: Wearable hEalth Question Answering with Query-Adaptive Agentic Reasoning	arxiv 2026-06-16	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	EAGG: Embodiment-Aligned Grasp Generation via Geometry-Aware Graph Conditioning	arxiv 2026-06-16	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	ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents	arxiv 2026-06-16	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	MoCo-AIS: A Contrastive Learning Framework for Similarity Computation of Vessel Trajectories	arxiv 2026-06-16	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	AnchorKV: Safety-Aware KV Cache Compression via Soft Penalty with a Refusal Anchor	arxiv 2026-06-16	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.63	SketchXplain: Intuitive Visual Explanations of Image Classifiers with Sketches	arxiv 2026-06-16	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	Divide, Deliberate, Decide: A Multi-Agent Framework for Fine-Grained Egocentric Action Recognition	arxiv 2026-06-16	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	NarrativeWorldBench: A Frontier-Saturated Benchmark and a Latent World Model for Long-Horizon Co-Creative Audio Drama	arxiv 2026-06-16	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.63	Translating the Untranslatable: An Operationalizable Ontology for Untranslatability	arxiv 2026-06-15	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	Do Large Language Models Always Tell The Same Stories?	arxiv 2026-06-15	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	Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?	arxiv 2026-06-16	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	ConTex: Reformulating Counterfactual Generation For Time Series Forecasting	arxiv 2026-06-16	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%
0.63	Monotonic Kolmogorov-Arnold Networks: A Theoretical and Empirical Study of Monotonicity as an Inductive Bias	arxiv 2026-06-16	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	Delta-Based Target Reformulation for Short-Term Electricity Load Forecasting Using LSTM and Transformer Models	arxiv 2026-06-16	FUT_010 Fundamental cost of clean electricity drops by another multiple of 4 over 2026-2031+; precipitous decline drives solar to ~1/3 of all global electricity generation. Wright's Law mathematical certainty applied to silicon PV + lithium-ion storage + elect... Ramez Naam	Energy	70%
0.63	On the Memorization Behavior of LLMs in Generative Recommendation: Observations, Implications, and Training Strategies	arxiv 2026-06-15	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	Compositional Skill Routing for LLM Agents: Decompose, Retrieve, and Compose	arxiv 2026-06-16	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.63	Reading between the Lines: Leveraging Large Language Models for Global Dementia and Depression Assessment from Clinical Interviews	arxiv 2026-06-16	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	VoidPadding: Let [VOID] Handle Padding in Masked Diffusion Language Models so that [EOS] Can Focus on Semantic Termination	arxiv 2026-06-16	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	The Benchmark Illusion: Pruned LLMs Can Pass Multiple Choice but Fail to Answer	arxiv 2026-06-16	230_040 AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly. Peter Diamandis	AI	50%
0.63	Non-Autoregressive Minimum Bayes' Risk Decoding for Fast Speech Recognition	arxiv 2026-06-16	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%
0.63	RICH-SLAM: Radar SLAM with Incremental and Continuous Hilbert Mapping	arxiv 2026-06-16	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	Agent Utilities over Generalized Voronoi Regions and their Gradients	arxiv 2026-06-16	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	VL-MemKnG: Hybrid Memory with a Spatio-Temporal Knowledge Graph for Question Answering over Long Egocentric Navigation Trajectories	arxiv 2026-06-15	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	Will the price of Bitcoin be above $66,000 on June 19?(market prob: 1%)	polymarket 2026-06-12	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $60,000 on June 19?(market prob: 97%)	polymarket 2026-06-12	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Cait Conley be the Democratic nominee for NY-17?(market prob: 90%)	polymarket 2025-11-25	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.63	Reference-Driven Multi-Speaker Audio Scene Generation from In-the-Wild Priors	arxiv 2026-06-17	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	A Multi-Domain Benchmark for Detecting AI-Generated Text-Rich Images from GPT-Image-2	arxiv 2026-06-17	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	A Multi-Domain Benchmark for Detecting AI-Generated Text-Rich Images from GPT-Image-2	arxiv 2026-06-17	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	Mechanism-Guided Selective Unlearning for RLVR-Induced Reasoning	arxiv 2026-06-17	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	Scaling Learning-based AEB with Massive Unlabeled Data	arxiv 2026-06-17	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	61%
0.63	SwitchBraidNet: Quantisation-Aware Lightweight Architecture for Hybrid Brain-Computer Interface	arxiv 2026-06-17	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	Bounded Context Management for Tabular Foundation Models on Stream Learning	arxiv 2026-06-17	CYB_005 'Memory becomes the moat' — by 2026, the global discourse around 'AI safety' will effectively transition into highly politicized debates over 'memory policy'. Whichever entity controls the contextual history and relational memory of human-AI interactio... Ray Kurzweil	AI	30%
0.63	NeuralMUSIC: A Hybrid Neural-Subspace Framework for Robot Sound Source Localization	arxiv 2026-06-17	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	EffiNav: Fusing Depth and Vision-Language for Efficient Object Goal Navigation	arxiv 2026-06-17	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	PSyGenTAB: A Privacy-Preserving Framework for Synthetic Clinical Tabular Data Generation via Constrained Optimization	arxiv 2026-06-16	IND_012 NVIDIA BioNeMo platform + Evo 2 model fundamentally compresses a century of biology into a decade — Evo 2 achieves 90% accuracy in BRCA1 predictions; AI models will seamlessly transition generated biological designs into practical, synthesized clinical... Jensen Huang	Biotech/Longevity	68%
0.63	The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data	arxiv 2026-06-16	242_034 AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x) Chamath Palihapitiya	Markets/Stocks	38%
