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Sim	Doc	Source	Pred	Domain	Prior
0.63	RASER: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.63	Learning When to Translate for Multilingual Reasoning	arxiv 2026-06-01	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	ODTQA-FoRe: An Open-Domain Tabular Question Answering Dataset for Future Data Forecasting and Reasoning	arxiv 2026-06-01	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	On the Generalization in Topology Optimization via Sensitivity-Conditioned Bernoulli Flow Matching	arxiv 2026-06-01	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	Consistency evaluation of benchmarks used for causal discovery	arxiv 2026-06-01	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	TriAlign: Towards Universal Truth Consistency in Personalized LLM Alignment	arxiv 2026-06-01	232_007 TikTok wins as AI enables personalized, movie-quality content in many languages, taking over from movie industry. Dave Blundin	Media/Ads	32%
0.63	HAIM: Human-AI Music Datasets for AI Music Production Tracking Benchmark	arxiv 2026-06-01	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	31%
0.63	Demystifying Multimodal Biomolecular Co-design With Intrinsic Geodesic Coupling	arxiv 2026-06-01	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.63	ReSkill: Reconciling Skill Creation with Policy Optimization in Agentic RL	arxiv 2026-06-01	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	Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence	arxiv 2026-05-31	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	Physics-Guided Recurrent State-Space Neural Networks for Multi-Step Prediction	arxiv 2026-06-01	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	Edge-aware Decoding for Neural Asymmetric Routing	arxiv 2026-06-01	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	Ablating Archetypes: The Stability of Archetypal SAEs is an Artifact of Initialization and Metric Design	arxiv 2026-06-01	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	ContinuousBench: Can Differentially Private Synthetic Text Improve Capabilities?	arxiv 2026-06-01	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	Accelerating Min-Max Optimization via Power-Law Stepsizes	arxiv 2026-06-01	241_019 AI scaling laws have not hit an asymptote yet Eric Schmidt	AI	51%
0.63	CANARY: Zero-Label Detection of Fine-Tuning Contamination in Language Models	arxiv 2026-06-01	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	RDA: Reward Design Agent for Reinforcement Learning	arxiv 2026-06-01	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	IMWM: Intuition Models Complement World Models for Latent Planning	arxiv 2026-06-01	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	When Knowledge Is Not Free: Cost-Aware Evidence Selection in Retrieval-Augmented Generation	arxiv 2026-06-01	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	Cross-Environment Neural Reranking for Sample-Efficient Action Selection in Text-Based Agents	arxiv 2026-06-01	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	SentGuard: Sentence-Level Streaming Guardrails for Large Language Models	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.63	The Shape of Wisdom: Decision Trajectories in Language Models	arxiv 2026-05-31	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	BraveGuard: From Open-World Threats to Safer Computer-Use Agents	arxiv 2026-05-31	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	Lost in Delusion: Examining LLM Safety Under User Delusions and Distress	arxiv 2026-05-31	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	Will Ethereum reach $3,000 in June?(market prob: 0%)	polymarket 2026-06-01	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	Dota 2: Aurora vs Team Yandex (BO3) - BLAST Slam Playoffs(market prob: 46%)	polymarket 2026-06-02	247_042 Professional Robotics League first US match on April 19, 2026 in Boston Alex Wissner-Gross	Robotics	65%
0.63	Will the price of Ethereum be above $1,700 on June 4?(market prob: 97%)	polymarket 2026-05-28	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Will US headline CPI for May 2026 come in at 3.9% or higher year-over-year?(market prob: 67%)	manifold 2026-06-02	SEM_030 S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap). Mike Wilson	Capital Markets	43%
0.63	Will the price of Bitcoin be above $70,000 on June 5?(market prob: 0%)	polymarket 2026-05-29	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Tea FDV above $80M one day after launch(market prob: 0%)	polymarket 2026-05-26	SPC_002 A SpaceX public-market liquidity event will reach a $1.5 trillion to $2 trillion valuation target — with roughly one-third defensible solely on proven Starlink + launch cash flow, and remaining two-thirds resting on speculative programs (Starship V3, o... Morgan Stanley	Markets/Stocks	45%
0.63	Will the price of Ethereum be above $1,900 on June 5?(market prob: 2%)	polymarket 2026-05-29	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Will Bitcoin dip to $58,000 on June 4?(market prob: 2%)	polymarket 2026-06-04	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will S&P 500 (SPY) hit (LOW) $725 Week of June 1 2026?(market prob: 1%)	polymarket 2026-05-29	242_035 S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years Dave Blundin	Markets/Stocks	36%
0.63	Will S&P 500 (SPY) hit (LOW) $725 Week of June 1 2026?(market prob: 1%)	polymarket 2026-05-29	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.63	Will Bitcoin dip to $59,000 on June 5?(market prob: 5%)	polymarket 2026-06-05	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	Will Bitcoin dip to $56,000 on June 5?(market prob: 1%)	polymarket 2026-06-05	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the S&P500 close at 7650.00 or higher in June 2026?(market prob: 35%)	manifold 2026-06-05	242_035 S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years Dave Blundin	Markets/Stocks	36%
0.63	OneReason Technical Report	arxiv 2026-06-04	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	Design a Reliable LLM-Integrated Interface for Mortality Forecasting	arxiv 2026-06-04	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	TAM: Torque Adaptation Module for Robust Motion Transfer in Manipulation	arxiv 2026-06-04	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	Amortizing Federated Adaptation: Hypernetwork Driven LoRA for Personalized Foundation Models	arxiv 2026-06-04	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	Step-adaptive multimodal fusion network with multi-scale cloud feature learning for ultra-short-term solar irradiance forecasting	arxiv 2026-06-04	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.63	GenTI: Benchmarking LLMs for Autonomous IDPS Rule Generation for Unseen Attacks	arxiv 2026-06-04	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	When Surface Form Changes Moderation Decisions: A Paired Study of Code-Mixed Workflow Instability	arxiv 2026-06-04	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	Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding	arxiv 2026-06-04	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	How abundant are good interpolators?	arxiv 2026-06-04	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Latent Reasoning with Normalizing Flows	arxiv 2026-06-04	FUT_020 Profound structural collision: exponential AI cognitive bandwidth (Webb LAMs FUT_004) colliding with Zeihan demographic atrophy (FUT_007) forces corporations + sovereign states to delegate supply chain logistics, financial forecasting, infrastructure m... Multi-Forecaster Synthesis	Labor/Jobs	45%
0.63	$p$-adic Bi-Filtrations for Topological Machine Learning on Genomic Sequences	arxiv 2026-06-04	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	Merging model-based control with multi-agent reinforcement learning for multi-agent cooperative teaming strategies	arxiv 2026-06-04	AUT_005 Fundamental convergence between autonomous AI, enterprise software, and global defense infrastructure — future geopolitical supremacy dictated entirely by algorithmic dominance rather than traditional kinetic military assets; autonomous drones, AI-driv... Ben Horowitz	Defense	73%
0.63	Domain-Adapted Small Language Models with Hybrid Post-Processing: Achieving Cost-Efficient, Low-Latency Multi-Label Structured Prediction via LoRA Fine-Tuning on Scarce Data	arxiv 2026-06-04	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning	arxiv 2026-06-04	229_044 Positive transfer learning will continue to emerge, meaning more diverse data makes Figure robots broadly better at many tasks. Brett Adcock	AI	35%
0.63	Autoregressive Diffusion World Models for Off-Policy Evaluation of LLM Agents	arxiv 2026-06-04	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	Towards Unified and Data-Efficient Prognostics and Health Management with Tabular Foundation Models	arxiv 2026-06-03	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	FiLM-Based Speaker Conditioning of a SpeechLLM for Pathological Speech Recognition	arxiv 2026-06-04	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	31%
0.63	EMBER: Efficient Memory via Budgeted Evidence Retention for Long-Horizon Agents	arxiv 2026-06-04	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	Analysis of the Neglect-Zero Effect in Large Language Models	arxiv 2026-06-04	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	Automatic Generation of Titles for Research Papers Using Language Models	arxiv 2026-06-03	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	GRAIL: Gradient-Reweighted Advantages for Reinforcement Learning with Verifiable Rewards	arxiv 2026-06-03	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	Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026	arxiv 2026-06-03	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	31%
0.63	Multi-Resolution Tactile Imitation Learning for Contact-Rich Robotic Manipulation	arxiv 2026-06-04	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	31%
