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Sim	Doc	Source	Pred	Domain	Prior
0.64	Discrete Flow Matching for Offline-to-Online Reinforcement Learning	arxiv 2026-05-12	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.64	Agent-Based Post-Hoc Correction of Agricultural Yield Forecasts	arxiv 2026-05-12	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.64	Neural-Schwarz Tiling for Geometry-Universal PDE Solving at Scale	arxiv 2026-05-12	INF_035 Advanced U.S. manufacturing capacity for 3D-printed liquid-cooling plates will scale rapidly — Fabric8Labs secured $50M (NEA + Intel Capital) specifically to address the AI-DC thermal bottleneck with electrochemically-deposited intricate cold-plate geo... Fabric8Labs (NEA / Intel Capital funded)	Semis	65%
0.64	BSO: Safety Alignment Is Density Ratio Matching	arxiv 2026-05-12	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.64	Not How Many, But Which: Parameter Placement in Low-Rank Adaptation	arxiv 2026-05-12	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.64	Hölder Policy Optimisation	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%
0.64	Rethink the Role of Neural Decoders in Quantum Error Correction	arxiv 2026-05-12	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.64	Split the Differences, Pool the Rest: Provably Efficient Multi-Objective Imitation	arxiv 2026-05-12	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%
0.64	Persona-Conditioned Adversarial Prompting: Multi-Identity Red-Teaming for Adversarial Discovery and Mitigation	arxiv 2026-05-12	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.64	SoK: Unlearnability and Unlearning for Model Dememorization	arxiv 2026-05-12	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.64	Hindsight Hint Distillation: Scaffolded Reasoning for SWE Agents from CoT-free Answers	arxiv 2026-05-12	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%
0.64	FERMI: Exploiting Relations for Membership Inference Against Tabular Diffusion Models	arxiv 2026-05-12	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%
0.64	Will the price of Bitcoin be above $86,000 on May 15?(market prob: 1%)	polymarket 2026-05-08	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $82,000 on May 15?(market prob: 34%)	polymarket 2026-05-08	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Parallel Scan Recurrent Neural Quantum States for Scalable Variational Monte Carlo	arxiv 2026-05-13	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.64	Three-Stage Learning Unlocks Strong Performance in Simple Models for Long-Term Time Series Forecasting	arxiv 2026-05-13	234_019 Expect big AI capability improvements via recursive self-improvement over next few weeks Alex Wissner-Gross	AI	39%
0.64	Achieving $ε^{-2}$ Sample Complexity for Single-Loop Actor-Critic under Minimal Assumptions	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%
0.64	Deep Learning as Neural Low-Degree Filtering: A Spectral Theory of Hierarchical Feature Learning	arxiv 2026-05-13	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%
0.64	Mixed neural posterior estimation for simulators with discrete and continuous parameters	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%
0.64	Rescaled Asynchronous SGD: Optimal Distributed Optimization under Data and System Heterogeneity	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%
0.64	LIFT: Last-Mile Fine-Tuning for Table Explicitation	arxiv 2026-05-13	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.64	Differentiable Learning of Lifted Action Schemas for Classical Planning	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%
0.64	Teacher-Guided Policy Optimization for LLM Distillation	arxiv 2026-05-13	AI_036 Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell... Leopold Aschenbrenner	AI	49%
0.64	Will the price of Bitcoin be above $72,000 on May 16?(market prob: 100%)	polymarket 2026-05-09	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will WTI close(or open) $108 in May 2026? (After May 10)(market prob: 69%)	manifold 2026-05-10	S_IPO_TRILLION_2027 First $1T+ IPO in 2027	ipo_trillion_plus	40%
0.64	INTEL CORP (INTC) (CIK 0000050863)	edgar_8k 2026-05-15	SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. Joseph Moore	Capital Markets	68%
0.64	Text Knows What, Tables Know When: Clinical Timeline Reconstruction via Retrieval-Augmented Multimodal Alignment	arxiv 2026-05-14	IND_003 Latency of medical truth actively collapsing — genomic sequencing for newborns in neonatal intensive care units (NICUs) reduced to a 4-hour window, effectively moving diagnostics from 'wait and see' paradigm to real-time intervention; convergence of ph... Alex Wissner-Gross	Biotech/Longevity	46%
0.64	Hand-in-the-Loop: Improving Dexterous VLA via Seamless Interventional Correction	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%
0.64	From Data to Action: Accelerating Refinery Optimization with AI	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%
0.64	Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers	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%
0.64	Understanding Imbalanced Forgetting in Rehearsal-Based Class-Incremental Learning	arxiv 2026-05-14	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%
0.64	DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes	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%
0.64	Matrix-Space Reinforcement Learning for Reusing Local Transition Geometry	arxiv 2026-05-14	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.64	To See is Not to Learn: Protecting Multimodal Data from Unauthorized Fine-Tuning of Large Vision-Language Model	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%
