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Sim	Doc	Source	Pred	Domain	Prior
0.63	ARISE: A Repository-level Graph Representation and Toolset for Agentic Fault Localization and Program Repair	arxiv 2026-05-04	CYB_002 Despite raw agentic tool-use benchmarks tracking ahead of schedule, the enterprise reality involves significant operational friction — the 'integration schlep' — characterized by legacy software incompatibilities, rigid corporate bureaucracies, and per... Leopold Aschenbrenner	Macro/Economy	85%
0.63	Neuron-Anchored Rule Extraction for Large Language Models via Contrastive Hierarchical Ablation	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%
0.63	Compress Then Adapt? No, Do It Together via Task-aware Union of Subspaces	arxiv 2026-05-04	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Decoupled Guidance Diffusion for Adaptive Offline Safe Reinforcement Learning	arxiv 2026-05-04	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	OphMAE: Bridging Volumetric and Planar Imaging with a Foundation Model for Adaptive Ophthalmological Diagnosis	arxiv 2026-05-04	AI_016 The 'cost of intelligence' collapse has officially superseded traditional Moore's Law dynamics — an AI experience curve enables bulk problem-solving across engineering, medicine, and mathematics at a fraction of historical compute costs. Alex Wissner-Gross	AI	82%
0.63	GEM-FI: Gated Evidential Mixtures with Fisher Modulation	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%
0.63	Tempered Guided Diffusion	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%
0.63	Pose Tracking with a Foundation Pose Model and an Ensemble Directional Kalman Filter	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%
0.63	Unsupervised Machine Learning for Detecting Structural Anomalies in European Regional Statistics	arxiv 2026-05-04	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%
0.63	Trust, but Verify: Peeling Low-Bit Transformer Networks for Training Monitoring	arxiv 2026-05-04	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.63	Adaptive Interpolation-Synthesis for Motion In-Betweening on Keyframe-Based Animation	arxiv 2026-05-04	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	Evaluating Reasoning Models for Queries with Presuppositions	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%
0.63	Mapping Discourse Reframing: A Multi-Layer Network Approach to Italian HPV Vaccine Discourse on X (2010-2024)	arxiv 2026-05-04	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	InfoLaw: Information Scaling Laws for Large Language Models with Quality-Weighted Mixture Data and Repetition	arxiv 2026-05-04	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	MolViBench: Evaluating LLMs on Molecular Vibe Coding	arxiv 2026-05-04	SEM_012 Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. Jensen Huang	AI/Manufacturing	75%
0.63	Sharpness-Aware Pretraining Mitigates Catastrophic Forgetting	arxiv 2026-05-04	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	ShapeGrasp: Simultaneous Visuo-Haptic Shape Completion and Grasping for Improved Robot Manipulation	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%
0.63	FDA ANDA091291: LEVETIRACETAM (LEVETIRACETAM) — CHARTWELL RX	fda 2026-04-09	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	FDA ANDA091655: ESCITALOPRAM OXALATE (ESCITALOPRAM OXALATE) — MICRO LABS	fda 2026-04-22	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	FDA ANDA219072: CARBAMAZEPINE (CARBAMAZEPINE) — YICHANG HUMANWELL	fda 2026-04-17	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	facebookresearch/neuroai v0.1.0	github_release 2026-04-17	247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross	AI	41%
0.63	Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement	arxiv 2026-05-06	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement	arxiv 2026-05-06	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	The Pinocchio Dimension: Phenomenality of Experience as the Primary Axis of LLM Psychometric Differences	arxiv 2026-05-06	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%
0.63	UFAL-CUNI at SemEval-2026 Task 11: An Efficient Modular Neuro-symbolic Method for Syllogistic Reasoning	arxiv 2026-05-06	CMQ_058 Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency. Alex Finn	AI/Compute	59%
0.63	Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-SQL	arxiv 2026-05-06	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%
0.63	Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties	arxiv 2026-05-06	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%
0.63	Correct Is Not Enough: Training Reasoning Planners with Executor-Grounded Rewards	arxiv 2026-05-05	CYB_006 When AI agents possess the ability to read, write, and restructure their own long-term memory banks dynamically — agentically using tools to explore search spaces, understand context, recognize what's missing, and follow algorithmic curiosity — they cr... Kevin Weil	AI	63%