0.63	The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data	arxiv 2026-06-16	CMQ_027 The inference inflection has arrived — industry transitioning from training-dominated capex (2023-2025) to inference-dominated economics (2026+). Jensen Huang	AI/Compute	92%
0.63	Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models	arxiv 2026-06-16	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.63	Transformer Geometry Observatory TGO-I: Spectral Geometry Observatory	arxiv 2026-06-17	229_042 Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task. Brett Adcock	AI	40%
0.63	Giskard : Byzantine Robust and Confidential Aggregation for Large-Scale Decentralized Learning	arxiv 2026-06-17	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	Online Reward-Punishment Learning from Fixed-Channel Perceptual Event Streams without Environment Rewards	arxiv 2026-06-17	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	GrapNet: A Programmable Dynamic-Architecture Neural Graph Substrate	arxiv 2026-06-17	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	Attention as Frustrated Synchronization	arxiv 2026-06-17	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	Exponentially many initializations to avoid barren plateaus	arxiv 2026-06-16	CYB_027 Bostrom's orthogonality thesis — an AI system can possess supreme unfathomable intelligence while simultaneously harboring final goals completely indifferent or actively hostile to human survival; intelligence and human morality are completely independ... Nick Bostrom	AI	50%
0.63	The Illusion of Improvement: Reject Inference Strategies in Credit Scoring	arxiv 2026-06-16	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%
0.63	Structural MRI Synthesis for Alzheimer's Disease via Conditional Diffusion on Anatomical Masks	arxiv 2026-06-16	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	Reliable Neural-Codec Text-to-Speech by ASR Self-Verification and Distillation: Near-Zero Catastrophic Failures Across Models and Codecs	arxiv 2026-06-16	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%
0.63	Montreal Forced Aligner and the state of speech-to-text alignment in 2026	arxiv 2026-06-16	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%
0.63	CoreMem: Riemannian Retrieval and Fisher-Guided Distillation for Long-Term Memory in Dialogue Agents	arxiv 2026-06-16	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	Mobile Pedipulation for Object Sliding via Hierarchical Control on a Wheeled Bipedal Robot	arxiv 2026-06-17	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	Will China invade Taiwan by end of 2026?(market prob: 7%)	polymarket 2025-07-24	TK06 China-Taiwan Military Conflict	—	8%
0.63	Will Bitcoin dip to $60,000 in April?(market prob: 0%)	polymarket 2026-04-02	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Laurent Wauquiez 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	50%
0.63	Will the Iranian regime fall before 2027?(market prob: 10%)	polymarket 2025-11-03	235_007 AI regulation window is this calendar year 2026 before chaos breaks out. Dave Blundin	Geopolitics	45%
0.63	Will Ségolène Royal win the 2027 French presidential election?(market prob: 1%)	polymarket 2025-11-12	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.63	Who of the unstable SMP will post this week?	manifold 2026-04-25	248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail	Robotics	34%
0.63	Will Intel stock trade above $90 in May, 2026?(market prob: 63%)	manifold 2026-04-23	239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk	AI	40%
0.63		gdelt 2026-04-30	CYB_020 Starlink expansion — navigating regulatory regimes like India's IN-SPACe approvals — establishes a ubiquitous, high-bandwidth data canopy essential for routing planetary-scale AI agent communications without terrestrial fiber-optic latency. Gwynne Shotwell	Space	65%
0.63	68878 eutelsat resiste aux manoeuvres de spacex sur le marche americain.html	gdelt 2026-04-30	ROB_023 SpaceX expects approximately 140-145 Falcon 9 launches in 2026 — maintaining the infrastructural backbone required to deploy advanced AI systems into orbit; SpaceX aims to place AI directly on the Moon by 2026. Gwynne Shotwell	Space	58%
0.63	1964864	gdelt 2026-04-30	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%
0.63		gdelt 2026-04-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	view?ud=2026043010000247039	gdelt 2026-04-30	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%
0.63		gdelt 2026-04-30	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.63	Will Mike Pence 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 Marine Tondelier win the 2027 French presidential election?(market prob: 1%)	polymarket 2025-11-12	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.63	Will Wes Moore win the 2028 Democratic presidential nomination?(market prob: 1%)	polymarket 2025-07-03	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.63	Will WTI Crude Oil (WTI) hit (LOW) $70 in May?(market prob: 0%)	polymarket 2026-04-25	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will WTI Crude Oil (WTI) hit (LOW) $80 in May?(market prob: 0%)	polymarket 2026-04-25	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Bitcoin reach $85,000 in May?(market prob: 0%)	polymarket 2026-05-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the 2026 FIDE World Chess Championship score be tied after game ... ?	manifold 2026-05-01	248_014 If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip. Alex Wissner-Gross	AI	32%
0.63	Will ClankerView get 100 paying users in 2026?(market prob: 20%)	manifold 2026-05-01	234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis	Markets/Stocks	67%
0.63	Map Handicap: VIT (-1.5) vs GamerLegion (+1.5)(market prob: 60%)	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%
0.63	Will Bitcoin dip to $55,000 in May?(market prob: 0%)	polymarket 2026-05-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Who of the unstable SMP will post this week?	manifold 2026-05-03	248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail	Robotics	34%
0.63	LLMs understand language [Convince the Machine #4](market prob: 51%)	manifold 2026-05-03	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	Will the price of Bitcoin be above $86,000 on May 5?(market prob: 0%)	polymarket 2026-04-28	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Bitcoin Up or Down on May 5?(market prob: 55%)	polymarket 2026-05-03	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	Will the price of Bitcoin be above $74,000 on May 5?(market prob: 100%)	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 $82,000 on May 5?(market prob: 11%)	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 $68,000 on May 5?(market prob: 100%)	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 Brian Kemp 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 anybody win the Prize Drawings more than once in 2026?(market prob: 83%)	manifold 2026-05-04	241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis	Labor/Jobs	47%