0.64	Action-Conditioned Risk Gating for Safety-Critical Control under Partial Observability	arxiv 2026-05-14	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%
0.64	PreFT: Prefill-only finetuning for efficient inference	arxiv 2026-05-14	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.64	FDA ANDA079204: LAMOTRIGINE (LAMOTRIGINE) — TARO	fda 2026-05-06	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.64	Will the price of Bitcoin be above $84,000 on May 18?(market prob: 0%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $82,000 on May 18?(market prob: 1%)	polymarket 2026-05-11	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will the price of Bitcoin be above $74,000 on May 18?(market prob: 99%)	polymarket 2026-05-11	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will the price of Bitcoin be above $86,000 on May 19?(market prob: 0%)	polymarket 2026-05-12	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Altar of Champions 2026 Winner?	manifold 2026-05-16	243_005 There will be many many winners in the autonomous space Dara Khosrowshahi	Auto/Transport	47%
0.64	Will the price of Bitcoin be above $82,000 on May 19?(market prob: 0%)	polymarket 2026-05-12	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will Greg Abbott win the 2028 US Presidential Election?(market prob: 1%)	polymarket 2025-07-08	234_035 Massive social unrest will come before the next US presidential election Dave Blundin	Geopolitics	50%
0.64	Will Ethereum reach $4,000 in May?(market prob: 0%)	polymarket 2026-05-01	247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis	AI	42%
0.64	Will the price of Bitcoin be above $84,000 on May 19?(market prob: 0%)	polymarket 2026-05-12	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will WTI Crude Oil (WTI) hit (LOW) $90 in May?(market prob: 24%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Daily Coinflip 🎉(market prob: 50%)	manifold 2026-05-18	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.64	Will there be a physical protest at YouTube headquarters before 2028?(market prob: 58%)	manifold 2026-05-16	230_044 Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats. Peter Diamandis	Geopolitics	51%
0.64	Will Bernard Cazeneuve win the 2027 French presidential election?(market prob: 1%)	polymarket 2025-11-12	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.64	Will the price of Bitcoin be above $72,000 on May 20?(market prob: 100%)	polymarket 2026-05-13	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will the price of Bitcoin be above $70,000 on May 20?(market prob: 100%)	polymarket 2026-05-13	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will Bitcoin dip to $75,000 on May 19?(market prob: 1%)	polymarket 2026-05-19	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will Chennai Super Kings win the 2026 Indian Premier League?(market prob: 1%)	polymarket 2025-12-24	247_042 Professional Robotics League first US match on April 19, 2026 in Boston Alex Wissner-Gross	Robotics	65%
0.64	Will I successfully refer someone for Ṁ1,000?(market prob: 6%)	manifold 2026-05-19	242_042 Trillion parameter models will propagate to anyone with $50-100M to invest Dave Blundin	AI	50%
0.64	Will Perplexity become profitable by EOY 2027?(market prob: 22%)	manifold 2026-05-19	234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis	Markets/Stocks	67%
0.64	Will Perplexity become profitable by EOY 2027?(market prob: 22%)	manifold 2026-05-19	CMQ_007 Anthropic corporate revenue will reach trillions of dollars before 2030. Dario Amodei	AI	41%
0.64	A No-Defense Defense Against Gradient-Based Adversarial Attacks on ML-NIDS: Is Less More?	arxiv 2026-05-18	246_028 Broad civilizational cyber attack via AI hash function inversion is borderline guaranteed. Alex Wissner-Gross	AI	42%
0.64	Pocket Foundation Models: Distilling TFMs into CPU-Ready Gradient-Boosted Trees	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%
0.64	Data Presentation Over Architecture: Resampling Strategies for Credit Risk Prediction with Tabular Foundation Models	arxiv 2026-05-18	CMQ_041 Reallocation of foundry real estate toward high-margin HBM leaves severe unaddressed supply shortage for traditional consumer-grade DRAM — bifurcation of global memory market. Morgan Stanley	Semis/Memory	71%
0.64	Stochastic Penalty-Barrier Methods for Constrained Machine Learning	arxiv 2026-05-18	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.64	Perfect Parallelization in Mini-Batch SGD with Classical Momentum Acceleration	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%
0.64	Probing for Representation Manifolds in Superposition	arxiv 2026-05-18	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.64	What is Holding Back Latent Visual Reasoning?	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%
0.64	Hybrid Quantum-Classical Neural Architecture Search	arxiv 2026-05-18	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%
0.64	QLIF-CAST: Quantum Leaky-Integrate-and-Fire for Time-Series Weather Forecasting	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%
0.64	Geometric Dictionary Learning of Dynamical Systems with Optimal Transport	arxiv 2026-05-18	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.64	Unveiling Memorization-Generalization Coexistence: A Case Study on Arithmetic Tasks with Label Noise	arxiv 2026-05-18	AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross	AI	59%
0.64	Generating Pretraining Tokens from Organic Data for Data-Bound Scaling	arxiv 2026-05-18	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%