0.63	DexFuture: Hierarchical Future-State Visuomotor Targeting for Bimanual Dexterous Tool Use	arxiv 2026-06-04	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.63	MoDex: A Diffusion Policy for Sequential Multi-Object Dexterous Grasping	arxiv 2026-06-03	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	Teaching Robots to Say 'I Don't Know' : SENTINEL for Uncertainty-Aware SLAM	arxiv 2026-06-03	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	HapTile: A Haptic-Informed Vision-Tactile-Language-Action Dataset for Contact-Rich Imitation Learning	arxiv 2026-06-03	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	31%
0.63	SoftPINCH: EMG-Driven Soft Exoskeleton Assistance for Finger Flexion and Grasping	arxiv 2026-06-03	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 $62,000 on June 7?(market prob: 20%)	polymarket 2026-06-04	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will May 2026 U.S. real personal consumption expenditures rise at least 0.3% month-over-month?(market prob: 45%)	manifold 2026-06-06	230_035 GDP will 2x or 3x year-over-year in early 2030s if everything goes well. Alex Wissner-Gross	Macro/Economy	32%
0.63	Will the price of Bitcoin be above $68,000 on June 8?(market prob: 1%)	polymarket 2026-06-01	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 8?(market prob: 69%)	polymarket 2026-06-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the U.S. invade Mexico in 2026?(market prob: 4%)	polymarket 2026-01-05	FUT_022 Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking... Peter Zeihan	Macro/Economy	72%
0.63	[Add options] Conditional on me joining these real-money prediction markets, will I have positive profit after a month?	manifold 2026-06-07	SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore	Semis/Markets	53%
0.63	Will Bitcoin reach $65,000 on June 7?(market prob: 3%)	polymarket 2026-06-07	INF_068 2026 will be a watershed year for state and institutional Bitcoin accumulation — nations will drive a sustained Bitcoin shopping spree, formalizing digital assets as reserve infrastructure. Michael Saylor	Crypto	29%
0.63	Will the price of Ethereum be above $1,900 on June 8?(market prob: 0%)	polymarket 2026-06-01	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Will Ethereum dip to $1,550 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	Evidence-Based Intelligent Diagnostic and Therapeutic Visualization System with Large Language Models: Multi-Turn Interaction and Multimodal Treatment Plan Generation	arxiv 2026-06-05	CMQ_009 Altman's claim of doctor-level AI diagnostic capability within 2-3 years is 'pure nonsense' — fails to account for medical communication, diagnostic uncertainty, and ethical complexity. Demis Hassabis	AI	46%
0.63	LLM Agent-Assisted Reverse Engineering with Quantitative Readability Metrics	arxiv 2026-06-05	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	Sparsely gated tiny linear experts	arxiv 2026-06-05	238_071 Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs Alex Wissner-Gross	AI	35%
0.63	TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models	arxiv 2026-06-05	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	GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting	arxiv 2026-06-05	CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner	AI	50%
0.63	Geometry of Semantic Space: Comparative Study of Discrete and Continuous Models	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	MADE: Beyond Scoring via a Multilingual Agentic Diagnosing Engine for Fine-Grained Evaluation Insights	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	STRIPS-WM: Learning Grounded Propositional STRIPS-style World Models from Images	arxiv 2026-06-05	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	Will Ethereum dip to $1,500 on June 7?(market prob: 0%)	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 the price of Ethereum be above $1,800 on June 8?(market prob: 5%)	polymarket 2026-06-01	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Will the price of Bitcoin be above $70,000 on June 9?(market prob: 0%)	polymarket 2026-06-02	SEM_039 Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory. Jack Dorsey	Semis/ASICs	83%
0.63	Who Earns the Safety? Intervention-Aware Quantum Predictive Control with Safety Attribution	arxiv 2026-06-08	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	Learning to Attack and Defend: Adaptive Red Teaming of Language Models via GRPO	arxiv 2026-06-08	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	Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration	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	Context-Aware Deep Learning for Defect Classification in Atomic-Resolution STEM	arxiv 2026-06-08	COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack	Semis	50%
0.63	Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short	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	Beyond Humans: Multispecies Animal Face Recognition Using Transfer Learning	arxiv 2026-06-08	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	Context-Fractured Decomposition Attacks on Tool-Using LLM Agents: Exploiting Artifact Provenance Gaps	arxiv 2026-06-08	CYB_002 Despite raw agentic tool-use benchmarks tracking ahead of schedule, the enterprise reality involves significant operational friction — the 'integration schlep' — characterized by legacy software incompatibilities, rigid corporate bureaucracies, and per... Leopold Aschenbrenner	Macro/Economy	85%
0.63	An Effective Router for Vision-Language Model Selection	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	Knowledge Graphs and Reasoning LLMs for Finding Simple Yet Effective Transcriptomic Perturbation Predictors	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	How Many Counterfactuals Does It Take? Probing VLM Hallucinations Through Circuits and Causal Effects	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	When Do Local Score Models Extrapolate Across Size? A Diagnostic Theory and Benchmark	arxiv 2026-06-08	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	When Do Local Score Models Extrapolate Across Size? A Diagnostic Theory and Benchmark	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	In-Context Learning for Latent Space Bayesian Optimization	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	Now You (Still) See Me: Detecting Evasive Steganographic Payloads in LLMs	arxiv 2026-06-08	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	ERBench: A Benchmark and Testsuite for Equation Discovery Algorithms	arxiv 2026-06-08	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits	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	OptMuon: Closed-Loop Orthogonalized Momentum Methods for Stochastic Optimization with Zero-Noise Optimality	arxiv 2026-06-07	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	IR-SIM: A Lightweight Skill-Native Simulator for Navigation, Learning, and Benchmarking	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	Routine laboratory trajectories encode the onset of organ-level complications in cancer	arxiv 2026-06-07	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	IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking	arxiv 2026-06-08	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	TruthSplit: Operationalizing Conditional Validity in Arguments Through Multi-Perspective Reasoning	arxiv 2026-06-08	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	HydraQE: OSU's Submission for the IWSLT 2026 Speech Translation Metrics Shared Task	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	Inside the LLM Word Factory	arxiv 2026-06-07	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	MosaicIMU: Composing Carrier Experts for Generalizable Neural Inertial Odometry	arxiv 2026-06-08	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	MotionWAM: Towards Foundation World Action Models for Real-Time Humanoid Loco-Manipulation	arxiv 2026-06-08	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	31%
0.63	Real-Time and Accurate Collision-Free Teleoperation via Differentiable Constraint-Based Trajectory Planning	arxiv 2026-06-07	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	FAWAM: Force-Aware World Action Models for Closed-Loop Contact-Rich Manipulation	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	Will the price of Bitcoin be above $58,000 on June 11?(market prob: 97%)	polymarket 2026-06-04	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Base launch a token by June 30, 2026?(market prob: 1%)	polymarket 2025-12-04	234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis	Markets/Stocks	31%
0.63	Counter-Strike: Aurora Gaming vs Monte (BO3) - IEM Cologne Major Stage 3(market prob: 63%)	polymarket 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	The Role of Feedback Alignment in Self-Distillation	arxiv 2026-06-09	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.63	Provenance-Grounded Gating and Adaptive Recovery in Synthetic Post-Training Data Curation	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	Structure from Reasoning, Numbers from Search: On-Premise Open LLMs as Structural Priors for Coupled MIMO Controller Tuning	arxiv 2026-06-09	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	30%
0.63	Bellman-Taylor Score Decoding for Markov Decision Processes with State-Dependent Feasible Action Sets	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	Optimal Post-Training Quantization Scales and Where to Find Them	arxiv 2026-06-09	TK01 AGI Capability Plateau (2026-27 Training Stall)	—	15%
