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Sim	Doc	Source	Pred	Domain	Prior
0.67	Memory Retrieval in Visuomotor Policies for Long-Horizon Robot Control	arxiv 2026-06-23	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%
0.67	RGB: RL Guided Whole-Body MPPI for Humanoid Control	arxiv 2026-06-23	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.67	Will Elon Musk post <40 tweets from June 25 to June 27, 2026?(market prob: 16%)	polymarket 2026-06-22	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.67	Look-Before-Move: Narrative-Grounded World Visual Attention in Dynamic 3D Story Worlds	arxiv 2026-06-25	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%
0.67	Radical AI Interpretability	arxiv 2026-06-25	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%
0.67	Clinical Harness for Governable Medical AI Skill Ecosystems	arxiv 2026-06-25	AUT_027 Integration of AI with advanced bio-sensing, quantum computing, and genomics enables humanity to achieve 'Longevity Escape Velocity' — tipping point where medical technology extends human lifespan faster than time passes; continuous biological surveill... Peter Diamandis	Biotech/Longevity	21%
0.67	DMuon: Efficient Distributed Muon Training with Near-Adam Overhead	arxiv 2026-06-25	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%
0.67	Attributed, But Not Incremental: Cannibalization-Corrected Attribution for Large-Scale Advertising	arxiv 2026-06-25	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%
0.67	LMs as Task-Specific Knowledge Bases: An Interpretability Analysis	arxiv 2026-06-25	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%
0.67	Scalable Behavior Cloning with Open Data, Training, and Evaluation	arxiv 2026-06-25	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%
0.67	PAMAE: Phase-Aware-MoE Action Experts Towards Reliable Flow-Matching Vision-Language-Action Policies	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%
0.67	ForesightSafety-VLA: A Unified Diagnostic Safety Benchmark for Vision-Language-Action Models	arxiv 2026-06-25	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%
0.67	ForesightSafety-VLA: A Unified Diagnostic Safety Benchmark for Vision-Language-Action Models	arxiv 2026-06-25	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.67	Improving Vision-Language-Action Model Fine-Tuning with Structured Stage and Keyframe Supervision	arxiv 2026-06-25	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%
0.67	Ethereum all time high by June 30, 2026?(market prob: 0%)	polymarket 2025-12-16	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.67	Will the price of Bitcoin be above $64,000 on June 29?(market prob: 1%)	polymarket 2026-06-22	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will Elon Musk post 260-279 tweets from June 23 to June 30, 2026?(market prob: 26%)	polymarket 2026-06-20	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.67	Will the price of Bitcoin be above $54,000 on June 30?(market prob: 100%)	polymarket 2026-06-23	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will Bitcoin dip to $58,000 on June 29?(market prob: 1%)	polymarket 2026-06-29	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%
0.67	Will the price of Bitcoin be above $54,000 on July 1?(market prob: 100%)	polymarket 2026-06-24	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Self-Evolving World Models for LLM Agent Planning	arxiv 2026-06-29	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%
0.67	SWE-Together: Evaluating Coding Agents in Interactive User Sessions	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%
0.67	On the Vulnerability of Parameter-Level Defenses to Model Merging	arxiv 2026-06-29	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.67	How Far Do On-Prem Open LLMs Get on Text-to-SQL? A Cross-Family Size x Technique Frontier on BIRD	arxiv 2026-06-29	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%
0.67	The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning	arxiv 2026-06-28	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.67	Exploring the Cryptographic Limits of Transformer Networks	arxiv 2026-06-28	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%
0.67	Towards Physical Intuitions for Alignment Dynamics: A Case Study With Randomness Crystallization	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%
0.67	REPAIR-Bench: A Benchmark for Robot Error Perception And Interaction Recovery	arxiv 2026-06-29	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%
