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Sim	Doc	Source	Pred	Domain	Prior
0.65	Learning Local Constraints for Reinforcement-Learned Content Generators	arxiv 2026-05-13	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.65	HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning	arxiv 2026-05-13	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.65	Q-Flow: Stable and Expressive Reinforcement Learning with Flow-Based Policy	arxiv 2026-05-13	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%
0.65	Stylized Text-to-Motion Generation via Hypernetwork-Driven Low-Rank Adaptation	arxiv 2026-05-13	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.65	Physics Guided Generative Optimization for Trotter Suzuki Decomposition	arxiv 2026-05-13	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.65	EMO: Frustratingly Easy Progressive Training of Extendable MoE	arxiv 2026-05-13	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%
0.65	Spectral Flattening Is All Muon Needs: How Orthogonalization Controls Learning Rate and Convergence	arxiv 2026-05-13	SEM_047 At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run. Jimmy Ba	AI/Hardware	71%
0.65	Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective	arxiv 2026-05-13	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.65	FDA ANDA205402: PALIPERIDONE (PALIPERIDONE) — I3 PHARMS	fda 2026-05-07	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.65	FDA ANDA207740: OMEPRAZOLE (OMEPRAZOLE) — DR REDDYS	fda 2026-04-29	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.65	Will Codex be announced to have hit 5M WAUs before June?(market prob: 41%)	manifold 2026-05-14	231_002 Grok 5 launches in March with massive expansion in training set, parameters, and capability. Dave Blundin	AI	30%
0.65	From Data to Action: Accelerating Refinery Optimization with AI	arxiv 2026-05-14	FUT_019 Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i... Multi-Forecaster Synthesis	Biotech/Longevity	31%
0.65	Boosting Reinforcement Learning with Verifiable Rewards via Randomly Selected Few-Shot Guidance	arxiv 2026-05-14	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.65	Real-time virtual circuits for plasma shape control via neural network emulators	arxiv 2026-05-14	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%
0.65	Known By Their Actions: Fingerprinting LLM Browser Agents via UI Traces	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%
0.65	NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces	arxiv 2026-05-14	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.65	Discovering Physical Directions in Weight Space: Composing Neural PDE Experts	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%
0.65	LiSA: Lifelong Safety Adaptation via Conservative Policy Induction	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%
0.65	Analog RF Computing: A New Paradigm for Energy-Efficient Edge AI Over MU-MIMO Systems	arxiv 2026-05-14	INF_043 Unit cost of intelligence will drop at a rate far exceeding Moore's Law, driving explosive demand growth that filters out to edge devices and localized small models. Marc Andreessen	AI	47%
0.65	Architecture-Aware Explanation Auditing for Industrial Visual Inspection	arxiv 2026-05-14	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.65	FDA ANDA211135: RIOCIGUAT (RIOCIGUAT) — MSN	fda 2026-05-08	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.65	Will Apple mention OpenAI or ChatGPT in its WWDC 2026 keynote?(market prob: 28%)	manifold 2026-05-16	238_040 Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS Alex Wissner-Gross	AI	34%
0.65	Will @mayaofspring pass JLPT N1 in December 2026?(market prob: 63%)	manifold 2026-05-17	247_045 1X Neo humanoid robot will be delivered this summer 2026 Peter Diamandis	Robotics	32%
0.65	Will Bitcoin (Coinbase BTC-USD) close above $85,000 on June 1, 2026?(market prob: 16%)	manifold 2026-05-16	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.65	Quantum Computing Inc. (QUBT) (CIK 0001758009)	edgar_8k 2026-05-18	247_037 Quantum computing will not break Bitcoin (Mike Saylor position) Michael Saylor	Crypto	54%
0.65	Can Adaptive Gradient Methods Converge under Heavy-Tailed Noise? A Case Study of AdaGrad	arxiv 2026-05-18	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%
0.65	Pocket Foundation Models: Distilling TFMs into CPU-Ready Gradient-Boosted Trees	arxiv 2026-05-18	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.65	Pointwise Generalization in Deep Neural Networks	arxiv 2026-05-18	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.65	Self-supervised local learning rules learn the hidden hierarchical structure of high-dimensional data	arxiv 2026-05-18	AI_036 Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell... Leopold Aschenbrenner	AI	49%
0.65	Self-supervised local learning rules learn the hidden hierarchical structure of high-dimensional data	arxiv 2026-05-18	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.65	Modelling Customer Trajectories with Reinforcement Learning for Practical Retail Insights	arxiv 2026-05-18	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%
0.65	QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting	arxiv 2026-05-18	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.65	The Symmetries of Three-Layer ReLU Networks	arxiv 2026-05-18	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%