0.63	FDA ANDA218341: OXCARBAZEPINE (OXCARBAZEPINE) — UMEDICA LABS PVT	fda 2026-04-29	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	facebookresearch/habitat-lab v0.3.1	github_release 2024-03-15	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.63	facebookresearch/habitat-lab v0.2.3	github_release 2022-12-08	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.63	facebookresearch/habitat-lab v0.1.6	github_release 2020-09-18	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%
0.63	facebookresearch/habitat-lab v0.1.6	github_release 2020-09-18	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.63	facebookresearch/faiss v1.8.0	github_release 2024-03-01	COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack	Semis	50%
0.63	facebookresearch/faiss v1.7.2	github_release 2022-01-10	CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang	Semis	83%
0.63	facebookresearch/faiss v1.6.4	github_release 2020-10-22	CYB_009 Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par... David Holz	AI	77%
0.63	facebookresearch/balance 0.18.0	github_release 2026-03-24	248_022 Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings. Alex Wissner-Gross	Markets/Stocks	42%
0.63	facebookresearch/xformers v0.0.29	github_release 2024-12-27	229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock	Robotics	69%
0.63	facebookresearch/xformers v0.0.27.post2	github_release 2024-07-26	COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack	Semis	50%
0.63	Will this market close between 60% - 70%(market prob: 61%)	manifold 2026-05-07	242_033 Companies will race to 80% token spend / 20% salary; good by 2030-2032 Dave Blundin	Labor/Jobs	49%
0.63	Measuring Evaluation-Context Divergence in Open-Weight LLMs: A Paired-Prompt Protocol with Pilot Evidence of Alignment-Pipeline-Specific Heterogeneity	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%
0.63	Attributions All the Way Down? The Metagame of Interpretability	arxiv 2026-05-07	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Band Together: Untargeted Adversarial Training with Multimodal Coordination against Evasion-based Promotion Attacks	arxiv 2026-05-07	CYB_012 'Recommendation poisoning' — deliberate corruption of the data lakes, training sets, and persistent memory banks that agents rely on for purchase/action decisions — emerges as the primary new cybersecurity-marketing vector, blurring the line between di... Alex Finn	AI	44%
0.63	Price of Fairness in Short-Term and Long-Term Algorithmic Selections	arxiv 2026-05-07	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models	arxiv 2026-05-07	246_028 Broad civilizational cyber attack via AI hash function inversion is borderline guaranteed. Alex Wissner-Gross	AI	42%
0.63	Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction	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%
0.63	Entropy-Regularized Adjoint Matching for Offline RL	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%
0.63	VISD: Enhancing Video Reasoning via Structured Self-Distillation	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%
0.63	Safety Certification is Classification	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%
0.63	Normalized Architectures are Natively 4-Bit	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%
0.63	Adding Thermal Awareness to Visual Systems in Real-Time via Distilled Diffusion 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%
0.63	TheraAgent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning	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%
0.63	DBMSolver: A Training-free Diffusion Bridge Sampler for High-Quality Image-to-Image Translation	arxiv 2026-05-07	CYB_009 Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par... David Holz	AI	77%
0.63	On the Safety of Graph Representation Learning	arxiv 2026-05-07	229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock	Robotics	69%
0.63	Reconstruction or Semantics? What Makes a Latent Space Useful for Robotic World Models	arxiv 2026-05-07	CYB_019 Deployment of 'world model systems' — AI that accurately simulates and anticipates the physical and thermodynamic dynamics of reality — serves as the critical foundational training ground for embodied agents, letting them experience billions of hours o... Demis Hassabis	Robotics	44%
0.63	One Algorithm, Two Goals: Dual Scoring for Parameter and Data Selection in LLM Fine-Tuning	arxiv 2026-05-07	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	DiBA: Diagonal and Binary Matrix Approximation for Neural Network Weight Compression	arxiv 2026-05-07	229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock	Robotics	69%
0.63	Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts	arxiv 2026-05-07	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Towards Emotion Consistency Analysis of Large Language Models in Emotional Conversational Contexts	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%
0.63	One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue	arxiv 2026-05-07	246_028 Broad civilizational cyber attack via AI hash function inversion is borderline guaranteed. Alex Wissner-Gross	AI	42%