0.67	Legible Shared Autonomy: Implicit Communication of Robot Belief through Motion	arxiv 2026-06-29	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%
0.67	anthropics/anthropic-sdk-python v0.115.0	github_release 2026-06-30	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.67	Will NVIDIA be the largest company in the world by market cap on July 31?(market prob: 85%)	polymarket 2026-06-24	240_010 NVIDIA revenue will hit $350 billion this calendar year Dave Blundin	Markets/Stocks	36%
0.67	Will Bitcoin reach $67,500 in July?(market prob: 35%)	polymarket 2026-07-01	INF_069 Bitcoin's total addressable market will ultimately reach approximately $270 trillion — positioning it as "digital capital" and apex reserve asset, capturing global store-of-value demand currently distributed across real estate, gold, sovereign debt, an... Michael Saylor	Crypto	15%
0.67	Will Bitcoin dip to $57,000 on July 1?(market prob: 1%)	polymarket 2026-07-01	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%
0.67	NVIDIA CORP (NVDA) (CIK 0001045810)	edgar_8k 2026-06-30	SEM_011 Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. Jensen Huang	Capital Markets	86%
0.67	Think in English, Answer in Korean: Efficient Adaptation of Multilingual Tool-Using Agents	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%
0.67	Mixture-of-Control: State-Aware Fine-Tuning for Transformer-based Models	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%
0.67	From Idea to Prototype in an Afternoon: Scaffolded, AI-Assisted Rapid VA Prototyping	arxiv 2026-06-30	SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross	AI/Software	56%
0.67	The Calibration Turn in AI-Assisted Research: A Conceptual and Methodological Framework for Evidence-Licensed Claims	arxiv 2026-06-30	CYB_025 The legal profession must transition from viewing AI as a 'prompter' to an active 'partner' — when an autonomous AI consultant hallucinates legal precedent or medical diagnosis, traditional corporate malpractice frameworks fail; courts must rapidly est... Ralph Losey	Other	77%
0.67	Will Baidu have the best AI model at the end of July 2026?(market prob: 0%)	polymarket 2026-06-03	248_016 ASI is imminent; access to top AI models will be closed down in a couple of years. Dave Blundin	AI	49%
0.67	Valdi: Value Diffusion World Models	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%
0.67	MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules	arxiv 2026-07-01	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%
0.67	Testing Frontier Large Language Models' Physics Literacy in Parallel Physical Worlds	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%
0.67	CogTax: A Four-Level Cognitive Taxonomy for Command-Line Computing Education	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%
0.67	Will the price of Bitcoin be above $54,000 on July 4?(market prob: 100%)	polymarket 2026-06-27	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	NVIDIA CORP (NVDA) (CIK 0001045810)	edgar_8k 2026-07-02	SEM_011 Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. Jensen Huang	Capital Markets	86%
0.67	Episodic-to-Semantic Consolidation Without Identity Drift	arxiv 2026-07-02	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%
0.67	CLAP: Closed-Loop Training, Evaluation, and Release Control for Domain Agent Post-training	arxiv 2026-07-02	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%
0.67	Mixture-of-Parallelisms: Towards Memory-Efficient Training Stack for Mixture-of-Experts Models	arxiv 2026-07-02	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%
0.67	Repair the Amplifier, Not the Symptom: Stable World-Model Correction for Agent Rollouts	arxiv 2026-07-02	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%
0.67	COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows	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%
0.67	Geometric Signatures of Reasoning: A Spectral Perspective on Task Hardness	arxiv 2026-07-02	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%
0.67	Will Scaling Improve Social Simulation with LLMs?	arxiv 2026-07-02	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%
0.67	Will Elon Musk post 115-139 tweets from July 4 to July 6, 2026?(market prob: 0%)	polymarket 2026-07-02	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.67	Will any AI model reach 1510 Overall Arena Score by September 30, 2026?(market prob: 35%)	polymarket 2026-04-02	239_002 AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest Elon Musk	AI	44%