0.65	Ringmaster LMO: Asynchronous Linear Minimization Oracle Momentum Method	arxiv 2026-05-18	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%
0.65	Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs	arxiv 2026-05-18	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.65	LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning	arxiv 2026-05-18	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%
0.65	Will Bitcoin dip to $30,000 in May?(market prob: 0%)	polymarket 2026-05-01	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%
0.65	2026 political predictions (add your own)	manifold 2026-05-29	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.65	2026 political predictions (add your own)	manifold 2026-05-29	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.65	Will Michael Levin be awarded the Nobel Prize?(market prob: 32%)	manifold 2026-05-27	231_008 AI discoveries of past errors will topple some Nobel prizes. Peter Diamandis	AI	50%
0.65	Will Polymarket feature a market about Teamfight Tactics before 2028?(market prob: 43%)	manifold 2026-05-24	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.65	Will the United States unemployment rate exceed 30% any time before 2040?(market prob: 30%)	manifold 2026-05-24	242_023 World will have 10x more wealth around 2034-2036 Dave Blundin	Macro/Economy	34%
0.65	SchGen: PCB Schematic Generation with Semantic-Grounded Code Representations	arxiv 2026-05-28	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.65	Self-Trained Verification for Training- and Test-Time Self-Improvement	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%
0.65	BORA: Bridging Offline Reinforcement Learning and Online Residual Adaptation for Real-World Dexterous VLA Models	arxiv 2026-05-28	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.65	Neural Network Verification using Partial Multi-Neuron Relaxation	arxiv 2026-05-28	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.65	Do Proactive Agents Really Need an LLM to Decide When to Wake and What to Anchor?	arxiv 2026-05-28	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%
0.65	Compass: Navigating Global Marine Lead Data Integration through Expert-Guided LLM Agent	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%
0.65	Croissant Tasks: A Metadata Format for Reproducible Machine Learning Evaluations	arxiv 2026-05-28	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%
0.65	Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence	arxiv 2026-05-28	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%
0.65	GRASP: Gated Regression-Aware Skill Proposer for Self-Improving LLM Agents	arxiv 2026-05-28	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.65	DeepSurvey: Enhancing Analytical Depth and Citation Reliability in Automated Survey Generation	arxiv 2026-05-28	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.65	OOD-GraphLLM: Graph Large Language Model for Out-of-Distribution Generalized Drug Synergy Prediction	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%
0.65	Feedback-to-Rubrics: Can We Learn Expert Criteria from Inline Comments?	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%
0.65	Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing	arxiv 2026-05-28	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%
0.65	AMDP: Asynchronous Multi-Directional Pipeline Parallelism for Large-Scale Models Training	arxiv 2026-05-28	CMQ_030 In the modern AI pipeline, the CPU no longer merely supports the model — it drives the model (agentic workloads invert historical CPU:GPU ratio). Jensen Huang	AI/Compute	34%
0.65	A Full-Pipeline Framework for Evaluating Membership Inference Attacks in Machine Learning	arxiv 2026-05-28	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%
0.65	KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs	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%
0.65	KLAS: Using Similarity to Stitch Neural Networks for Improved Accuracy-Efficiency Tradeoffs	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%
0.65	MELD: Mel-Spectrogram-Based Speech Language Modeling with Discrete Latent Variables	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%
0.65	Understanding Safety-Sensitive Expert Behavior in Mixture-of-Experts LLMs	arxiv 2026-05-28	FUT_020 Profound structural collision: exponential AI cognitive bandwidth (Webb LAMs FUT_004) colliding with Zeihan demographic atrophy (FUT_007) forces corporations + sovereign states to delegate supply chain logistics, financial forecasting, infrastructure m... Multi-Forecaster Synthesis	Labor/Jobs	45%
0.65	On Asymmetric Optimization of Reasoning and Perception in Vision-Language Model Post-Training	arxiv 2026-05-28	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.65	GTA: Generating Long-Horizon Tasks for Web Agents at Scale	arxiv 2026-05-28	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.65	A Progress-Aware Leader-Follower Midair Docking System for Dual-Drone Aerial Manipulation	arxiv 2026-05-28	INF_036 AI will develop a 'kinetic' edge where capital assets (drones, autonomous vehicles, agricultural robots, counter-intrusion systems) become software endpoints — requiring a bifurcated networking architecture: massive sovereign hyperscale DCs for trainin... Dara Khosrowshahi	AI	61%
0.65	Will China invade Taiwan by September 30, 2026?(market prob: 2%)	polymarket 2026-03-17	246_020 China will land on moon by 2030 (credible competitive mission). Alex Wissner-Gross	Geopolitics	32%