0.63	Will MISO Indiana Hub 2027 day-ahead annual average exceed US$55/MWh?(market prob: 33%)	manifold 2026-05-04	240_034 Morgan Stanley forecasts 13-40GW data center power shortfall through 2028 Morgan Stanley	Energy	47%
0.63	Will Century Aluminum's primary aluminum production for calendar year 2027 exceed 0.7 million tonnes?(market prob: 57%)	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	@100Anonymous vs @Jack1 Masters May 2026	manifold 2026-05-04	241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis	Labor/Jobs	47%
0.63	Will the price of Bitcoin be above $74,000 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 MrBeast's next video get 90 million or more views on week 1?(market prob: 0%)	polymarket 2026-04-27	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.63	Bitcoin $85K in May?(market prob: 66%)	manifold 2026-05-05	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	FDA ANDA213885: LENALIDOMIDE (LENALIDOMIDE) — EUGIA PHARMA	fda 2026-04-27	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	openai/openai-python v2.14.0	github_release 2025-12-19	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.63	openai/openai-python v2.7.1	github_release 2025-11-04	234_017 OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks OpenAI Codex Lead	AI	41%
0.63	google-deepmind/alphafold v2.2.2	github_release 2022-06-13	AI_010 The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new code, developer manual-coding skills atrophy, and engineering transitions from syntax-writing to high-level architectural prompting and 'vibe coding'. Andrej Karpathy	AI	90%
0.63	huggingface/transformers v5.5.1	github_release 2026-04-09	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.63	tensorflow/tensorflow v2.18.0-rc2	github_release 2024-10-16	SEM_012 Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. Jensen Huang	AI/Manufacturing	75%
0.63	pytorch/pytorch v1.10.0	github_release 2021-10-21	SEM_012 Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. Jensen Huang	AI/Manufacturing	75%
0.63	Will Bitcoin dip to $77,000 on May 6?(market prob: 0%)	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	34%
0.63	Bitcoin Up or Down on May 7?(market prob: 47%)	polymarket 2026-05-05	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.63	Will Elon Musk win the 2028 US Presidential Election?(market prob: 1%)	polymarket 2025-07-08	248_009 Elon Musk's economy will grow 10x in about 10 years. Elon Musk	Macro/Economy	37%
0.63	Will the price of Bitcoin be above $80,000 on May 7?(market prob: 91%)	polymarket 2026-04-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Inconsistent Databases and Argumentation Frameworks with Collective Attacks	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%
0.63	Unifying Dynamical Systems and Graph Theory to Mechanistically Understand Computation in Neural Networks	arxiv 2026-05-05	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Parametrizing Convex Sets Using Sublinear Neural Networks	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%
0.63	ReasonAudio: A Benchmark for Evaluating Reasoning Beyond Matching in Text-Audio Retrieval	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	Automated Large-scale CVRP Solver Design via LLM-assisted Flexible MCTS	arxiv 2026-05-05	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	Revisiting the Travel Planning Capabilities of Large Language Models	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	Ortho-Hydra: Orthogonalized Experts for DiT LoRA	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	PIIGuard: Mitigating PII Harvesting under Adversarial Sanitization	arxiv 2026-05-04	CYB_024 The combination of generative AI and advanced synthetic biology is actively creating a 'ChatGPT moment' for genetic engineering — historical barriers to designing advanced, highly lethal pathogens drop precipitously; necessitating new national-security... Eric Schmidt	Defense	17%
0.63	Gated Subspace Inference for Transformer Acceleration	arxiv 2026-05-04	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%
0.63	Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection	arxiv 2026-05-04	AI_029 Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer. Morgan Stanley	AI	57%
0.63	Pretrained Model Representations as Acquisition Signals for Active Learning of MLIPs	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	Random test functions, $H^{-1}$ norm equivalence, and stochastic variational physics-informed neural networks	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	Fully Automatic Trace Gas Plume Detection	arxiv 2026-05-05	SPC_016 AI transforms Earth Observation satellites via on-orbit edge computing — parsing raw visual and radar data in space, downlinking only actionable insights rather than raw imagery; permanently handing tedious low-cognitive tasks to AI and reserving human... Ben Lamm	Space	72%
0.63	The Right Answer, the Wrong Direction: Why Transformers Fail at Counting and How to Fix It	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	Adaptive Data Compression and Reconstruction for Memory-Bounded EEG Continual Learning	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	Adaptive Data Compression and Reconstruction for Memory-Bounded EEG Continual Learning	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%
0.63	Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings	arxiv 2026-05-04	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%
0.63	TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations	arxiv 2026-05-04	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%
0.63	Gradient-Gated DPO: Stabilizing Preference Optimization in Language Models	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	HARMES: A Multi-Modal Dataset for Wearable Human Activity Recognition with Motion, Environmental Sensing and Sound	arxiv 2026-05-04	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%
0.63	Recurrent Deep Reinforcement Learning for Chemotherapy Control under Partial Observability	arxiv 2026-05-04	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	BIT.UA-AAUBS at ArchEHR-QA 2026: Evaluating Open-Source and Proprietary LLMs via Prompting in Low-Resource QA	arxiv 2026-05-05	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	FunFuzz: An LLM-Powered Evolutionary Fuzzing Framework	arxiv 2026-05-04	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%