0.63	One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue	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%
0.63	Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-SQL	arxiv 2026-05-06	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%
0.63	Maximal Controlled Invariant-MPC: Enhancing Feasibility and Reducing Conservatism through Terminal CBF Constraint in Safety-Critical Control	arxiv 2026-05-07	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.63	From Pixels to Tokens: A Systematic Study of Latent Action Supervision for Vision-Language-Action Models	arxiv 2026-05-06	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	FDA ANDA217239: TORSEMIDE (TORSEMIDE) — MICRO LABS	fda 2026-05-01	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	Daily Coinflip(market prob: 51%)	manifold 2026-05-08	TK04 Macro Recession 2026-27 (Structural Deleveraging)	—	25%
0.63	Will April 2026 core CPI rise at least 0.3% month-over-month?(market prob: 52%)	manifold 2026-05-10	INF_047 2026 US GDP growth will land in a robust 4.6%–6.2% range — driven primarily by AI-driven productivity gains and massive physical-infrastructure capex. Chamath Palihapitiya	Macro/Economy	31%
0.63	Will the price of Bitcoin be above $78,000 on May 12?(market prob: 99%)	polymarket 2026-05-05	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $80,000 on May 12?(market prob: 92%)	polymarket 2026-05-05	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Bitcoin Up or Down on May 12?(market prob: 64%)	polymarket 2026-05-10	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.63	Will any US brokerage support a third-party-operated user identity by the end of 2027?(market prob: 42%)	manifold 2026-05-11	247_040 AI agents will invent their own currencies, won't stick with Bitcoin Alex Wissner-Gross	Crypto	26%
0.63	Navitas Semiconductor Corp (NVTS) (CIK 0001821769)	edgar_8k 2026-05-11	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%
0.63	Will the price of Bitcoin be above $74,000 on May 13?(market prob: 100%)	polymarket 2026-05-06	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Daily Coinflip(market prob: 50%)	manifold 2026-05-12	TK04 Macro Recession 2026-27 (Structural Deleveraging)	—	25%
0.63	FDA BLA761291: TECVAYLI (TECLISTAMAB-CQYV) — JANSSEN BIOTECH	fda 2026-05-06	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	Will the price of Bitcoin be above $74,000 on May 14?(market prob: 100%)	polymarket 2026-05-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will 12 or more Fed rate cuts happen in 2026?(market prob: 0%)	polymarket 2025-09-29	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.63	Will Polymarket launch its official token in 2026?(market prob: 45%)	manifold 2026-05-13	246_006 OpenAI will IPO by end of 2026, Anthropic early-to-mid 2027 (may try end of 2026). Peter Diamandis	Markets/Stocks	45%
0.63	Oil Price (WTI) today?	manifold 2026-05-13	SEM_025 Morgan Stanley price target $250 for Nvidia — representing 32% upside from current levels. Joseph Moore	Capital Markets	55%
0.63	Navitas Semiconductor Corp (NVTS) (CIK 0001821769)	edgar_8k 2026-05-13	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%
0.63	Tempus AI, Inc. (TEM) (CIK 0001717115)	edgar_8k 2026-05-13	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%
0.63	Elastic Attention Cores for Scalable Vision Transformers	arxiv 2026-05-12	CMQ_042 As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory. Morgan Stanley	AI/Compute	35%
0.63	Detecting overfitting in Neural Networks during long-horizon grokking using Random Matrix Theory	arxiv 2026-05-12	CMQ_031 AI has crossed a historic tipping point — traditional Moore's Law is obsolete; AI now follows a highly accelerated, domain-specific experience curve. Alex Wissner-Gross	AI/Compute	42%
0.63	From Message-Passing to Linearized Graph Sequence Models	arxiv 2026-05-12	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	A New Technique for AI Explainability using Feature Association Map	arxiv 2026-05-12	AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross	AI	59%
0.63	Multi-Task Representation Learning for Conservative Linear Bandits	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%
0.63	MULTI: Disentangling Camera Lens, Sensor, View, and Domain for Novel Image Generation	arxiv 2026-05-12	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Limits of Learning Linear Dynamics from Experiments	arxiv 2026-05-12	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	Assessment of cloud and associated radiation fields from a GAN stochastic cloud subcolumn generator	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%
0.63	GEAR: Granularity-Adaptive Advantage Reweighting for LLM Agents via Self-Distillation	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%
0.63	Stop Marginalizing My Dreams: Model Inversion via Laplace Kernel for Continual Learning	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%
0.63	EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation	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%