0.63	READER: Robust Evidence-based Authorship Decoding via Extracted Representations	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	A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems	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	Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency	arxiv 2026-06-09	CYB_019 Deployment of 'world model systems' — AI that accurately simulates and anticipates the physical and thermodynamic dynamics of reality — serves as the critical foundational training ground for embodied agents, letting them experience billions of hours o... Demis Hassabis	Robotics	44%
0.63	Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation	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	Benchmarking Knowledge Editing using Logical Rules	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	Machine Learning Methods for Studying Latent Neural Activity Dynamics	arxiv 2026-06-09	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	Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation	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	BiWM: Advancing Open-Source Interactive Video World Models with Bidirectional Autoregression	arxiv 2026-06-08	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	FedSteer: Taming Extreme Gradient Staleness in Federated Learning with Corrective Projections and Caching	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	Itô maps for any-step SDEs	arxiv 2026-06-09	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	Overcoming Rank Collapse in Feedback Alignment	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	Data-Driven Dynamic Assortment in Online Platforms: Learning about Two Sides	arxiv 2026-06-09	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	GRAFT: Gain-Recalibrated Adapters for Transformer-Based Neural Population Activity Modeling	arxiv 2026-06-09	AUT_013 'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production slow but deployment scales to capture multi-trillion-dollar transportation market. Humanoid robots (Optimus) event... Elon Musk	Auto/Transport	15%
0.63	When Do Autoregressive Sequence Models Forecast Physical Wavefields? A Controlled Study on Synthetic Seismograms	arxiv 2026-06-09	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 Does Reasoning Flow? Tracing Attention-Induced Information Flow for Targeted RL in LLMs	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	Decision-Calibrated Conformal Uncertainty for Pacing Decisions in Streaming Advertising	arxiv 2026-06-08	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	TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning	arxiv 2026-06-09	240_048 Spreadsheet, SQL, code, UI jobs will be done by AI starting at end of this year Dave Blundin	Labor/Jobs	30%
0.63	IMPACT: Learning Internal-Model Predictive Control for Forceful Robotic 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	SARM2: Multi-Task Stage Aware Reward Modeling for Self Improving Robotic 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	Efficient-WAM: A 1B-Parameter World-Action Model with Low-Cost Future Imagination	arxiv 2026-06-08	CYB_019 Deployment of 'world model systems' — AI that accurately simulates and anticipates the physical and thermodynamic dynamics of reality — serves as the critical foundational training ground for embodied agents, letting them experience billions of hours o... Demis Hassabis	Robotics	44%
0.63	Wave packets from the spectrum	arxiv 2026-06-08	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.63	FDA ANDA204237: RABEPRAZOLE SODIUM (RABEPRAZOLE SODIUM) — RUBICON RESEARCH	fda 2026-06-05	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	Will the price of Bitcoin be above $58,000 on June 12?(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 Jumanji 3 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	Ambient Diffusion Policy: Imitation Learning from Suboptimal Data in Robotics	arxiv 2026-06-10	229_038 Robotics/humanoid GDP contribution could 100x a jurisdiction's GDP where robots are deployed (latent capital unlock). Dave Blundin	Macro/Economy	11%
0.63	Reinforcement Learning Disrupts Gradient-Based Adversarial Optimization	arxiv 2026-06-10	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	The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning	arxiv 2026-06-10	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	Designing AI-Supported Focus Groups: A Role x Modality Playbook	arxiv 2026-06-10	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	SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning	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	Model-Based and Data-Driven Hierarchical Control and Topology Co-Design for Robust Networked Systems	arxiv 2026-06-10	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	Model-Based and Data-Driven Hierarchical Control and Topology Co-Design for Robust Networked Systems	arxiv 2026-06-10	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	Phase Transitions in Attention: A Bayesian Theory of Copy Head Emergence	arxiv 2026-06-10	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	Simplicity Suffices for Parameter Noise Injection in Stochastic Gradient Descent	arxiv 2026-06-10	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	PAWS: Preference Learning with Advantage-Weighted Segments	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	When is Your LLM Steerable?	arxiv 2026-06-10	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Range-Aware Bayesian Optimization for Discovering Diverse Designs within Target Property Windows	arxiv 2026-06-10	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	Teaching Diffusion to Speculate Left-to-Right	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	Data-Driven Dynamic Assortment in Online Platforms: Learning about Two Sides	arxiv 2026-06-09	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	Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria	arxiv 2026-06-09	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	Measuring Epistemic Resilience of LLMs Under Misleading Medical Context	arxiv 2026-06-10	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	Agreement in Representation Space for Open-Ended Self-Consistency	arxiv 2026-06-10	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	When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models	arxiv 2026-06-10	235_020 Transition to VLA humanoid robots taking over fast food jobs in 2-3 years. Alex Wissner-Gross	Robotics	29%
0.63	SAGE: Answer-Conditioned Uncertainty Targets for Verbal Uncertainty Alignment	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	facebookresearch/fairchem fairchem_core-2.19.0	github_release 2026-03-26	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.63	facebookresearch/fairchem fairchem_core-2.13.0	github_release 2025-12-11	CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang	Semis	83%
0.63	Will the price of Bitcoin be above $66,000 on June 14?(market prob: 6%)	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	What will be the unemployment rate at Manifest 2027?	manifold 2026-06-12	234_034 Andrew Yang predicts 20-50% of 70M US white collar workers could be displaced in 1-2 years Andrew Yang	Labor/Jobs	45%
0.63	ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning	arxiv 2026-06-11	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	Humor Style Drives Laughter, Topic Shapes Acceptability: Evaluating Bilingual Personal and Political Robot-Delivered AI Jokes	arxiv 2026-06-11	AI_035 In a world where superintelligent AI can perform all economically valuable, scientific, and creative tasks, humanity faces profound existential questions regarding its 'meaning of life' — potentially leaving humans without a primary teleological purpos... Nick Bostrom	Other	37%
0.63	Mental-R1: Aligning LLM Reasoning for Mental Health Assessment	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	APCyc: Property-Informed Design of Cyclic Peptides via Automated Cyclization	arxiv 2026-06-11	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	MDForge: Agentic Molecular Dynamics Pipeline Design under Sparse Simulator Feedback	arxiv 2026-06-11	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	PolicyGuard: Towards Test-time and Step-level Adversary Defense for Reinforcement Learning Agent	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	Teach-and-Repeat: Accurately Extracting Operational Knowledge from Mobile Screen Demonstrations to Empower GUI Agents	arxiv 2026-06-11	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	SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems	arxiv 2026-06-10	CMQ_046 Sustained memory contexts required for agent 'memory' will drive additional 15-45 exabytes of DRAM demand by 2027 — up to 77% of global supply. Morgan Stanley	Semis/Memory	56%
0.63	"Did you lie?" Evaluating Lie Detectors across Model Scale and Belief-Verified Model Organisms	arxiv 2026-06-10	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	Uncertainty Estimation for Molecular Diffusion Models	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	Accelerating Speculative Diffusions via Block Verification	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	Quality-Preserving Imperceptible Adversarial Attack on Skeleton-based Human Action Recognition	arxiv 2026-06-11	232_008 Real-time AI video generation will break any video/voice-based security mechanisms. Ben Horowitz	AI	46%
0.63	Reliability of Probabilistic Emulation of Physical Systems	arxiv 2026-06-11	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	Direct Preference Optimization for Chatbot Fine-Tuning: An Empirical Study	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	The Metric Picks the Winner: Evaluation Choice Flips Model Rankings for Drug-Response Prediction in Unseen Chemistry	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	From Tokens to Faces: Investigating Discrete Speech Representations for 3D Facial Animation	arxiv 2026-06-11	232_011 Jury is still out on whether speech will be the modality of the future for high-bandwidth operation. Alex Wissner-Gross	AI	38%