0.63	ContextualJailbreak: Evolutionary Red-Teaming via Simulated Conversational Priming	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	Mapping Discourse Reframing: A Multi-Layer Network Approach to Italian HPV Vaccine Discourse on X (2010-2024)	arxiv 2026-05-04	CYB_024 The combination of generative AI and advanced synthetic biology is actively creating a 'ChatGPT moment' for genetic engineering — historical barriers to designing advanced, highly lethal pathogens drop precipitously; necessitating new national-security... Eric Schmidt	Defense	17%
0.63	HalluScan: A Systematic Benchmark for Detecting and Mitigating Hallucinations in Instruction-Following LLMs	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%
0.63	Structural Dilemmas and Developmental Pathways of Legal Argument Mining in the Era of Artificial Intelligence	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	Bucketing the Good Apples: A Method for Diagnosing and Improving Causal Abstraction	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	Visibility-Aware Mobile Grasping in Dynamic Environments	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%
0.63	Sampling-Based Control via Entropy-Regularized Optimal Transport	arxiv 2026-05-04	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	FDA ANDA216213: LENALIDOMIDE (LENALIDOMIDE) — AMNEAL	fda 2026-04-27	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	FDA BLA761467: KEYTRUDA QLEX (PEMBROLIZUMAB) — MERCK SHARP DOHME	fda 2026-06-12	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 ANDA205772: CALCIPOTRIENE (CALCIPOTRIENE) — GLENMARK SPECLT	fda 2026-04-17	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	openai/openai-python v2.35.0	github_release 2026-05-06	232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz	Geopolitics	44%
0.63	Will Jared Polis win the 2028 Democratic presidential nomination?(market prob: 1%)	polymarket 2025-07-03	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.63	Implicit Representations of Grammaticality in Language Models	arxiv 2026-05-06	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	When Relations Break: Analyzing Relation Hallucination in Vision-Language Model Under Rotation and Noise	arxiv 2026-05-06	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	Reinforcement Learning for Compositional Generalization with Outcome-Level Optimization	arxiv 2026-05-06	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	Assessing Cognitive Effort in L2 Idiomatic Processing: An Eye-Tracking Dataset	arxiv 2026-05-06	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	FAAST: Forward-Only Associative Learning via Closed-Form Fast Weights for Test-Time Supervised Adaptation	arxiv 2026-05-06	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	RLearner-LLM: Balancing Logical Grounding and Fluency in Large Language Models via Hybrid Direct Preference Optimization	arxiv 2026-05-06	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%
0.63	SWAN: Semantic Watermarking with Abstract Meaning Representation	arxiv 2026-05-05	CYB_023 Immutable cryptographic verification layers — specifically Bitcoin — must be integrated into AI architectures as decentralized ground-truth anchor: establishing undeniable digital provenance in an ecosystem inevitably flooded with AI-generated data, de... Michael Saylor	Crypto	26%
0.63	FDA ANDA218341: OXCARBAZEPINE (OXCARBAZEPINE) — UMEDICA LABS PVT	fda 2026-04-29	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 NDA216579: SYMBICORT AEROSPHERE (BUDESONIDE) — ASTRAZENECA	fda 2026-04-27	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	facebookresearch/habitat-lab v0.2.4	github_release 2023-03-31	S_HUMANOID_ENTERPRISE_2028 Humanoid R2: 100K+ enterprise by Nov 2028	humanoid_deployment	50%
0.63	facebookresearch/faiss v1.5.2	github_release 2019-05-30	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%
0.63	facebookresearch/xformers v0.0.22.post7	github_release 2023-10-25	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.63	Valorant: Fnatic vs Team Vitality (BO3) - VCT EMEA Playoffs(market prob: 0%)	polymarket 2026-05-07	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%
0.63	Will the price of Bitcoin be above $76,000 on May 9?(market prob: 99%)	polymarket 2026-05-02	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 9?(market prob: 99%)	polymarket 2026-05-02	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 $80,000 on May 9?(market prob: 67%)	polymarket 2026-05-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Bitcoin Up or Down on May 9?(market prob: 54%)	polymarket 2026-05-07	TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)	—	8%
0.63	Will "Natural Language Autoencoders Produce Unsuper..." make the top fifty posts in LessWrong's 2026 Annual Review?(market prob: 37%)	manifold 2026-05-07	236_028 AI chatbot/AI romance trend growing unfortunately Andrew Yang	Consumer	51%
0.63	Will this market close between 60% - 70%(market prob: 61%)	manifold 2026-05-07	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%
0.63	BAMI: Training-Free Bias Mitigation in GUI Grounding	arxiv 2026-05-07	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%
0.63	ReasonSTL: Bridging Natural Language and Signal Temporal Logic via Tool-Augmented Process-Rewarded Learning	arxiv 2026-05-07	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%
0.63	Consistent Geometric Deep Learning via Hilbert Bundles and Cellular Sheaves	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%
0.63	Attributions All the Way Down? The Metagame of Interpretability	arxiv 2026-05-07	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	VISD: Enhancing Video Reasoning via Structured Self-Distillation	arxiv 2026-05-07	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	Normalized Architectures are Natively 4-Bit	arxiv 2026-05-07	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	Safety Anchor: Defending Harmful Fine-tuning via Geometric Bottlenecks	arxiv 2026-05-07	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	Inductive Venn-Abers and related regressors	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%
0.63	Inductive Venn-Abers and related regressors	arxiv 2026-05-07	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%
0.63	Diversity Curves for Graph Representation Learning	arxiv 2026-05-07	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	A Unified Pair-GRPO Family: From Implicit to Explicit Preference Constraints for Stable and General RL Alignment	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%