0.67	Will Bitcoin dip to $60,000 in July?(market prob: 71%)	polymarket 2026-07-06	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	PDEFlow: Autonomous Agentic PDE Pipelines for Neural Operator Learning and Solver-Free Inference	arxiv 2026-07-06	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	The Map Behind the Flow: Finite-Step Gradient Descent as a Dynamical System	arxiv 2026-07-06	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	Transferability Between Understanding and Generation in Unified Multimodal Models	arxiv 2026-07-05	AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross	AI	59%
0.67	Is the Geometry Doing the Work? An Operating-Point Audit of Hierarchy in Hyperbolic Vision-Language Models	arxiv 2026-07-06	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%
0.67	Quantize the Target, Quantize the Drafter: Efficient Inference with Qwen3.5-4B	arxiv 2026-07-05	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%
0.67	Real-World Perturbation Testing of Autonomous Driving Systems	arxiv 2026-07-06	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.67	An Experimental Design Approach to Evaluating Agentic AI's Autonomous Model Discovery	arxiv 2026-07-07	AUT_014 Most profound impacts of autonomous AI originate NOT from closed proprietary models within multi-billion-dollar corporate data centers, but from globally distributed open-source models — open-weight parity with frontier systems enables any individual o... Emad Mostaque	AI	53%
0.67	RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications	arxiv 2026-07-07	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.67	MCP-Enabled Agentic AI for Autonomous IPoDWDM Network Lifecycle Automation	arxiv 2026-07-07	237_022 Alex Finn plans to build an autonomous closed-loop organization where agents research, validate, code and deploy value on the web in coming years. Alex Finn	AI	33%
0.67	FirstResearch: Auditable Question Formation for LLM Scientific Discovery Agents	arxiv 2026-07-06	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%
0.67	Neural-ESO: A Dual-Pathway Architecture for Provably Robust Learning-Based Control	arxiv 2026-07-07	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%
0.67	From Foundation to Application: Improving VLA Models in Practice	arxiv 2026-07-07	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%
0.67	Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure	arxiv 2026-07-07	AI_036 Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell... Leopold Aschenbrenner	AI	49%
0.67	Will Elon Musk post 340-359 tweets from April 24 to May 1, 2026?(market prob: 0%)	polymarket 2026-04-21	235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis	Space	31%
0.67	Will Elon Musk post 360-379 tweets from April 24 to May 1, 2026?(market prob: 0%)	polymarket 2026-04-21	230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk	Macro/Economy	46%
0.67	MegaETH market cap (FDV) >$3B one day after launch?(market prob: 1%)	polymarket 2025-11-05	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%
0.67	Will Bitcoin hit $60k or $80k first?(market prob: 16%)	polymarket 2026-02-08	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%
0.67	Will Elon Musk post 440-459 tweets from April 28 to May 5, 2026?(market prob: 0%)	polymarket 2026-04-25	235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis	Space	31%
0.67	Will I get a Gold Medal on USAMO 2027?(market prob: 47%)	manifold 2026-04-28	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%
0.67	Will Elon Musk post 60-79 tweets from April 28 to May 5, 2026?(market prob: 0%)	polymarket 2026-04-25	230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk	Macro/Economy	46%
0.67	Will Elon Musk post 20-39 tweets from April 28 to May 5, 2026?(market prob: 0%)	polymarket 2026-04-25	235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis	Space	31%
0.67	micron technology growth exploding why 135145048.html	gdelt 2026-04-30	CMQ_038 Micron has initiated HVM production of HBM4 36GB module delivering 2.8 TB/s bandwidth — optimized to reduce 'time to first token' for long-context LLM inference. Micron	Semis/Memory	52%
0.67	micron technology growth exploding why 135145048.html	gdelt 2026-04-30	TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption)	—	12%