0.63	Visual Place Recognition in Forests with Depth-Aware Distillation	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	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 Robinhood still be offering prediction markets in 2027(market prob: 90%)	manifold 2026-06-13	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.63	Will England become a US state before 2045?(market prob: 12%)	manifold 2026-06-12	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	Will the price of Bitcoin be above $68,000 on June 15?(market prob: 3%)	polymarket 2026-06-08	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 $62,000 on June 15?(market prob: 98%)	polymarket 2026-06-08	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 15?(market prob: 22%)	polymarket 2026-06-08	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Trump speak to Vladimir Putin in June?(market prob: 99%)	polymarket 2026-05-26	240_045 White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer) Alex Wissner-Gross	Geopolitics	39%
0.63	Will the price of Bitcoin be above $58,000 on June 16?(market prob: 100%)	polymarket 2026-06-09	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will this market get between 10-20 unique traders by June 20?(market prob: 25%)	manifold 2026-06-15	S_IPO_TRILLION_2028 First $1T+ IPO in 2028	ipo_trillion_plus	25%
0.63	Will Austria win on 2026-06-17?(market prob: 72%)	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 Bitcoin be above $56,000 on June 17?(market prob: 100%)	polymarket 2026-06-10	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 $54,000 on June 18?(market prob: 100%)	polymarket 2026-06-11	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the July 2026 U.S. U-6 unemployment rate be at least 8.0%?(market prob: 37%)	manifold 2026-06-15	238_017 Uber will automate approximately 30% of its employment this year (2026) Dara Khosrowshahi	Labor/Jobs	51%
0.63	Will the July 2026 U.S. U-6 unemployment rate be at least 8.0%?(market prob: 37%)	manifold 2026-06-15	INF_047 2026 US GDP growth will land in a robust 4.6%–6.2% range — driven primarily by AI-driven productivity gains and massive physical-infrastructure capex. Chamath Palihapitiya	Macro/Economy	31%
0.63	Adaptive and Explicit safe: Triggering Latent Safety Awareness in Large Reasoning Models	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	OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models	arxiv 2026-06-15	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	MR-GVNO: A Geometry-Aware Variational Physics-Informed Neural Operator for Mindlin-Reissner Plates on Irregular Domains	arxiv 2026-06-15	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	Entropy-Gated Latent Recursion	arxiv 2026-06-15	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	ArtNet: A JEPA-Like Articulatory Predictive Framework for Robust Zero-Shot Phoneme Recognition	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	31%
0.63	PACT: Privileged Trace Co-Training for Multi-Turn Tool-Use Agents	arxiv 2026-06-15	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	Sensor-Conditioned Representation Learning via Scene-Relevant Observation Quotients	arxiv 2026-06-15	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	EgoPhys: Learning Generalizable Physics Models of Deformable Objects from Egocentric Video	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	Do Safety Monitors Stay Reliable After an Update? Benchmarking and Predicting Activation-Monitor Staleness	arxiv 2026-06-14	CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner	AI	50%
0.63	ControlMap: Controllable High-Definition Map Generation for Traffic Scenario Simulation	arxiv 2026-06-14	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	UrbanWell: Benchmarking Multimodal Large Language Models for Spatio-Temporal Urban Wellbeing Analytics	arxiv 2026-06-14	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	Beyond the Smile: A Hybrid Convolutional VAE for Crypto Volatility Surfaces	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	PhysGuard: Fisher-Guided Gradient Projection for Sim-to-Real Neural PDE Surrogates	arxiv 2026-06-15	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	CacheMuon: Using Temporal Preconditioning To Approximate Polar Factor	arxiv 2026-06-15	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	Diffusion Offline Reinforcement Learning for Fair and Energy-Efficient UAV-Assisted Wireless Networks	arxiv 2026-06-15	AUT_005 Fundamental convergence between autonomous AI, enterprise software, and global defense infrastructure — future geopolitical supremacy dictated entirely by algorithmic dominance rather than traditional kinetic military assets; autonomous drones, AI-driv... Ben Horowitz	Defense	73%
0.63	Evolutionary Bilevel Reward Shaping for Generalization in Reinforcement Learning	arxiv 2026-06-15	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	DEEPRUBRIC: Evidence-Tree Rubric Supervision for Efficient Reinforcement Learning of Deep Research Agents	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	DEEPRUBRIC: Evidence-Tree Rubric Supervision for Efficient Reinforcement Learning of Deep Research Agents	arxiv 2026-06-15	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	LLM-Assisted Stance Detection in Scientific Discourse: A Test Case in Bayesian Cognitive Science	arxiv 2026-06-14	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	Emergent retokenization symmetry in large language models: phenomenology and applications	arxiv 2026-06-14	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	PROSE: Training-Free Egocentric Scene Registration with Vision-Language Models	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	PO-PDDL: Learning Symbolic POMDPs from Visual Demonstrations for Robot Planning Under Uncertainty	arxiv 2026-06-14	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	FDA ANDA078005: OXCARBAZEPINE (OXCARBAZEPINE) — ANI PHARMS	fda 2026-06-08	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	31%
0.63	Will Canada win on 2026-06-18?(market prob: 77%)	polymarket 2026-04-06	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	37%
0.63	Will the price of Bitcoin be above $62,000 on June 18?(market prob: 95%)	polymarket 2026-06-11	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 $58,000 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	Bitcoin Up or Down on June 18?(market prob: 11%)	polymarket 2026-06-16	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.63	Will the price of Bitcoin be above $68,000 on June 18?(market prob: 1%)	polymarket 2026-06-11	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 18?(market prob: 7%)	polymarket 2026-06-11	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Ethereum be above $1,700 on June 18?(market prob: 82%)	polymarket 2026-06-11	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Will the price of Bitcoin be above $52,000 on June 18?(market prob: 100%)	polymarket 2026-06-11	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Ethereum be above $1,800 on June 18?(market prob: 8%)	polymarket 2026-06-11	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Market Cap Leaderboard June 2026 Prop Bets!	manifold 2026-06-17	S_IPO_TRILLION_2027 First $1T+ IPO in 2027	ipo_trillion_plus	40%
0.63	Market Cap Leaderboard June 2026 Prop Bets!	manifold 2026-06-17	TK04 Macro Recession 2026-27 (Structural Deleveraging)	—	25%
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	AUT_004 Equity markets will algorithmically reward corporate entities that utilize AI to slash headcount while ruthlessly punishing those that retain human-heavy operational structures — transforming AI from productivity tool into an economic surveillance mech... Andrew Yang	Markets/Stocks	30%
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	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	S4oP: Operator-level Pruning of Structured State Space Models for Resource-Constrained Devices	arxiv 2026-06-16	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	Security and Privacy Prompts in the Wild: What Users Ask LLMs and How LLMs Respond	arxiv 2026-06-16	231_021 Privacy is cooked; every major company will have AI-recording wearables and micro drones gathering data. Peter Diamandis	Consumer	59%
0.63	C2FL: Clustered Continual Federated Learning under Spatial and Temporal Drift	arxiv 2026-06-16	234_003 Within 1-2 years we will look back and wonder why training was centralized while inference was decentralized Alex Wissner-Gross	AI	38%
0.63	Functional Equivalence in Attention: A Comprehensive Study with Applications to Linear Mode Connectivity	arxiv 2026-06-16	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	No-Free-Fairness: Fundamental Limits and Trade-offs in Learning Systems	arxiv 2026-06-16	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	Talking to Your Data: Exploring Embodied Conversation as an Interface for Personal Health Reflection	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	FllumaOne: A Code-Native Multimodal CAD Dataset with Executable Programs and Kernel-Validated Feature Histories	arxiv 2026-06-16	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	FllumaOne: A Code-Native Multimodal CAD Dataset with Executable Programs and Kernel-Validated Feature Histories	arxiv 2026-06-16	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	SuCo: Sufficiency-guided Continuous Adaptive Reasoning	arxiv 2026-06-16	230_040 AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly. Peter Diamandis	AI	27%