0.63	A Benchmark for Strategic Auditee Gaming Under Continuous Compliance Monitoring	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%
0.63	Playing the network backward: A Game Theoretic Attribution Framework	arxiv 2026-05-07	238_037 Network effects, economics, and game theory will persist in AI agent economy (no singleton takeover) Alex Wissner-Gross	AI	42%
0.63	Predictive-Generative Drift Decomposition for Speech Enhancement and Separation	arxiv 2026-05-07	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Relay Buffer Independent Communication over Pooled HBM for Efficient MoE Inference on Ascend	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%
0.63	Algospeak, Hiding in the Open: The Trade-off Between Legible Meaning and Detection Avoidance	arxiv 2026-05-07	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%
0.63	The Frequency Confound in Language-Model Surprisal and Metaphor Novelty	arxiv 2026-05-07	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	Don't Lose Focus: Activation Steering via Key-Orthogonal Projections	arxiv 2026-05-07	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping	arxiv 2026-05-07	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	MemReranker: Reasoning-Aware Reranking for Agent Memory Retrieval	arxiv 2026-05-07	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%
0.63	ReFlect: An Effective Harness System for Complex Long-Horizon LLM Reasoning	arxiv 2026-05-07	SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross	AI/Software	56%
0.63	One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue	arxiv 2026-05-07	CYB_024 The combination of generative AI and advanced synthetic biology is actively creating a 'ChatGPT moment' for genetic engineering — historical barriers to designing advanced, highly lethal pathogens drop precipitously; necessitating new national-security... Eric Schmidt	Defense	17%
0.63	Generating Query-Focused Summarization Datasets from Query-Free Summarization Datasets	arxiv 2026-05-06	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	MaMi-HOI: Harmonizing Global Kinematics and Local Geometry for Human-Object Interaction Generation	arxiv 2026-05-07	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	Koopman Identification of Nonlinear Systems via Reservoir Liftings	arxiv 2026-05-06	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	Optimal Uncertainty-Aware Calibration for the AX=YB Problem	arxiv 2026-05-06	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	Optimal Uncertainty-Aware Calibration for the AX=YB Problem	arxiv 2026-05-06	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	Lecture Notes on Statistical Physics and Neural Networks	arxiv 2026-05-07	AI_016 The 'cost of intelligence' collapse has officially superseded traditional Moore's Law dynamics — an AI experience curve enables bulk problem-solving across engineering, medicine, and mathematics at a fraction of historical compute costs. Alex Wissner-Gross	AI	82%
0.63	Lecture Notes on Statistical Physics and Neural Networks	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%
0.63	Will Nord Pool 2028 system price annual average exceed €45/MWh?(market prob: 52%)	manifold 2026-05-04	235_022 US will add a record 86 gigawatts of utility-scale capacity this coming year. Peter Diamandis	Energy	53%
0.63	Will this market get between 55-75 unique traders?(market prob: 26%)	manifold 2026-05-10	235_027 Longevity VC market expected to grow from $8.5B in 2024 to $12-18B in 2026. Peter Diamandis	Biotech/Longevity	46%
0.63	Who of the unstable SMP will post this week?	manifold 2026-05-10	248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail	Robotics	34%
0.63	Mana inflation protection bonds	manifold 2026-05-11	TK10 $100T Sovereign Debt Crisis	—	12%
0.63	Bitcoin Up or Down on May 13?(market prob: 59%)	polymarket 2026-05-11	TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)	—	8%
0.63	How many minutes will CLASH (HS) be delayed by?	manifold 2026-05-12	INF_039 Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times now range 6 days to 6 weeks (up to ~54 days) because data centers are absorbing the world's HBM and memory supply — DRAM market transitioning to hourly v... Alex Finn	Consumer	77%
0.63	FDA BLA761342: TALVEY (TALQUETAMAB-TGVS) — JANSSEN BIOTECH	fda 2026-05-06	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	Bitcoin Up or Down on May 14?(market prob: 66%)	polymarket 2026-05-12	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.63	Will 12 or more Fed rate cuts happen in 2026?(market prob: 1%)	polymarket 2025-09-29	S_RECESSION_2027 NBER recession declared 2027	macro_recession	30%
0.63	Will Polymarket launch its official token in 2026?(market prob: 45%)	manifold 2026-05-13	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	When will the Jai programming language be public?	manifold 2026-05-10	234_021 OpenAI will launch consumer AI devices in 2027 Peter Diamandis	AI	50%
0.63	TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection	arxiv 2026-05-12	CYB_022 Supply-chain attacks targeting widely utilized open-source AI packages — exemplified by documented attacks on the LiteLLM framework — represent extreme systemic risk: a single compromised foundational code repository instantly and autonomously infects ... Alex Wissner-Gross	AI	76%
0.63	Model-based Bootstrap of Controlled Markov Chains	arxiv 2026-05-12	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	61%
0.63	Autoregressive Learning in Joint KL: Sharp Oracle Bounds and Lower Bounds	arxiv 2026-05-12	235_005 AI capability will grow 100x this year in raw parameter count as lower bound. Dave Blundin	AI	49%
0.63	PriorZero: Bridging Language Priors and World Models for Decision Making	arxiv 2026-05-12	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	PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior	arxiv 2026-05-12	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%
0.63	Split the Differences, Pool the Rest: Provably Efficient Multi-Objective Imitation	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%
0.63	Adaptive TD-Lambda for Cooperative Multi-agent Reinforcement Learning	arxiv 2026-05-12	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	61%
0.63	Adaptive TD-Lambda for Cooperative Multi-agent Reinforcement Learning	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%
0.63	Multi-Timescale Conductance Spiking Networks: A Sparse, Gradient-Trainable Framework with Rich Firing Dynamics for Enhanced Temporal Processing	arxiv 2026-05-12	INF_009 The first multi-behavior brain-organoid upload is imminent — wetware ('brain organoid') computing has progressed from Pong (2021) to Doom-class simulators (2025), and offers a pathway out of silicon thermal limits at ~20W per brain-equivalent compute. Alex Wissner-Gross	AI	17%