0.67	meta beats estimates but soaring ai spending rattles investors 1091449.html	gdelt 2026-04-30	CYB_028 The 2024-2026 AI arms race directly parallels the hyper-speculative early-1990s dot-com bubble and subsequent search-engine wars — while underlying technology is transformative, the vast majority of highly-valued competitors and heavily-funded startups... Mark Cuban	Markets/Stocks	48%
0.67	big tech earnings microsoft ai investment capex plan 2026 4	gdelt 2026-04-30	CYB_018 Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — backed by concentrated collective capital of the AI hardware-software industry (Microsoft, NVIDIA, OpenAI), signaling industry-wide belief that humanoid r... Brett Adcock	Robotics	69%
0.67	Will Elon Musk post 360-379 tweets from April 28 to May 5, 2026?(market prob: 0%)	polymarket 2026-04-25	230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk	Macro/Economy	46%
0.67	Will Elon Musk post 360-379 tweets from April 28 to May 5, 2026?(market prob: 0%)	polymarket 2026-04-25	234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis	Markets/Stocks	31%
0.67	Will xAI have the best AI model at the end of May 2026?(market prob: 0%)	polymarket 2026-04-13	248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin	AI	20%
0.67	Will Google have the best AI model at the end of May 2026?(market prob: 1%)	polymarket 2026-04-13	SEM_021 Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts using quantization breakthroughs. Dave Blundin	AI/China	45%
0.67	Which Rocket Launches Next? III	manifold 2026-04-30	248_003 SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites. Peter Diamandis	Space	79%
0.67	Will NASA Astronomy Picture of the Day mention the Moon when this resolves?(market prob: 18%)	manifold 2026-04-30	COD_SPC_002 The next US crewed lunar surface landing occurs on Artemis IV in 2028 Codex Research Pack	Space	22%
0.67	Will Elon Musk post <40 tweets from April 30 to May 2, 2026?(market prob: 6%)	polymarket 2026-04-27	234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis	Markets/Stocks	31%
0.67	Will the price of Bitcoin be above $66,000 on May 4?(market prob: 100%)	polymarket 2026-04-27	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will Elon Musk post 65-89 tweets from April 30 to May 2, 2026?(market prob: 12%)	polymarket 2026-04-27	234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis	Markets/Stocks	31%
0.67	Will Bitcoin dip to $76,000 on May 1?(market prob: 3%)	polymarket 2026-05-01	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%
0.67	Anthropic announces dedicated "Operon" tool for bio/health/other research before June 1, 2026(market prob: 55%)	manifold 2026-05-01	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.67	Bitcoin $67K in May?(market prob: 14%)	manifold 2026-05-01	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%
0.67	Will Bitcoin dip to $60,000 in May?(market prob: 0%)	polymarket 2026-05-01	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will I get an AI lab offer?(market prob: 29%)	manifold 2026-05-02	241_039 In a year we'll know better which AI labs pull ahead Eric Schmidt	AI	46%
0.67	Will Elon Musk post 0-19 tweets from May 5 to May 12, 2026?(market prob: 0%)	polymarket 2026-05-02	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.67	Will Elon Musk post 20-39 tweets from May 5 to May 12, 2026?(market prob: 0%)	polymarket 2026-05-02	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.67	Will Bitcoin dip to $78,000 on May 3?(market prob: 28%)	polymarket 2026-05-03	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%
0.67	Will the price of Bitcoin be above $82,000 on May 4?(market prob: 1%)	polymarket 2026-04-27	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will Baidu have the best AI model at the end of May 2026?(market prob: 0%)	polymarket 2026-04-13	CYB_028 The 2024-2026 AI arms race directly parallels the hyper-speculative early-1990s dot-com bubble and subsequent search-engine wars — while underlying technology is transformative, the vast majority of highly-valued competitors and heavily-funded startups... Mark Cuban	Markets/Stocks	48%
0.67	Will Baidu have the best AI model at the end of May 2026?(market prob: 0%)	polymarket 2026-04-13	SEM_021 Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts using quantization breakthroughs. Dave Blundin	AI/China	45%
0.67	Will Brian Kemp win the 2028 Republican presidential nomination?(market prob: 1%)	polymarket 2025-07-10	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.67	What will Bitcoin hit first: $75k or $85k	manifold 2026-05-05	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%