0.63	Offline Preference-Based Trajectory Evaluation	arxiv 2026-06-16	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	Pulling The REINS: Training-Free Safety Alignment of Video Diffusion Models via Representation Steering	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	Sign-Rank, Index, and List Replicability: Connections and Separations	arxiv 2026-06-16	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	OmniPlan: An Adaptive Framework for Timely and Near-Optimal Network Planning Optimization	arxiv 2026-06-16	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	Uncertainty Quantification for Flow-Based Vision-Language-Action Models	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	Non-negative Matrix Factorisation with Topological Regularisation	arxiv 2026-06-16	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	Learning to Refine Hidden States for Reliable LLM 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	Damage Adaptation in Seconds for Architected Materials	arxiv 2026-06-16	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	On the Memorization Behavior of LLMs in Generative Recommendation: Observations, Implications, and Training Strategies	arxiv 2026-06-15	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	Rethinking Groups in Critic-Free RLVR	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	Improving low-resource ASR using bilingual fine-tuning with language identification: a cross-linguistic evaluation	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	31%
0.63	GASE: Gaussian Splatting-Based Automated System for Reconstructing Embodied-Simulation Environments	arxiv 2026-06-16	CYB_019 Deployment of 'world model systems' — AI that accurately simulates and anticipates the physical and thermodynamic dynamics of reality — serves as the critical foundational training ground for embodied agents, letting them experience billions of hours o... Demis Hassabis	Robotics	44%
0.63	Beyond Benchmarks: Continuous Edge Inference for Fine-Grained Roadside Perception	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	ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining	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	openai/openai-python v2.43.0	github_release 2026-06-17	234_017 OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks OpenAI Codex Lead	AI	33%
0.63	openai/openai-python v2.43.0	github_release 2026-06-17	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 $72,000 on June 20?(market prob: 0%)	polymarket 2026-06-13	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Rethinking Reward Supervision: Rubric-Conditioned Self-Distillation	arxiv 2026-06-17	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	30%
0.63	Reference-Driven Multi-Speaker Audio Scene Generation from In-the-Wild Priors	arxiv 2026-06-17	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	31%
0.63	NeSyCat Torch: A Differentiable Tensor Implementation of Categorical Semantics for Neurosymbolic Learning	arxiv 2026-06-17	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	Mechanism-Guided Selective Unlearning for RLVR-Induced Reasoning	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	Forecasting what Matters: Decision-Focused RL for Controlled EV Charging with Unknown Departure Times	arxiv 2026-06-17	INF_067 Uber will execute "utilization guarantee agreements" with major charging networks — EVgo in the US; Electra, Hubber, and Ionity in Europe — giving autonomous fleets prioritized access to power grids and converting charging networks into fleet-demand-ce... Dara Khosrowshahi	Auto/Transport	64%
0.63	Beyond Safe Data: Pretraining-Stage Alignment with Regular Safety Reflection	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	TransitNet: A Compact Attention-Augmented Deep Learning Framework for Low-SNR Transit Blind Searches	arxiv 2026-06-17	240_012 Neutrino-based communication will give ultra-low latency through the Earth in a few years Alex Wissner-Gross	AI	35%
0.63	TransitNet: A Compact Attention-Augmented Deep Learning Framework for Low-SNR Transit Blind Searches	arxiv 2026-06-17	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	Dual Dimensionality for Local and Global Attention	arxiv 2026-06-17	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Deep Learning-Driven Inverse Design of Doherty Power Amplifiers Using Pixelated Combiners and Dual-State Impedance Synthesis	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	The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data	arxiv 2026-06-16	AUT_004 Equity markets will algorithmically reward corporate entities that utilize AI to slash headcount while ruthlessly punishing those that retain human-heavy operational structures — transforming AI from productivity tool into an economic surveillance mech... Andrew Yang	Markets/Stocks	30%
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	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	A Neural Network Framework for Geodesic-Like Curve Computation on Parametric Surfaces	arxiv 2026-06-17	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	When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?	arxiv 2026-06-16	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	Hierarchical Attention via Domain Decomposition	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	Hierarchical Attention via Domain Decomposition	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	Mixed-Precision Communication-Avoiding SGD for Generalized Linear Models on GPUs	arxiv 2026-06-16	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	Beyond Prediction: Tail-Aware Scheduling for LLM Inference	arxiv 2026-06-16	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	56%
0.63	OmniPlan: An Adaptive Framework for Timely and Near-Optimal Network Planning Optimization	arxiv 2026-06-16	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	GraphPO: Graph-based Policy Optimization for Reasoning Models	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	RegMix-D: Dynamic Data Mixing via Proxy Training Trajectories	arxiv 2026-06-17	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Zero-Shot Long-Horizon Dexterous Manipulation via Multi-View 3D-Grounded VLM 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	Modeling Branches for Active Manipulation using Iterative Parameter Estimation	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	Monocular 3D Occupancy Perception for Robots on Sidewalks via Hybrid 2D-3D Learning	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	GCNGrasp-VP: Affordance-Guided View Planning for Efficient Task-Oriented Grasping	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	SRL: Combining SLIP Model and Reinforcement Learning for Agile Robotic Jumping	arxiv 2026-06-17	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	Task Allocation and Motion Planning in Dynamic, Cluttered Environments via CBBA and Graphs of Convex Sets	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	Will the price of Bitcoin be above $58,000 on June 20?(market prob: 100%)	polymarket 2026-06-13	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 20?(market prob: 37%)	polymarket 2026-06-18	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	Bitcoin Up or Down on June 20?(market prob: 37%)	polymarket 2026-06-18	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Crude Oil (CL) hit (HIGH) $95 by end of June?(market prob: 2%)	polymarket 2026-06-10	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Will Keir Starmer be the next leader out before 2027?(market prob: 90%)	polymarket 2026-04-27	AI_021 The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca... Andrew Yang	Labor/Jobs	46%
0.63	QMFOL: Benchmarking Large Language Model Reasoning via Quantifiable Monadic First-Order Logic Test Case Generation	arxiv 2026-06-18	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	BIM-Edit: Benchmarking Large Language Models for IFC-Based Building Information Modeling	arxiv 2026-06-18	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	Policy-aware Vector Search: A Vision for Fine Grained Access Control in Vector Databases	arxiv 2026-06-18	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	Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models	arxiv 2026-06-18	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	FlowFake: Liquid Networks for Audio Deepfake Detection	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	Self-Adaptive Scale Handling for Forecasting Time Series with Scale Heterogeneity	arxiv 2026-06-18	TK01 AGI Capability Plateau (2026-27 Training Stall)	—	15%
0.63	VIMPO: Value-Implicit Policy Optimization for LLMs	arxiv 2026-06-18	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	Comparing Linear Probes with Mahalanobis Cosine Similarity	arxiv 2026-06-17	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	Unsupervised Causal Abstractions Discovery	arxiv 2026-06-17	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	Predicting Mergeability of Parameter-Efficient Fine-Tuning Updates	arxiv 2026-06-17	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	Tracking Representation Dynamics in Large Language Models with Persistent Homology	arxiv 2026-06-17	INF_027 AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC. Demis Hassabis	Biotech/Longevity	38%
0.63	Insulin4RL: Real-Time Insulin Management in the Intensive Care Unit for Offline Reinforcement Learning	arxiv 2026-06-17	INF_027 AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC. Demis Hassabis	Biotech/Longevity	38%
0.63	Characterizing Narrative Content in Web-scale LLM Pretraining Data	arxiv 2026-06-17	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	Will the price of Bitcoin be above $58,000 on June 21?(market prob: 100%)	polymarket 2026-06-14	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 $58,000 on June 21?(market prob: 100%)	polymarket 2026-06-14	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	FDA ANDA218900: TOFACITINIB CITRATE (TOFACITINIB CITRATE) — SAPTALIS PHARMS	fda 2026-06-09	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	31%
0.63	Will New Zealand vs. Egypt end in a draw?(market prob: 24%)	polymarket 2026-04-06	240_046 Public interest in any alien disclosure will fade within one or two days Alex Wissner-Gross	Media/Ads	43%