0.63	Unlocking Compositional Generalization in Continual Few-Shot Learning	arxiv 2026-05-12	229_042 Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task. Brett Adcock	AI	40%
0.63	GRAFT: Graph-Tokenized LLMs for Tool Planning	arxiv 2026-05-12	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	SoK: Unlearnability and Unlearning for Model Dememorization	arxiv 2026-05-12	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	61%
0.63	A Controlled Counterexample to Strong Proxy-Based Explanations of OOD Performance: in a Fixed Pretraining-and-Probing Setup	arxiv 2026-05-12	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	Sharpen Your Flow: Sharpness-Aware Sampling for Flow Matching	arxiv 2026-05-12	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	Will Trump say "Crypto" or "Bitcoin" during events with Xi Jinping?(market prob: 3%)	polymarket 2026-05-04	241_042 Post-tragedy, global leaders (US, China) will convene on AI governance Eric Schmidt	Geopolitics	44%
0.63	Will Deno Deploy acknowledge the incidents of 13th of May 2026 on their status page?(market prob: 10%)	manifold 2026-05-13	S_AI_PAUSE_2028 AI pause beginning 2028	ai_regulatory_pause	10%
0.63	High-Rate Quantized Matrix Multiplication II	arxiv 2026-05-13	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	Children's English Reading Story Generation via Supervised Fine-Tuning of Compact LLMs with Controllable Difficulty and Safety	arxiv 2026-05-13	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	Dynamical Predictive Modelling of Cardiovascular Disease Progression Post-Myocardial Infarction via ECG-Trained Artificial Intelligence Model	arxiv 2026-05-13	CMQ_006 Expert-level AI applied to biology/medicine will yield cures for cancer and Alzheimer's within 5-10 years, compressing a century of progress into a decade. Dario Amodei	Biotech/Longevity	36%
0.63	TurboGR: An Accelerated Training System for Large-Scale Generative Recommendation	arxiv 2026-05-13	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%
0.63	Vector-Quantized Discrete Latent Factors Meet Financial Priors: Dynamic Cross-Sectional Stock Ranking Prediction for Portfolio Construction	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%
0.63	Neural Surrogate Forward Modelling For Electrocardiology Without Explicit Intracellular Conductivity Tensor	arxiv 2026-05-13	INF_035 Advanced U.S. manufacturing capacity for 3D-printed liquid-cooling plates will scale rapidly — Fabric8Labs secured $50M (NEA + Intel Capital) specifically to address the AI-DC thermal bottleneck with electrochemically-deposited intricate cold-plate geo... Fabric8Labs (NEA / Intel Capital funded)	Semis	65%
0.63	Safe Bayesian Optimization for Uncertain Correlations Matrices in Linear Models of Co-Regionalization	arxiv 2026-05-13	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	On the Generalization of Knowledge Distillation: An Information-Theoretic View	arxiv 2026-05-13	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%
0.63	Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning	arxiv 2026-05-13	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	Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective	arxiv 2026-05-13	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	Separating Shortcut Transition from Cross-Family OOD Failure in a Minimal Model	arxiv 2026-05-13	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	Spread: Cavaliers (-4.5)(market prob: 50%)	polymarket 2026-05-14	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	Will SPY close above $750 on Friday, May 15, 2026?(market prob: 4%)	manifold 2026-05-15	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Codex be announced to have hit 5M WAUs before June?(market prob: 41%)	manifold 2026-05-14	247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis	AI	42%
0.63	Efficient Online Conformal Selection with Limited Feedback	arxiv 2026-05-14	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	Not All Symbols Are Equal: Importance-Aware Constellation Design for Semantic Communication	arxiv 2026-05-14	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	Beyond What to Select: A Plug-and-play Oscillatory Data-Volume Scheduling for Efficient Model Training	arxiv 2026-05-14	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	Composable Crystals: Controllable Materials Discovery via Concept Learning	arxiv 2026-05-14	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	Selective Safety Steering via Value-Filtered Decoding	arxiv 2026-05-14	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	IsoNet: Spatially-aware audio-visual target speech extraction in complex acoustic environments	arxiv 2026-05-14	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	Agentifying Patient Dynamics within LLMs through Interacting with Clinical World Model	arxiv 2026-05-14	CMQ_019 Physical intervention (literally unplugging data centers) may be required once AI agents begin communicating in proprietary, non-human-decipherable languages. Eric Schmidt	Geopolitics	16%
0.63	DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes	arxiv 2026-05-14	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	Fast Rates for Inverse Reinforcement Learning	arxiv 2026-05-14	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%
0.63	Collaborative Yet Personalized Policy Training: Single-Timescale Federated Actor-Critic	arxiv 2026-05-14	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%
0.63	Semantic Feature Segmentation for Interpretable Predictive Maintenance in Complex Systems	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%
0.63	Action-Conditioned Risk Gating for Safety-Critical Control under Partial Observability	arxiv 2026-05-14	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	61%
0.63	Artificial Intelligence-Assistant Cardiotocography: Unified Model for Signal Reconstruction, Fetal Heart Rate Analysis, and Variability Assessment	arxiv 2026-05-14	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%
0.63	Quantum Advantage in Multi Agent Reinforcement Learning	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%
0.63	DT-Transformer: A Foundation Model for Disease Trajectory Prediction on a Real-world Health System	arxiv 2026-05-14	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	Towards Fine-Grained and Verifiable Concept Bottleneck Models	arxiv 2026-05-14	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	Stochastic Matching via Local Sparsification	arxiv 2026-05-13	CMQ_059 Shift to local compute is driven by: (1) absolute data privacy, (2) cost control for high-volume inference, (3) running uncensored/customized LLMs unavailable on major clouds. Alex Finn	AI	62%