0.67	FDA NDA210655: PERSERIS KIT (RISPERIDONE) — INDIVIOR	fda 2026-04-30	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.67	anthropics/anthropic-sdk-python v0.96.0	github_release 2026-04-16	246_047 Anthropic ARR reached $30B, surpassing OpenAI's $24-25B. Peter Diamandis	AI	76%
0.67	huggingface/transformers v5.3.0	github_release 2026-03-04	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.67	Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems	arxiv 2026-05-05	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	Deco: Extending Personal Physical Objects into Pervasive AI Companion through a Dual-Embodiment Framework	arxiv 2026-05-05	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%
0.67	Before Forgetting, Learn to Remember: Revisiting Foundational Learning Failures in LVLM Unlearning Benchmarks	arxiv 2026-05-05	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.67	Robust Agent Compensation (RAC): Teaching AI Agents to Compensate	arxiv 2026-05-05	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%
0.67	Robust Agent Compensation (RAC): Teaching AI Agents to Compensate	arxiv 2026-05-05	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%
0.67	When Agents Handle Secrets: A Survey of Confidential Computing for Agentic AI	arxiv 2026-05-04	ROB_026 Autonomous AI agents will execute multi-stage cyberattacks at machine speeds far surpassing the defensive capabilities of human security teams — bad actors will utilize the same multi-agent paradigms that enable legitimate corporate organizations, targ... Alex Finn	Defense	77%
0.67	Pact: A Choreographic Language for Agentic Ecosystems	arxiv 2026-05-04	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%
0.67	Pact: A Choreographic Language for Agentic Ecosystems	arxiv 2026-05-04	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.67	HAAS: A Policy-Aware Framework for Adaptive Task Allocation Between Humans and Artificial Intelligence Systems	arxiv 2026-05-04	SPC_025 Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every one AGI safety researcher — extreme systemic risk as these autonomous systems are deployed into physical domains like space and embodied robotics. Leopold Aschenbrenner	AI	64%
0.67	A Domain Incremental Continual Learning Benchmark for ICU Time Series Model Transportability	arxiv 2026-05-05	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%
0.67	Do LLMs have core beliefs?	arxiv 2026-05-05	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%
0.67	MolmoAct2: Action Reasoning Models for Real-world Deployment	arxiv 2026-05-04	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.67	Change-Robust Online Spatial-Semantic Topological Mapping	arxiv 2026-05-04	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.67	FDA ANDA090263: LEVETIRACETAM (LEVETIRACETAM) — CHARTWELL MOLECULAR	fda 2026-04-08	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.67	FDA ANDA213405: LENALIDOMIDE (LENALIDOMIDE) — TORRENT	fda 2026-04-27	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.67	facebookresearch/faiss v1.5.2	github_release 2019-05-30	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%
0.67	facebookresearch/xformers v0.0.25	github_release 2024-03-15	COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack	Semis	50%
0.67	Will the price of Bitcoin be above $82,000 on May 9?(market prob: 4%)	polymarket 2026-05-02	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems	arxiv 2026-05-07	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%
0.67	Process Matters more than Output for Distinguishing Humans from Machines	arxiv 2026-05-07	CYB_015 The human hiring process becomes progressively distorted as autonomous bot agents actively screen resumes generated by other bot agents, completely removing the human connection required to accurately assess contextual experience — bot-on-bot recursive... Emad Mostaque	Labor/Jobs	86%
0.67	Memory Efficient Full-gradient Attacks (MEFA) Framework for Adversarial Defense Evaluations	arxiv 2026-05-07	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.67	More Than Can Be Said: A Benchmark and Framework for Pre-Question Scientific Ideation	arxiv 2026-05-07	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.67	CoupleEvo: Evolving Heuristics for Coupled Optimization Problems Using Large Language Models	arxiv 2026-05-07	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	Back to the Beginning of Heuristic Design: Bridging Code and Knowledge with LLMs	arxiv 2026-05-07	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.67	On Time, Within Budget: Constraint-Driven Online Resource Allocation for Agentic Workflows	arxiv 2026-05-07	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%