0.64	AMO: Adaptive Muon Orthogonalization	arxiv 2026-05-18	SEM_033 AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas). Alex Wissner-Gross	AI/Physics	56%
0.64	AURORA: Contextual Orthogonalization for Geometric Representation Learning in Healthcare Foundation Models	arxiv 2026-05-18	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%
0.64	Will the price of Bitcoin be above $72,000 on May 31?(market prob: 99%)	polymarket 2026-05-24	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	To what extent will Developmental Cognitive Interpretability be successful [Read Updated Description]	manifold 2026-05-29	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%
0.64	Will US average gas price reach … in June 2026?	manifold 2026-05-26	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%
0.64	How many individuals will qualify for tiebreakers at ARML 2026?	manifold 2026-05-25	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%
0.64	On Language Generation in the Limit with Bounded Memory	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%
0.64	PhyGenHOI: Physically-Aware 4D Generation of Dynamic Human-Object Interactions	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%
0.64	Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models	arxiv 2026-05-28	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.64	Same Evidence, Different Answers: Canonical-Context On-Policy Distillation for Multi-Turn Language Models	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%
0.64	Double-Edged Sword or Sharp Tool? Designing and Evaluating Triadic LLM-Teacher Collaboration for K-12 Writing at Scale	arxiv 2026-05-28	241_048 AI/LLM will be the expression platform for student art, music, writing Eric Schmidt	Education	51%
0.64	Projectional Decoding: Towards Semantic-Aware LLM Generation	arxiv 2026-05-28	AUT_003 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natural-language intent while remaining entirely abstracted from underlying programming architecture; minimalist arch... Andrej Karpathy	AI	87%
0.64	Make LLM Learn to Synthesize from Streaming Experiences through Feedback	arxiv 2026-05-28	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.64	Moment-KV: Momentum-Based Decode-Time KV Cache Compression for Long Generation	arxiv 2026-05-28	248_022 Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings. Alex Wissner-Gross	Markets/Stocks	42%
0.64	Uncertainty-Aware Transfer Learning for Cross-Building Energy Forecasting: Toward Robust and Scalable District-Level Energy Management	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%
0.64	Reliable Reasoning with Large Language Models via Preference-Based Maximum Satisfiability	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%
0.64	Think Fast, Talk Smart: Partitioning Deterministic and Neural Computation for Structured Health Text Generation	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%
0.64	VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data	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%
0.64	Digitally enriching a screening population for pancreatic cancer using routine blood-based measures and clinical histories	arxiv 2026-05-28	INF_027 AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC. Demis Hassabis	Biotech/Longevity	38%
0.64	TriSearch: Learning to Optimize Triangulations via Bistellar Flips	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%
0.64	Open Problem: Separating Geometric and Algorithmic Compression via Cayley-Table Completion	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%
0.64	Eigen-Spike Emergence and Quadratic Equivalents for Conjugate Kernels on Nonlinearly Separable Data	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%
0.64	On-Policy Replay for Continual Supervised Fine-Tuning	arxiv 2026-05-28	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.64	How Much Is a Dataset Worth? Scaling Laws, the Vendi Score, and Matrix Spectral Functions	arxiv 2026-05-28	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%
0.64	AliMark: Enhancing Robustness of Sentence-Level Watermarking Against Text Paraphrasing	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%
0.64	When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs	arxiv 2026-05-28	CYB_017 Prompt engineering evolves into a specialized commerce vector — marketplaces (PromptBase-style) emerge where skilled practitioners sell highly optimized, reliable text descriptions; proving AI displaces execution but rewards precise instructional logic... David Holz	Labor/Jobs	55%
0.64	Attention as In-Context Empirical Bayes: A Two-Stage View via Particle Dynamics	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%
0.64	NeuroEdge: Real-Time Hand Gesture Recognition with High-Density EMG Using Deep Learning at the Edge	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%
0.64	A Dual-Path Architecture for Scaling Compute and Capacity in LLMs	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%
0.64	MELD: Mel-Spectrogram-Based Speech Language Modeling with Discrete Latent Variables	arxiv 2026-05-28	CMQ_055 Multimodal voice recognition powered by generative AI will serve as the default user interface for humanoid physical workers — speak instructions, robot executes. Brett Adcock	Robotics	29%
0.64	Understanding Safety-Sensitive Expert Behavior in Mixture-of-Experts LLMs	arxiv 2026-05-28	CYB_020 Starlink expansion — navigating regulatory regimes like India's IN-SPACe approvals — establishes a ubiquitous, high-bandwidth data canopy essential for routing planetary-scale AI agent communications without terrestrial fiber-optic latency. Gwynne Shotwell	Space	65%