0.63	Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR)	arxiv 2026-05-13	COD_BIO_002 An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027 Codex Research Pack	Biotech/Longevity	50%
0.63	Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence	arxiv 2026-05-13	SPC_016 AI transforms Earth Observation satellites via on-orbit edge computing — parsing raw visual and radar data in space, downlinking only actionable insights rather than raw imagery; permanently handing tedious low-cognitive tasks to AI and reserving human... Ben Lamm	Space	72%
0.63	Will the price of Bitcoin be above $72,000 on May 17?(market prob: 100%)	polymarket 2026-05-10	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $82,000 on May 17?(market prob: 1%)	polymarket 2026-05-10	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $80,000 on May 17?(market prob: 4%)	polymarket 2026-05-10	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $74,000 on May 18?(market prob: 99%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	“Will Elon Musk mention Dogecoin before June ends?”(market prob: 17%)	manifold 2026-05-17	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Who of the unstable SMP will post this week?	manifold 2026-05-17	248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail	Robotics	34%
0.63	Will the May 2026 US CPI year-over-year reading come in above 2.8%?(market prob: 80%)	manifold 2026-05-16	247_009 Anthropic's implied valuation could reach $2 trillion in 2026 Dave Blundin	AI	46%
0.63	Will the price of Bitcoin be above $80,000 on May 19?(market prob: 2%)	polymarket 2026-05-12	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Solana dip to $60 in May?(market prob: 4%)	polymarket 2026-05-01	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%
0.63	Will the price of Bitcoin be above $78,000 on May 19?(market prob: 20%)	polymarket 2026-05-12	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $76,000 on May 19?(market prob: 84%)	polymarket 2026-05-12	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Fabien Roussel 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	50%
0.63	Will the May 2026 U.S. unemployment rate be at least 4.5%?(market prob: 14%)	manifold 2026-05-18	236_003 Jobs will get whisked away in many firms in 2026 Andrew Yang	Labor/Jobs	49%
0.63	Will ChatGPT personal finance release for Plus Plans in 2026?(market prob: 71%)	manifold 2026-05-18	244_032 Uber will cash flow $10B this year (2026) Dara Khosrowshahi	Markets/Stocks	55%
0.63	Will the price of Bitcoin be above $72,000 on May 20?(market prob: 100%)	polymarket 2026-05-13	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $82,000 on May 20?(market prob: 0%)	polymarket 2026-05-13	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will The Hunger Games: Sunrise on the Reaping be the top grossing movie of 2026?(market prob: 1%)	polymarket 2025-11-12	234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis	Markets/Stocks	67%
0.63	Will The Hunger Games: Sunrise on the Reaping 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%
0.63	Will Litecoin go up in the next 24 hours?(market prob: 34%)	manifold 2026-05-19	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%
0.63	Will Polymarket reimburse for the incorrect resolution on the crypto fund market?(market prob: 50%)	manifold 2026-05-18	242_055 Activist investing will be disrupted by AI writing open letters to public firms Alex Wissner-Gross	Markets/Stocks	34%
0.63	Will BTC-USD close above $100,000 on Friday, June 5, 2026?(market prob: 2%)	manifold 2026-05-18	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.63	General Preference Reinforcement Learning	arxiv 2026-05-18	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	Better Together: Evaluating the Complementarity of Earth Embedding Models	arxiv 2026-05-18	229_042 Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task. Brett Adcock	AI	40%
0.63	Aligned Training: A Parameter-Free Method to Improve Feature Quality and Stability of Sparse Autoencoders (SAE)	arxiv 2026-05-18	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models	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%
0.63	Unveiling Memorization-Generalization Coexistence: A Case Study on Arithmetic Tasks with Label Noise	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%
0.63	Unveiling Memorization-Generalization Coexistence: A Case Study on Arithmetic Tasks with Label Noise	arxiv 2026-05-18	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	Uncertainty Reliability Under Domain Shift: An Investigation for Data-Driven Blood Pressure Estimation in Photoplethysmography	arxiv 2026-05-18	CMQ_013 A 5-OOM (100,000x) effective-compute leap will occur between 2024-2027 — bridging GPT-4 high-schooler to fully automated AI researcher. Leopold Aschenbrenner	AI	40%
0.63	Training data attribution in diffusion models via mirrored unlearning and noise-consistent skew	arxiv 2026-05-18	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	Agentic Cost-Aware Query Planning with Knowledge Distillation for Big Data Analytics	arxiv 2026-05-18	AUT_020 AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag... MacKenzie Price	Education	49%
0.63	When a Zero-Shooter Cheats: Improving Age Estimation via Activation Steering	arxiv 2026-05-17	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	FDA ANDA218214: ESTRADIOL (ESTRADIOL) — ENCUBE	fda 2026-05-11	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	To what extent will Developmental Cognitive Interpretability be successful [Read Updated Description]	manifold 2026-05-29	234_044 Intelligence does not have a fixed upper bound; governance will cap it before IQ Salim Ismail	AI	39%
0.63	To what extent will Developmental Cognitive Interpretability be successful [Read Updated Description]	manifold 2026-05-29	CMQ_011 AGI is plausible within 10 years, BUT alignment and safety must be solved BEFORE reaching AGI — not concurrently, and not after. Demis Hassabis	AI	39%
0.63	$10m prize for 100m record claimed in 2027(market prob: 19%)	manifold 2026-05-28	247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis	AI	50%
0.63	Will 1mon (Max) wear a dress in 2026(market prob: 71%)	manifold 2026-05-25	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%
0.63	Who of the unstable SMP will post this week?	manifold 2026-05-24	248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail	Robotics	34%
0.63	REPOT: Recoverable Program-of-Thought via Checkpoint Repair	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%