0.63	Will Tumbles and Polymarket resolve the same way regarding "Starmer out before July?"(market prob: 99%)	manifold 2026-06-21	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 23?(market prob: 97%)	polymarket 2026-06-16	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 23?(market prob: 6%)	polymarket 2026-06-16	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 23?(market prob: 1%)	polymarket 2026-06-16	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 June 23?(market prob: 0%)	polymarket 2026-06-16	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Claude Sonnet 5 be released before June 28?(market prob: 3%)	manifold 2026-06-22	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	37%
0.63	What Will The Odyssey Global Box Office Gross be (in Millions)	manifold 2026-06-23	247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis	AI	50%
0.63	TailorMind: Towards Preference-Aligned Multimodal Content Generation	arxiv 2026-06-22	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	DVL-DeepONet: A Physics-Guided Operator Learning for Resilient Underwater Navigation	arxiv 2026-06-22	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	ReasoningLens: Hierarchical Visualization and Diagnostic Auditing for Large Reasoning Models	arxiv 2026-06-22	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	EHR-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning	arxiv 2026-06-22	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	Exposing the Illusion of Erasure in Knowledge Editing for LLMs	arxiv 2026-06-22	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	SPADE: Structure-Prior Adaptive Decision Estimation	arxiv 2026-06-22	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	Physics-governed executable modelling of triboelectric nanogenerators	arxiv 2026-06-22	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	Training Open Models for Agentic Phone Use	arxiv 2026-06-22	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	Joint Air Traffic Flow and Capacity Management via Answer Set Programming	arxiv 2026-06-22	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	Hierarchical Reinforcement Learning for Sparse-Reward Search in Commutative Algebra	arxiv 2026-06-22	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	Intend, Reflect, Refine: An Adaptive Multimodal Reflection Framework for Autonomous Driving	arxiv 2026-06-22	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	The Unseen Hand: Manipulating Model Fairness and SHAP with Targeted Identity Re-Association Attacks	arxiv 2026-06-22	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift	arxiv 2026-06-21	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	Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift	arxiv 2026-06-21	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	Deep Learning-Based Sign Language Recognition from Videos and Cross-Lingual Translation to Indian Vernaculars	arxiv 2026-06-21	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	Convergence of Gradient Descent for General Neural Network Architectures Beyond the NTK Regime	arxiv 2026-06-22	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	Non-asymptotic estimates of the minimal risk in statistical learning	arxiv 2026-06-22	241_019 AI scaling laws have not hit an asymptote yet Eric Schmidt	AI	51%
0.63	RAVEN: Agentic RAG for Automated Vulnerability Repair	arxiv 2026-06-21	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	Sub-Billion, Super-Frontier: Small Language Models Rival Zero-Shot Frontier LLMs on General and Literary Relation Extraction	arxiv 2026-06-21	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	CFPO: Counterfactual Policy Optimization for Multimodal Reasoning	arxiv 2026-06-22	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	CFPO: Counterfactual Policy Optimization for Multimodal Reasoning	arxiv 2026-06-22	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	Knowledge-Graph Grounding Helps LLMs Only for Out-of-Training Knowledge: A Controlled Study on Clinical Question Answering	arxiv 2026-06-21	FUT_001 Algorithmic systems (LLMs) will match the accuracy of the world's most elite human superforecasters by November 2026 per ForecastBench linear-extrapolation of current learning curves; 95% CI stretches Dec 2025 to Jan 2028. Validation metric: LLMs achie... Superforecaster Community	AI	48%
0.63	Flow6D: Discrete-to-Continuous Flow Matching for Efficient and Accurate Category-Level 6D Pose Estimation	arxiv 2026-06-22	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	LP-NavOA: Integrated Local Navigation and Obstacle Avoidance for Humanoid Robots under Limited Perception	arxiv 2026-06-22	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.63	LP-NavOA: Integrated Local Navigation and Obstacle Avoidance for Humanoid Robots under Limited Perception	arxiv 2026-06-22	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	ShotcreteDepth: A Bi-modal Dataset for Robust Robotic Depth Perception in Shotcrete Construction Environments	arxiv 2026-06-22	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	Can Single-View Mesh Reconstruction Generalize to Robot Camera Rotation?	arxiv 2026-06-22	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	FDA ANDA220309: CABERGOLINE (CABERGOLINE) — RENATA	fda 2026-06-15	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 ANDA088744: MEPERIDINE HYDROCHLORIDE (MEPERIDINE HYDROCHLORIDE) — HIKMA	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	Bitcoin Up or Down on June 25?(market prob: 75%)	polymarket 2026-06-23	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 Zohran Mamdani make an endorsement for president before 2028?	manifold 2026-06-24	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.63	Task Decomposition for Efficient Annotation	arxiv 2026-06-23	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	Evaluating the Interpretability of Sparse Autoencoders with Concept Annotations	arxiv 2026-06-23	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Adaptive Machine Learning Framework for UAV Trajectory Optimization in O-RAN	arxiv 2026-06-23	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	30%
0.63	Adaptive Machine Learning Framework for UAV Trajectory Optimization in O-RAN	arxiv 2026-06-23	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	ATRIA: Adaptive Traceable ECG Reporting with Iterative Agents	arxiv 2026-06-23	AUT_001 The HIM platform has demonstrated commercial viability of autonomous multi-agent corporate execution — 5-agent organizational structures running continuously from a single node, with product applications generating substantial revenue within minutes of... Alex Finn	AI	51%
0.63	CALIBER: Calibrating Confidence Before and After Reasoning in Language Models	arxiv 2026-06-23	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	Towards Version-aware Operations and Transaction Memories for Multi-layer MeMo	arxiv 2026-06-23	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	Towards Version-aware Operations and Transaction Memories for Multi-layer MeMo	arxiv 2026-06-23	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	One Year Later...The Harms Persist, But So Do We!	arxiv 2026-06-22	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	Natural Identifiers for Privacy and Data Audits in Large Language Models	arxiv 2026-06-23	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	Does My Embedding Reflect That $A = B$? Evaluating Mathematical Equivalence in Embedding Models	arxiv 2026-06-22	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	To Compare, or Not to Compare: On Methodological Practices in Evaluating Social Bias	arxiv 2026-06-23	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Escaping the Self-Confirmation Trap: An Execute-Distill-Verify Paradigm for Agentic Experience Learning	arxiv 2026-06-23	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	Best Preprocessing Techniques for Sentiment Analysis	arxiv 2026-06-23	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Layer-wise Probing of wav2vec 2.0 and Whisper for Consonant Cluster Reduction in African American English	arxiv 2026-06-22	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	QuechuaTok: Morphological Boundary Accuracy as a Necessary Metric for Tokenizer Evaluation in Agglutinative Low-Resource Languages	arxiv 2026-06-22	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	Decentralized Pose Graph Riemannian Optimization for Object-based Multi-Robot SLAM	arxiv 2026-06-23	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	SlipSense: Multimodal Sensing for Online Slip Detection in Legged Robots	arxiv 2026-06-23	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	openai/openai-python v2.44.0	github_release 2026-06-24	234_017 OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks OpenAI Codex Lead	AI	33%
0.63	Will Bitcoin dip to $58,000 June 22-28?(market prob: 13%)	polymarket 2026-06-22	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Ethereum be above $1,600 on June 26?(market prob: 34%)	polymarket 2026-06-19	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Ethereum be above $1,600 on June 26?(market prob: 34%)	polymarket 2026-06-19	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	Name something AI has gotten crazy good at in the last year. (Bilt Rent Free Jul 1, 2026)	manifold 2026-06-25	239_003 We are currently in AI hard takeoff Elon Musk	AI	41%
0.63	Name something AI has gotten crazy good at in the last year. (Bilt Rent Free Jul 1, 2026)	manifold 2026-06-25	241_039 In a year we'll know better which AI labs pull ahead Eric Schmidt	AI	46%