0.67	Normalized Architectures are Natively 4-Bit	arxiv 2026-05-07	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.67	PragLocker: Protecting Agent Intellectual Property in Untrusted Deployments via Non-Portable Prompts	arxiv 2026-05-07	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%
0.67	Quantum-enhanced Large Language Models on Quantum Hardware via Cayley Unitary Adapters	arxiv 2026-05-07	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.67	Matrix-Valued Optimism is Matrix-Valued Augmentation: Additive Hybrid Designs for Constrained Optimization	arxiv 2026-05-07	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	MiA-Signature: Approximating Global Activation for Long-Context Understanding	arxiv 2026-05-07	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.67	Lie Group Formulation of Recursive Dynamics Algorithms of Higher Order for Floating-Base Robots	arxiv 2026-05-07	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%
0.67	Toward Visually Realistic Simulation: A Benchmark for Evaluating Robot Manipulation in Simulation	arxiv 2026-05-07	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.67	Modular Reinforcement Learning For Cooperative Swarms	arxiv 2026-05-06	246_049 Dyson swarm will host trillions of AI agents if we get it. Alex Wissner-Gross	AI	24%
0.67	Will the price of Bitcoin be above $74,000 on May 12?(market prob: 100%)	polymarket 2026-05-05	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	FDA NDA218316: WEGOVY (SEMAGLUTIDE) — NOVO	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%
0.67	Will the price of Bitcoin be above $76,000 on May 14?(market prob: 98%)	polymarket 2026-05-07	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will the price of Bitcoin be above $86,000 on May 14?(market prob: 0%)	polymarket 2026-05-07	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will Gemini 3.2 be released on May 19?(market prob: 83%)	polymarket 2026-05-05	238_027 OpenAI, xAI, Google Gemini capabilities will skyrocket, achieving parity with Anthropic after DoW friction Alex Wissner-Gross	AI	35%
0.67	Multi-Narrow Transformation as a Single-Model Ensemble: Boundary Conditions, Mechanisms, and Failure Modes	arxiv 2026-05-12	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.67	Will Elon Musk post 360-379 tweets from May 15 to May 22, 2026?(market prob: 0%)	polymarket 2026-05-12	234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis	Markets/Stocks	31%
0.67	Will OpenAI broadly release a dedicated Cyber model to Trusted Access users by Sep 30, 2026?(market prob: 68%)	manifold 2026-05-14	241_037 Chinese AI strategy will stay open source / open weights Eric Schmidt	AI	49%
0.67	GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction	arxiv 2026-05-13	INF_014 Data-center industry could emit up to 2.5 billion tons of CO2 cumulatively through 2030 if powered primarily by fossil fuels — a scale that materially delays global climate-pledge compliance. Morgan Stanley	Energy	42%
0.67	MARLIN: Multi-Agent Game-Theoretic Reinforcement Learning for Sustainable LLM Inference in Cloud Datacenters	arxiv 2026-05-13	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.67	Finding the Weakest Link: Adversarial Attack against Multi-Agent Communications	arxiv 2026-05-13	FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community	AI	100%
0.67	Finding the Weakest Link: Adversarial Attack against Multi-Agent Communications	arxiv 2026-05-13	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%
0.67	TopoPrimer: The Missing Topological Context in Forecasting Models	arxiv 2026-05-14	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%
0.67	Interestingness as an Inductive Heuristic for Future Compression Progress	arxiv 2026-05-14	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%
0.67	GenCircuit-RL: Reinforcement Learning from Hierarchical Verification for Genetic Circuit Design	arxiv 2026-05-14	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	Will Elon Musk post 260-279 tweets from May 15 to May 22, 2026?(market prob: 16%)	polymarket 2026-05-12	235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis	Space	31%