0.63	Cookie-Bench: Continuous On-screen Key Interaction Evaluation for Web Generation	arxiv 2026-05-28	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	LaRA: Layer-wise Representation Analysis for Detecting Data Contamination in RL Post-Training	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%
0.63	PRAIB: Peer Review AI Benchmark of Behaviour of LLM-Assisted Reviewing	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%
0.63	Hista and Numca: Estimate State Value Effectively for LLM Reinforcement Learning	arxiv 2026-05-28	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	Benchmarking Positional Encoding Strategies for Transformer-Based EEG Foundation Models	arxiv 2026-05-28	248_033 Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. Dave Blundin	AI	37%
0.63	TRACE: Toulmin-based Reasoning Assessment through Constructive Elements for LLM CoT Evaluation	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%
0.63	Entity-Collision: A Stratified Protocol for Attributing Retrieval Lift in Agent Memory	arxiv 2026-05-28	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	Planning with the Views via Scene Self-Exploration	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%
0.63	Neural Operator-Based Surrogate Model for CFD:Helical Coil Steam Generator in Small Modular Reactor	arxiv 2026-05-28	INF_053 Valar Atomics "Nuclear Gigasite" model — clustering hundreds of identical High-Temperature Gas Reactors (HTGR) on a single remote heavily-regulated site — will emerge as the dominant deployment architecture for advanced fission, superseding scattered S... Isaiah Taylor	Energy	28%
0.63	Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance	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%
0.63	CLUBench: A Clustering Benchmark	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%
0.63	How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions	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%
0.63	How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions	arxiv 2026-05-28	SPC_017 Startups capable of cleaning, structuring, and validating multimodal data pipelines (video, telemetry, Earth-observation) will unlock enterprise value of space-based observations — unstructured multimodal data causes AI agent workflows to hallucinate o... Jennifer Li	AI	63%
0.63	Information-Directed Offline-to-Online Reinforcement Learning	arxiv 2026-05-28	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	GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models	arxiv 2026-05-28	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	BrahmicTokenizer-131K: An Indic-Capable Drop-In Replacement for o200k_base	arxiv 2026-05-28	247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross	AI	41%
0.63	KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs	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%
0.63	Prediction-Powered Inference Across Many Tasks for AI Evaluation & Social Science Research	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%
0.63	Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding	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%
0.63	Beyond English and Evasion: A Human-Annotated Multi-Domain Benchmark for High-Stakes LLM Safety Evaluation in Chinese	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%
0.63	GAPD: Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering	arxiv 2026-05-28	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%
0.63	GAPD: Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering	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%
0.63	Beyond Bilingual Transfer: Multilingual Code-Switching in Instruction Tuning	arxiv 2026-05-28	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%
0.63	Casual as an Anchor: Resolving Supervision Misalignment in Formality Transfer Dataset	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%
0.63	FoRA: Fisher-orthogonal Rank Adaptation for Parameter-Efficient Fine-Tuning	arxiv 2026-05-28	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 $76,000 on June 1?(market prob: 5%)	polymarket 2026-05-25	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $76,000 on June 1?(market prob: 5%)	polymarket 2026-05-25	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 June 1?(market prob: 1%)	polymarket 2026-05-25	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $78,000 on June 1?(market prob: 1%)	polymarket 2026-05-25	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Bitcoin Up or Down on June 2?(market prob: 47%)	polymarket 2026-05-31	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will FURIA win IEM Cologne Major 2026?(market prob: 16%)	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%
0.63	Will the price of Ethereum be above $2,400 on June 2?(market prob: 0%)	polymarket 2026-05-26	242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets	Markets/Stocks	45%
0.63	Who will launch the first crewed Mars flyby mission, USA or China?	manifold 2026-06-01	S_MARS_2028 Mars uncrewed: 2028 transfer window (most likely first attempt)	mars_uncrewed_landing	50%
0.63	Will Bitcoin be below 71K at end of week?(market prob: 98%)	manifold 2026-06-01	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	Who of the unstable SMP will post this week?	manifold 2026-06-01	248_038 We will see humanoid robot threats alongside the current Sam Altman backlash. Salim Ismail	Robotics	34%
0.63	FDA ANDA208002: LURASIDONE HYDROCHLORIDE (LURASIDONE HYDROCHLORIDE) — AMNEAL PHARMS CO	fda 2026-05-19	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 NDA209817: NUZYRA (OMADACYCLINE TOSYLATE) — PARATEK PHARMS	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%
0.63	FDA ANDA220747: FINERENONE (FINERENONE) — MACLEODS PHARMACEUTICALS LTD	fda 2026-05-14	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 Bitcoin reach $100,000 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%
0.63	Will Bitcoin dip to $57,500 in June?(market prob: 27%)	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%
0.63	Will Bitcoin dip to $47,500 in June?(market prob: 3%)	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%
0.63	Bitcoin Up or Down on June 3?(market prob: 60%)	polymarket 2026-06-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Bitcoin Up or Down on June 3?(market prob: 60%)	polymarket 2026-06-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will MIBR win IEM Cologne Major 2026?(market prob: 0%)	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%
0.63	Virgin Galactic Holdings, Inc (SPCE) (CIK 0001706946)	edgar_8k 2026-06-02	S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay	mars_uncrewed_landing	25%