0.63	Multi-Agent Goal Recognition with Team- and Goal-Conditioned Reinforcement Learning and Factorized Branch-and-Bound	arxiv 2026-06-24	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	WinDOM: Self-Family Distillation for Small-Model GUI Grounding	arxiv 2026-06-24	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	SARA: Unlocking Multilingual Knowledge in Mixture-of-Experts via Semantically Anchored Routing Alignment	arxiv 2026-06-24	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	A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation	arxiv 2026-06-24	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	Adaptive Oscillatory Inductive Bias for Modeling Sharp Prosodic Dynamics in Diffusion-Based TTS	arxiv 2026-06-24	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems	arxiv 2026-06-23	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	Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models	arxiv 2026-06-23	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Cellular Predictions on the Move: What about Data?	arxiv 2026-06-24	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	Concept Removal for Frontier Image Generative Models	arxiv 2026-06-24	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	Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models	arxiv 2026-06-24	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	A Zeroth-Order Deep Learning Method for Fully Nonlinear Parabolic Partial Differential Equations with Unknown Coefficients	arxiv 2026-06-23	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	Sample complexity of unbalanced entropic OT	arxiv 2026-06-23	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	Why Do Accumulated Transformations Extrapolate?	arxiv 2026-06-23	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	Learning Dynamical Systems from Multiple Sparse Datasets: A Hierarchical Bayesian Modeling Approach	arxiv 2026-06-23	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	PolicyAlign: Direct Policy-Based Safety Alignment for Large Language Models	arxiv 2026-06-24	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	Data-Driven Evolution of Library and Information Science Research Methods (1990-2022): A Perspective Based on Fine-grained Method Entities	arxiv 2026-06-24	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	LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges	arxiv 2026-06-23	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	From Rubble Simulation to Active Magnetic Mapping: Quantum Sensing for Disaster Response	arxiv 2026-06-24	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	Delta-Position Estimation-Based IMU Odometry: A Comparison of MLP and Kolmogorov-Arnold Networks	arxiv 2026-06-24	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	Commerge: Communication-Efficient, Robust, and Fast LiDAR Map Merging Framework for Multi-Robot Coordination in Resource-Constrained Scenarios	arxiv 2026-06-24	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	FDA ANDA206245: HYDROCODONE BITARTRATE AND ACETAMINOPHEN (ACETAMINOPHEN) — NOVEL LABS INC	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	FDA ANDA091443: OXYMORPHONE HYDROCHLORIDE (OXYMORPHONE HYDROCHLORIDE) — TEVA	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	FDA ANDA212024: LEVORPHANOL TARTRATE (LEVORPHANOL TARTRATE) — SPECGX LLC	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	Will New Zealand win on 2026-06-26?(market prob: 7%)	polymarket 2026-04-06	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	37%
0.63	Will the price of Bitcoin be above $62,000 on June 27?(market prob: 3%)	polymarket 2026-06-20	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Bitcoin dip to $57,000 on June 26?(market prob: 2%)	polymarket 2026-06-26	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Autoregressive Boltzmann Generators	arxiv 2026-06-25	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	ShareLock: A Stealthy Multi-Tool Threshold Poisoning Attack Against MCP	arxiv 2026-06-25	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	Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds	arxiv 2026-06-25	CYB_019 Deployment of 'world model systems' — AI that accurately simulates and anticipates the physical and thermodynamic dynamics of reality — serves as the critical foundational training ground for embodied agents, letting them experience billions of hours o... Demis Hassabis	Robotics	44%
0.63	Diagnosing Task Insensitivity in Language Agents	arxiv 2026-06-25	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	Information-Aware KV Cache Compression for Long Reasoning	arxiv 2026-06-25	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	Finding Stationary Points by Comparisons	arxiv 2026-06-25	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.63	Reasoning Quality Emerges Early: Data Curation for Reasoning Models	arxiv 2026-06-25	240_014 Cost of reasoning models has dropped 1,000x in 16 months Sam Altman	AI	50%
0.63	HyperDFlash: MHC-Aligned Block Speculative Decoding with Gated Residual Reduction	arxiv 2026-06-25	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	Does Aurora Encode Atmospheric Structure? Latent Regime Analysis and Attribution	arxiv 2026-06-24	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	KG-TRACE: A Neuro-Symbolic Framework for Mechanistic Grounding in Antimicrobial Resistance Prediction	arxiv 2026-06-24	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	RouterVLA: Turning Smoke Tests into Supervision for Heterogeneous VLA Selection	arxiv 2026-06-25	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	MPC-Injection: Biasing Off-Policy Locomotion RL Toward Controller-Induced Behavior Basins	arxiv 2026-06-24	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	Large-Scale Tunnel Air-Ground Collaboration With FLISP: Fast LiDAR-IMU Synchronized Path Planner	arxiv 2026-06-24	S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030	robotaxi_deployment	30%
0.63	Will Austria win on 2026-06-27?(market prob: 26%)	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 Netherlands win on 2026-06-29?(market prob: 41%)	polymarket 2026-06-26	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	37%
0.63	Will Côte d'Ivoire win on 2026-06-30?(market prob: 27%)	polymarket 2026-06-27	FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community	AI	100%
0.63	Will the price of Bitcoin be above $62,000 on June 28?(market prob: 4%)	polymarket 2026-06-21	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Ethereum all time high by June 30, 2026?(market prob: 0%)	polymarket 2025-12-16	SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore	Semis/Markets	53%
0.63	Will the price of Bitcoin be above $56,000 on June 28?(market prob: 100%)	polymarket 2026-06-21	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Conditional on ASI, what will happen to US consumer prices?	manifold 2026-06-27	235_017 OpenAI will likely go public at north of $1 trillion valuation. Peter Diamandis	Markets/Stocks	48%
0.63	Will the price of Bitcoin be above $54,000 on June 29?(market prob: 100%)	polymarket 2026-06-22	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Will the price of Bitcoin be above $56,000 on June 29?(market prob: 97%)	polymarket 2026-06-22	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Ecuador win on 2026-06-30?(market prob: 23%)	polymarket 2026-06-28	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 $62,000 on June 29?(market prob: 7%)	polymarket 2026-06-22	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 30?(market prob: 100%)	polymarket 2026-06-23	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Germany reach the Round of 16 at the 2026 FIFA World Cup?(market prob: 81%)	polymarket 2026-06-02	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Will Bitcoin dip to $58,000 on June 29?(market prob: 1%)	polymarket 2026-06-29	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	VLK: Learning Humanoid Loco-Manipulation from Synthetic Interactions in Reconstructed Scenes	arxiv 2026-06-29	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	31%
0.63	On the Faithfulness of Post-Hoc Concept Bottleneck Models	arxiv 2026-06-29	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	Transformer Architectures as Complete Bayes Processes: A Formal Proof in the Measure-Theoretic Kernel Framework	arxiv 2026-06-29	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	Forewarned is Forearmed: When Non-Sequential Embedding Turns Into an Anomaly Detector	arxiv 2026-06-29	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	FacePlex: Full-Duplex Joint Speech-Facial Motion Generation for Conversational Avatars	arxiv 2026-06-29	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	Temporal Feature Extractors in EEG Foundation Models: A Controlled Comparison Including a Pretrained Time-Series Model	arxiv 2026-06-29	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	LWDrive: Layer-Wise World-Model-Guided Vision-Language Model Planning for Autonomous Driving	arxiv 2026-06-29	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	HERO: Improving the Reliability and Sensitivity of Generative Model Evaluation Using Historical Data	arxiv 2026-06-29	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	Towards Generalizable and Evidential Nuclear Magnetic Resonance-Based Molecular Structure Elucidation via Large Language Model Agent	arxiv 2026-06-29	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	Fuzzing Large Language Models to Elicit Hidden Behaviours	arxiv 2026-06-28	246_028 Broad civilizational cyber attack via AI hash function inversion is borderline guaranteed. Alex Wissner-Gross	AI	42%