0.67	Will Elon Musk post 2000+ tweets in May 2026?(market prob: 0%)	polymarket 2026-03-24	234_015 Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months Peter Diamandis	Markets/Stocks	31%
0.67	Bella Poarch - Ribcage (Official Music Video) on youtube will reach above 3M views before the end of May 2026??(market prob: 75%)	manifold 2026-05-18	238_005 By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free Alex Wissner-Gross	AI	39%
0.67	Position: Weight Space Should Be a First-Class Generative AI Modality	arxiv 2026-05-18	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.67	Hybrid Quantum-Classical Neural Architecture Search	arxiv 2026-05-18	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.67	Hybrid Quantum-Classical Neural Architecture Search	arxiv 2026-05-18	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.67	Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces	arxiv 2026-05-17	AI_015 Localized, decentralized open-source AI models — the 'Last Economy' — will form the backbone of AI infrastructure, stripping monopolistic pricing power from centralized hyperscalers. Emad Mostaque	AI	35%
0.67	30T market cap company before 2027?(market prob: 2%)	manifold 2026-05-26	S_IPO_TRILLION_2027 First $1T+ IPO in 2027	ipo_trillion_plus	40%
0.67	Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency	arxiv 2026-05-28	CMQ_047 Autonomous code agents and AutoResearch systems will close the loop on complex scientific experimentation without human-in-the-loop. Andrej Karpathy	AI	51%
0.67	Agora: Toward Autonomous Bug Detection in Production-Level Consensus Protocols with LLM Agents	arxiv 2026-05-28	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%
0.67	Evolutionary Dynamics of Cooperation in Next-Generation LLM Agent Systems: A Cross-Provider Empirical Extension	arxiv 2026-05-28	231_003 Multi-agent teaming scaling will emerge as new scaling dimension for frontier models. Alex Wissner-Gross	AI	34%
0.67	Training Deliberative Monitors for Black-Box Scheming Detection	arxiv 2026-05-28	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%
0.67	Convergence Theory for Iterative LLM-Based Neural Architecture Search: A Parametric Cross-Entropy Framework with Closed-Form Proxy Reliability	arxiv 2026-05-28	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.67	Understanding Safety-Sensitive Expert Behavior in Mixture-of-Experts LLMs	arxiv 2026-05-28	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%
0.67	anthropics/anthropic-sdk-python v0.105.2	github_release 2026-05-29	235_008 Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months. Alex Wissner-Gross	AI	42%
0.67	2nd largest company end of September 2026?	manifold 2026-06-01	234_001 India will be the next giant on the rise while China is on the decline Salim Ismail	Geopolitics	44%
0.67	Largest company end of September 2026?	manifold 2026-06-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.67	2nd largest company end of August 2026?	manifold 2026-06-01	234_001 India will be the next giant on the rise while China is on the decline Salim Ismail	Geopolitics	44%
0.67	Largest company end of August 2026?	manifold 2026-06-01	SEM_021 Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts using quantization breakthroughs. Dave Blundin	AI/China	45%
0.67	Will Bitcoin reach $100,000 in June?(market prob: 0%)	polymarket 2026-06-01	INF_069 Bitcoin's total addressable market will ultimately reach approximately $270 trillion — positioning it as "digital capital" and apex reserve asset, capturing global store-of-value demand currently distributed across real estate, gold, sovereign debt, an... Michael Saylor	Crypto	15%
0.67	Will Google have the best AI model at the end of June 2026?(market prob: 0%)	polymarket 2025-10-10	SEM_021 Largest AI models will see a 100x leap in size by 2026, driven largely by Chinese research efforts using quantization breakthroughs. Dave Blundin	AI/China	45%
0.67	Will Baidu have the best AI model at the end of June 2026?(market prob: 0%)	polymarket 2025-10-10	242_056 AI models will become manager of entire economy, not just picking off mom/pop businesses Alex Wissner-Gross	Macro/Economy	16%
0.67	Will Baidu have the best AI model at the end of June 2026?(market prob: 0%)	polymarket 2025-10-10	248_016 ASI is imminent; access to top AI models will be closed down in a couple of years. Dave Blundin	AI	49%