0.65	Will NSSB get delayed by more than 30 minutes?(market prob: 97%)	manifold 2026-05-31	231_038 TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. Dave Blundin	AI	44%
0.65	Who will be the next Republican candidate for 2028?	manifold 2026-05-31	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.65	Will Bitcoin dip to $70,000 on June 1?(market prob: 12%)	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%
0.65	Will the price of Ethereum be above $2,400 on June 2?(market prob: 0%)	polymarket 2026-05-26	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.65	Will Bitcoin be below 71K at end of week?(market prob: 98%)	manifold 2026-06-01	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%
0.65	FDA ANDA210215: AMANTADINE HYDROCHLORIDE (AMANTADINE HYDROCHLORIDE) — POM PHARMA	fda 2026-05-13	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.65	Will the price of Bitcoin be above $76,000 on June 3?(market prob: 0%)	polymarket 2026-05-27	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%
0.65	Virgin Galactic Holdings, Inc (SPCE) (CIK 0001706946)	edgar_8k 2026-06-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.65	Permissive Safety Through Trusted Inference: Verifiable Belief-Space Neural Safety Filters for Assured Interactive Robotics	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%
0.65	PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning	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%
0.65	Bridging the Sim-to-Real Gap in Semiconductor Visual Program Synthesis via Input Binarization	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%
0.65	AgentPLM: Agentic Protein Language Models with Reasoning-Augmented Decoding for Protein Sequence Design	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%
0.65	Coordination Graphs for Constrained Multi-Agent Reinforcement Learning	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%
0.65	OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents	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%
0.65	AutoMedBench: Towards Medical AutoResearch with Agentic AI Models	arxiv 2026-06-01	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.65	Does Compression Preserve Uncertainty? A Unified Benchmark for Quantized and Sparse LLMs via Conformal Prediction	arxiv 2026-06-01	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.65	CAPF: Guiding Search-Agent Rollouts with Credit-Attenuated Privileged Feedback	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%
0.65	Stochastic convergence of parallel asynchronous adaptive first-order methods	arxiv 2026-06-01	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%
0.65	MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation	arxiv 2026-06-01	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.65	RoleCDE:Benchmarking and Mitigating Role-Alignment Trade-offs in Role-Playing Agents	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%
0.65	ProtoAda: Prototype-Guided Adaptive Adapter Expansion and Geometric Consolidation for Multimodal Continual Instruction Tuning	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%
0.65	TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks	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%
0.65	Physics-Guided Recurrent State-Space Neural Networks for Multi-Step Prediction	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%
0.65	Bayesian meta-learning for modeling Alzheimer's disease progression	arxiv 2026-06-01	CMQ_006 Expert-level AI applied to biology/medicine will yield cures for cancer and Alzheimer's within 5-10 years, compressing a century of progress into a decade. Dario Amodei	Biotech/Longevity	36%
0.65	When Tabular Foundation Models Transfer Across Modalities: A Systematic Evaluation Across 95 Datasets, 7 Modalities, and Two Regimes	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%
0.65	ContinuousBench: Can Differentially Private Synthetic Text Improve Capabilities?	arxiv 2026-06-01	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.65	Mos-Gen: A Generative Molecular Framework for Mosquito Insecticide Design	arxiv 2026-06-01	IND_012 NVIDIA BioNeMo platform + Evo 2 model fundamentally compresses a century of biology into a decade — Evo 2 achieves 90% accuracy in BRCA1 predictions; AI models will seamlessly transition generated biological designs into practical, synthesized clinical... Jensen Huang	Biotech/Longevity	68%
0.65	Mos-Gen: A Generative Molecular Framework for Mosquito Insecticide Design	arxiv 2026-06-01	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%
0.65	ATLAS: Agentic Test-time Learning-to-Allocate Scaling	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%
0.65	Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization	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%
0.65	CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning	arxiv 2026-06-01	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.65	Elon Musk's Death(market prob: 1%)	manifold 2026-06-03	247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin	AI	45%
0.65	FDA NDA202811: LINZESS (LINACLOTIDE) — ABBVIE	fda 2026-05-21	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.65	huggingface/transformers v5.10.1	github_release 2026-06-03	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.65	huggingface/transformers v5.10.1	github_release 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%