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Sim	Doc	Source	Pred	Domain	Prior
0.71	Proprioceptive-visual correspondence enables self-other distinction in humanoid robots	arxiv 2026-06-11	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%
0.71	The Emergence of Autonomous Penetration Capabilities in Large Language Model-Powered AI Systems	arxiv 2026-06-11	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%
0.71	The Internet of Agentic AI: Communication, Coordination, and Collective Intelligence at Scale	arxiv 2026-06-11	CYB_003 Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI... Alex Finn	AI	55%
0.71	Benchmarking AI Agents for Addressing Scientific Challenges Across Scales	arxiv 2026-06-10	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.71	Multi-Turn Reasoning When Context Arrives in Pieces: Scalable Sharding and Memory-Augmented RL	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%
0.71	Multi-Modal Multi-Agent Robotic Cognitive Alignment enabled by Non-Invasive Consumer Brain Computer Interfaces: A Proof of Concept Exploration	arxiv 2026-06-11	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%
0.71	elon musk cross openai altman	gdelt 2026-04-30	247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin	AI	40%
0.71		gdelt 2026-04-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.71	Will Anthropic flip BTC by December 31?(market prob: 28%)	polymarket 2026-04-28	240_055 Anthropic heading to IPO, pursuing $50B from Amazon Dave Blundin	Markets/Stocks	47%
0.71	Will Bitcoin reach $79,000 on May 1?(market prob: 8%)	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%
0.71	Will an AI system discover information theory from first principles before 2031?(market prob: 35%)	manifold 2026-05-01	ROB_003 AI will allow humanity to complete the next 25 years of scientific discovery in just 5 years — effectively bringing 2050-era science to 2030. Already manifesting in resolution of long-standing mathematical proofs (e.g. Erdős problems) via advanced reas... Kevin Weil	AI	45%
0.71	Will Bitcoin reach $79,000 on May 2?(market prob: 100%)	polymarket 2026-05-02	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%
0.71	Will Tim Walz win the 2028 US Presidential Election?(market prob: 1%)	polymarket 2025-07-08	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.71	By the end of 2028, will the lowest cost way to generate AI compute be in space?(market prob: 4%)	manifold 2026-05-03	ROB_001 If hundreds of millions of AGI instances are deployed simultaneously by 2027 to automate the algorithms governing their own architectures, the industry will compress a decade of human-led algorithmic progress into less than a year — culminating in 'run... Leopold Aschenbrenner	AI	29%
0.71	Revisiting the Travel Planning Capabilities of Large Language Models	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%
0.71	Evaluating Prompting and Execution-Based Methods for Deterministic Computation in LLMs	arxiv 2026-05-04	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.71	Human-Provenance Verification should be Treated as Labor Infrastructure in AI-Saturated Markets	arxiv 2026-05-04	SPC_029 'Idea Guys' vindication — because AI handles rote execution of complex engineering and software tasks, human vision and imagination become the only remaining scarcity in the economy; imagination replaces coding skill as the premium professional currency. Sam Altman	Labor/Jobs	46%
0.71	Will Claude replace Grok on X in 2026?(market prob: 9%)	manifold 2026-05-07	239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk	AI	40%
0.71	Anticipating Innovation Using Large Language Models	arxiv 2026-05-06	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.71	Ex Ante Evaluation of AI-Induced Idea Diversity Collapse	arxiv 2026-05-07	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.71	Agentic AIs Are the Missing Paradigm for Out-of-Distribution Generalization in Foundation Models	arxiv 2026-05-07	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.71	More Is Not Always Better: Cross-Component Interference in LLM Agent Scaffolding	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%
0.71	RobotEQ: Transitioning from Passive Intelligence to Active Intelligence in Embodied AI	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%
0.71	Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs	arxiv 2026-05-12	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%