0.67	From Layers to Submodules: Rethinking Granularity in Replacement-Based LLM Compression	arxiv 2026-06-01	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.67	Monitoring Agentic Systems Before They're Reliable	arxiv 2026-06-01	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%
0.67	AgentRedBench: Dynamic Redteaming and Integration-Aware Defense for LLM Agents over SaaS Integrations	arxiv 2026-06-01	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%
0.67	AutoMedBench: Towards Medical AutoResearch with Agentic AI Models	arxiv 2026-06-01	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%
0.67	Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus	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%
0.67	Post-Deterministic Distributed Systems: A New Foundation for Trustworthy Autonomous Infrastructure	arxiv 2026-06-01	AI_027 Autonomous AI agents cannot function efficiently on legacy slow-moving fiat banking rails — therefore AI systems will inevitably adopt Bitcoin and scalable cryptographic networks as their native digital capital, operating independently across borders a... Michael Saylor	Crypto	25%
0.67	Coherent Off-Policy Improvement of Large Behavior Models with Learned Rewards	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%
0.67	Edge-aware Decoding for Neural Asymmetric Routing	arxiv 2026-06-01	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.67	Continual Learning as a Multiphase Moving-Boundary Problem	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%
0.67	Mos-Gen: A Generative Molecular Framework for Mosquito Insecticide Design	arxiv 2026-06-01	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%
0.67	Unified Context Evolution for LLM Agents	arxiv 2026-06-01	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%
0.67	AI as a Tool for Simulation-Based Experiments in Literary Studies	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%
0.67	Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs	arxiv 2026-05-31	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%
0.67	Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs	arxiv 2026-05-31	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%
0.67	Will Elon Musk post 380-399 tweets from June 2 to June 9, 2026?(market prob: 0%)	polymarket 2026-05-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.67	Will the price of Bitcoin be above $60,000 on June 6?(market prob: 89%)	polymarket 2026-06-04	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	Will Bitcoin reach $87,500 in June?(market prob: 0%)	polymarket 2026-06-01	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.67	HANDOFF: Humanoid Agentic Task-Space Whole-Body Control via Distilled Complementary Teachers	arxiv 2026-06-04	SPC_025 Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every one AGI safety researcher — extreme systemic risk as these autonomous systems are deployed into physical domains like space and embodied robotics. Leopold Aschenbrenner	AI	64%
0.67	Benchmark Everything Everywhere All at Once	arxiv 2026-06-04	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.67	Vortex: Efficient and Programmable Sparse Attention Serving for AI Agents	arxiv 2026-06-04	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.67	Framing, Judging, Steering: An Assessable Competency Model for Teach-ing Students to Reason With Generative AI	arxiv 2026-06-04	IND_002 Educational systems must pivot from teaching skill acquisition and execution to teaching orchestration of agentic swarms and discovery of purpose — value accrues to individuals who master AI orchestration over traditional knowledge work; rendering trad... Alex Finn	Education	50%
0.67	Statistical Priors for Implicit Preferences: Decoupling Skill Selection as a Local Harness in Personal Agents	arxiv 2026-06-04	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%
0.67	Microskill Architecture: A Modular Skill-Driven Framework for AI-Native Code Generation	arxiv 2026-06-04	AI_010 The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new code, developer manual-coding skills atrophy, and engineering transitions from syntax-writing to high-level architectural prompting and 'vibe coding'. Andrej Karpathy	AI	90%
0.67	Explainable AI-Driven Cyber Risk Analytics and Model Reliability Assessment for Intelligent Governance of U.S. Critical Infrastructure: An XGBoost and SHAP-Based Intrusion Detection Framework	arxiv 2026-06-04	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%