0.63	Bilevel Optimization for Neural Architecture Search	arxiv 2026-06-28	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	Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors	arxiv 2026-06-28	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	CRAFT: Counterfactual Credit Assignment from Free Sibling Rollouts for Self-Distilled Agentic Reinforcement Learning	arxiv 2026-06-28	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	SGD Provably Prioritizes a Shortcut Spurious Feature in the XOR Model	arxiv 2026-06-29	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	FlowAWR: Online Adaptive Flow Reinforcement via Advantage-Weighted Rectification	arxiv 2026-06-29	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	Optimizing Nursing Care Taxi Dispatch Leveraging Integer Linear Programming Solvers and Machine Learning	arxiv 2026-06-29	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	Speculative Pre-Positioning: Decoding Stateful Sessions to the Next Decision Point Off the Critical Path	arxiv 2026-06-28	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	Self-Supervised Calibration of Scientific Instruments Using Physical Consistency Constraints	arxiv 2026-06-28	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	Interpretable Inverse Design of Metal-Organic Frameworks with Large Language Model Agents	arxiv 2026-06-28	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	Fourier Neural Operators with Least-Squares Readout Refit for Learning Random Obstacle-to-Solution Maps	arxiv 2026-06-28	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	Deciphering Region-Level Signatures from Latency Measurements in LEO Satellite Internet	arxiv 2026-06-28	CMQ_043 In complex Agentic AI workloads, CPU-side processing accounts for 50-90% of end-to-end latency — validating CPU-bottleneck shift empirically. Morgan Stanley / Georgia Tech / Intel	AI/Compute	92%
0.63	DAIN: Dynamic Agent-Based Interaction Network for Efficient and Collaborative Multimodal Reasoning	arxiv 2026-06-29	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	Resolution Thresholds in VLM Detection of Harmful ASCII Art Across Construction Modes and Languages	arxiv 2026-06-28	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	AURORA: Asymmetry and Update-Induced Rotation for Robust Hallucination Detection in Large Language Models	arxiv 2026-06-28	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	Multi-Block Diffusion Language Models	arxiv 2026-06-28	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	FutureNav: Unified World-Action Modeling for Vision-and-Language Navigation	arxiv 2026-06-29	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	Will the price of Bitcoin be above $50,000 on July 2?(market prob: 100%)	polymarket 2026-06-25	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 $62,000 on July 2?(market prob: 14%)	polymarket 2026-06-25	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Ethereum dip to $500 by December 31, 2026?(market prob: 5%)	polymarket 2026-06-08	SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore	Semis/Markets	53%
0.63	Will the price of Bitcoin be above $66,000 on July 2?(market prob: 0%)	polymarket 2026-06-25	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 $54,000 on July 2?(market prob: 100%)	polymarket 2026-06-25	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 $68,000 on July 2?(market prob: 0%)	polymarket 2026-06-25	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will this market trade yes or no?(market prob: 44%)	manifold 2026-06-30	246_030 DeepSeek V4 will NOT shock markets like prior DeepSeek releases. Alex Wissner-Gross	Markets/Stocks	34%
0.63	ADVANCED MICRO DEVICES INC (AMD) (CIK 0000002488)	edgar_8k 2026-07-01	SEM_014 Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). Jensen Huang	Manufacturing	86%
0.63	TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning	arxiv 2026-06-30	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	Self-Study Reconsidered: The Hidden Fragility of Learning from Self-Generated QA	arxiv 2026-06-30	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	Radial Suppression Accelerates Algorithmic Generalization: A Geometric Analysis of Delayed Generalization	arxiv 2026-06-30	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.63	Evaluation of Population Initialization Methods for Genetic Programming-based Symbolic Regression	arxiv 2026-06-30	CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner	AI	50%
0.63	Diffusing Blame: Task-Dependent Credit Assignment in Biologically Plausible Dual-Stream Networks	arxiv 2026-06-30	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	Calibration, Not Compilation: Detecting and Repairing Misspecified Probabilistic Programs Written by Language Models	arxiv 2026-06-30	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Evil Spectra: How Optimisers can Amplify or Suppress Emergent Misalignment	arxiv 2026-06-30	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 Convergence of Self-Improving Online LLM Alignment	arxiv 2026-06-30	CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner	AI	50%
0.63	On the Convergence of Self-Improving Online LLM Alignment	arxiv 2026-06-30	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	Expected Gain-based Escalation in Vertical Federated Learning	arxiv 2026-06-30	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	CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs	arxiv 2026-06-30	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	AETDICE: Unified Framework and Offline Optimization for Nonlinear Multi-Objective RL	arxiv 2026-06-30	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	Probe Choice Changes Canary-Memorization Verdicts: Three Post-Hoc Disagreement Case Studies in a Text-Dominant LoRA-Tuned Autoregressive Testbed	arxiv 2026-06-30	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	Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care	arxiv 2026-06-30	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	Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care	arxiv 2026-06-30	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	Neuro-Bayesian-Symbolic Residual Attention Shallow Network: Explainable Deep Learning for Cybersecurity Risk Assessment	arxiv 2026-06-29	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.63	Predictable GRPO: A Closed-Form Model of Training Dynamics	arxiv 2026-06-29	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	Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts	arxiv 2026-06-29	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Will Belgium win on 2026-07-06?(market prob: 35%)	polymarket 2026-07-02	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	37%
0.63	Will Spain reach the Round of 16 at the 2026 FIFA World Cup?(market prob: 100%)	polymarket 2026-06-02	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Will Amazon be the largest company in the world by market cap on December 31?(market prob: 1%)	polymarket 2025-11-11	240_055 Anthropic heading to IPO, pursuing $50B from Amazon Dave Blundin	Markets/Stocks	47%
0.63	Decision-Aware Training for Sample-Based Generative Models	arxiv 2026-07-01	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	Message Passing Enables Efficient Reasoning	arxiv 2026-07-01	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	Understanding How Humans Inject Knowledge into Machine Learning Workflows through Visual Analytics	arxiv 2026-07-01	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	Diffeomorphic Optimization	arxiv 2026-07-01	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.63	Valdi: Value Diffusion World Models	arxiv 2026-07-01	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Constrained Bayesian Optimisation with Multiple Information Sources	arxiv 2026-07-01	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	Accelerating Discrete Diffusion Models with Parallel-In-Time Sampling	arxiv 2026-07-01	CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner	AI	50%
0.63	How Environment and Urbanization Shape Bird Diversity in Sri Lanka	arxiv 2026-07-01	CYB_016 Rural landscapes in the Global South move beyond conventional food production toward highly complex, multifunctional systems — agentic AI platforms synthesize localized ecological data to enable precision organic farming, transparent environmental prot... Peter Dannenberg	Other	42%
0.63	How Early Is Early Enough? Design-Dependent Observation-Window Sufficiency in Subscription Churn Prediction	arxiv 2026-07-01	232_014 Recursive self-improvement is already here, not 12 months away. Alex Wissner-Gross	AI	70%
0.63	Watermarking for Proprietary Dataset Protection	arxiv 2026-07-01	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Entropy-Regularized Probabilistic Gates for Sparse Model Discovery in Scarce-Data Federated Learning	arxiv 2026-06-30	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	HydraCollab: Adaptive Collaborative-Perception for Distributed Autonomous Systems	arxiv 2026-06-30	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	Will Australia reach the Round of 16 at the 2026 FIFA World Cup?(market prob: 0%)	polymarket 2026-06-02	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Over $40M committed to the Laso Finance public sale?(market prob: 23%)	polymarket 2026-06-23	247_003 Settlement will include granting equity stake on OpenAI cap table for Elon in ultimate IPO Alex Wissner-Gross	AI	35%
0.63	Will the price of Ethereum be above $1,700 on July 5?(market prob: 99%)	polymarket 2026-06-28	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	28%
0.63	Online Safety Monitoring for LLMs	arxiv 2026-07-02	FUT_004 Rapid ascension and enterprise dominance of Large Action Models (LAMs) by 2026-2031 — LLM as primary digital interface becomes obsolete; LAMs observe complex behavioral patterns, internalize multi-step business processes, predict physical-robot mainten... Amy Webb	AI	62%
0.63	GAP-GDRNet: Geometry-Aware Monocular Visual Pose Sensing on a Single-Target Synthetic Spacecraft Dataset	arxiv 2026-07-02	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	AnyGroundBench: A Specialized-Domain Benchmark for Video Grounding in Vision-Language Models	arxiv 2026-07-02	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	Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant	arxiv 2026-07-02	COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack	Semis	50%
0.63	TUDUM: A Turkish-Thinking Reasoning Pipeline for Qwen3.5-27B	arxiv 2026-07-02	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	ContextSniper: AntTrail's Token-Efficient Code Memory for Repository-Level Program Repair	arxiv 2026-07-02	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%