0.71	Gemini 3.2 released by May 31, 2026?(market prob: 98%)	polymarket 2026-04-27	235_035 Apple finally launching AI with Gemini integration at WWDC in June 2026. Alex Wissner-Gross	AI	35%
0.71	Position: Behavioural Assurance Cannot Verify the Safety Claims Governance Now Demands	arxiv 2026-05-14	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.71	Natural Synthesis: Outperforming Reactive Synthesis Tools with Large Reasoning Models	arxiv 2026-05-14	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.71	ASH: Agents that Self-Hone via Embodied Learning	arxiv 2026-05-14	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%
0.71	Will ASI be achieved less than a year after continual learning?(market prob: 31%)	manifold 2026-05-28	235_005 AI capability will grow 100x this year in raw parameter count as lower bound. Dave Blundin	AI	49%
0.71	AgentSchool: An LLM-Powered Multi-Agent Simulation for Education	arxiv 2026-05-28	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%
0.71	Reasoning-preserved Efficient Distillation of Large Language Models via Activation-aware Initialization	arxiv 2026-05-28	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.71	Will OpenAI publicly share software it developed to make its AI run on chips from different providers, in 2026?(market prob: 26%)	manifold 2026-06-01	SEM_006 OpenAI will operate at a ~$9B deficit in 2025, driven almost entirely by advanced-chip acquisition and facility construction. Sam Altman	AI/Finance	64%
0.71	Bitcoin price on June 30?	manifold 2026-06-02	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%
0.71	Bitcoin $65K in June?(market prob: 99%)	manifold 2026-06-02	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%
0.71	Evaluating Real-World Generalizability of Algorithm Selection Models	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%
0.71	Will a Claude Mythos model be released by June 15, 2026?(market prob: 36%)	polymarket 2026-05-28	235_002 Anthropic will exceed OpenAI in revenue this year (2026). Dave Blundin	AI	75%
0.71	ITP-STDP: An Intrinsic-Timing Power-of-Two Learning Engine for On-Chip SNN Training	arxiv 2026-06-04	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.71	VISTA: Vision-Grounded and Physics-Validated Adaptation of UMI data for VLA Training	arxiv 2026-06-03	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%
0.71	Act As a Real Researcher: A Suite of Benchmarks Evaluating Frontier LLMs and Agentic Harnesses in Research Lifecycle	arxiv 2026-06-05	AI_006 True autonomous agents are 'not anywhere close' — AGI and reliable long-horizon agents will require a full decade (2034 or beyond) to develop the holistic contextual reasoning and robust world models needed for unconstrained physical and digital enviro... Andrej Karpathy	AI	38%
0.71	Spline Policy: A Structured Representation for Robot Policies	arxiv 2026-06-05	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.71	From 0-to-1 to 1-to-N: Reproducible Engineering Evidence for MetaAI Recursive Self-Design	arxiv 2026-06-08	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.71	From 0-to-1 to 1-to-N: Reproducible Engineering Evidence for MetaAI Recursive Self-Design	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%
0.71	Targeting World Models to Compromise Robot Learning Pipelines	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%
0.71	Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving LLM Agents	arxiv 2026-06-08	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.71	Resource-aware Computation-Communication Overlap for multi-GPU ML Workloads	arxiv 2026-06-08	CMQ_044 Future data-center architectures optimized for agentic workflows may require 1:2 or even 2:1 CPU-to-GPU ratio (vs historical 1:12) to prevent GPU idle-waiting. Morgan Stanley	AI/Compute	65%
0.71	Instrumental convergence and power-seeking	arxiv 2026-06-07	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	61%
0.71	PhysGraph: A Physics-aware 3D Scene Graph for Perception and Reasoning	arxiv 2026-06-07	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%
0.71	Workflow-GYM: Towards Long-Horizon Evaluation of Computer-use Agentic tasks in Real-World Professional Fields	arxiv 2026-06-09	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.71	Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness	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%
0.71	A Lightweight Multi-Agent Framework for Automated Concrete Barrier Design	arxiv 2026-06-10	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%