0.63	FDA ANDA205807: GABAPENTIN (GABAPENTIN) — TEVA PHARMS USA	fda 2026-05-01	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	huggingface/transformers v5.8.1	github_release 2026-05-13	INF_072 There is approximately a 50/50 chance that simply scaling existing methodologies (transformer architecture + more data + more compute) will be enough to reach AGI — though "nowhere near" human-level AGI currently. Demis Hassabis	AI	40%
0.63	Will Helder Barbalho win the 2026 Brazilian presidential election?(market prob: 0%)	polymarket 2025-09-17	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.63	Daily Coinflip(market prob: 50%)	manifold 2026-05-14	TK04 Macro Recession 2026-27 (Structural Deleveraging)	—	25%
0.63	Will Dogecoin reach 106% of its current price in the next 24 hours?(market prob: 11%)	manifold 2026-05-14	TK10 $100T Sovereign Debt Crisis	—	12%
0.63	Fortive Corp (FTV) (CIK 0001659166)	edgar_8k 2026-05-14	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling	arxiv 2026-05-13	IND_014 Generative AI has rendered static one-size-fits-all learning structurally obsolete — 'every textbook is obsolete' as AI tutors construct personalized lessons mapped perfectly to student mastery level; total disintermediation of the human academic teach... Joe Liemandt	Education	48%
0.63	MILM: Large Language Models for Multimodal Irregular Time Series with Informative Sampling	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%
0.63	Beyond Perplexity: A Geometric and Spectral Study of Low-Rank Pre-Training	arxiv 2026-05-13	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters	arxiv 2026-05-13	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	Watermarking Should Be Treated as a Monitoring Primitive	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%
0.63	Ergodic Trajectory Design by Learned Pushforward Maps: Provable Coverage via Conditional Flow Matching	arxiv 2026-05-13	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	FeatCal: Feature Calibration for Post-Merging Models	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%
0.63	Understanding and Accelerating the Training of Masked Diffusion Language Models	arxiv 2026-05-13	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	Implicit Behavioral Decoding from Next-Step Spike Forecasts at Population Scale	arxiv 2026-05-13	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	Implicit Behavioral Decoding from Next-Step Spike Forecasts at Population Scale	arxiv 2026-05-13	INF_009 The first multi-behavior brain-organoid upload is imminent — wetware ('brain organoid') computing has progressed from Pong (2021) to Doom-class simulators (2025), and offers a pathway out of silicon thermal limits at ~20W per brain-equivalent compute. Alex Wissner-Gross	AI	17%
0.63	\emph{DRIFT}: A Benchmark for Task-Free Continual Graph Learning with Continuous Distribution Shifts	arxiv 2026-05-13	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking	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%
0.63	From Instance Selection to Fixed-Pool Data Recipe Search for Supervised Fine-Tuning	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%
0.63	FDA BLA761100: ONTRUZANT (TRASTUZUMAB-DTTB) — SAMSUNG BIOEPIS CO LTD	fda 2026-04-15	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	Will the price of Bitcoin be above $76,000 on May 16?(market prob: 99%)	polymarket 2026-05-09	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Game Handicap: MKOI (-1.5) vs GIANTX (+1.5)(market prob: 100%)	polymarket 2026-05-14	FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community	AI	100%
0.63	Dota 2: Aurora vs GamerLegion - Game 2 Winner(market prob: 100%)	polymarket 2026-05-14	FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community	AI	100%
0.63	Eradicating Negative Transfer in Multi-Physics Foundation Models via Sparse Mixture-of-Experts Routing	arxiv 2026-05-14	FUT_020 Profound structural collision: exponential AI cognitive bandwidth (Webb LAMs FUT_004) colliding with Zeihan demographic atrophy (FUT_007) forces corporations + sovereign states to delegate supply chain logistics, financial forecasting, infrastructure m... Multi-Forecaster Synthesis	Labor/Jobs	45%
0.63	Novel Dynamic Batch-Sensitive Adam Optimiser for Vehicular Accident Injury Severity Prediction	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%
0.63	Croissant Baker: Metadata Generation for Discoverable, Governable, and Reusable ML Datasets	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%
0.63	Second-Order Actor-Critic Methods for Discounted MDPs via Policy Hessian Decomposition	arxiv 2026-05-14	AI_036 Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell... Leopold Aschenbrenner	AI	49%
0.63	Slot-MPC: Goal-Conditioned Model Predictive Control with Object-Centric Representations	arxiv 2026-05-14	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.63	REALM: Retrospective Encoder Alignment for LFP Modeling	arxiv 2026-05-14	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.63	Compositional Sparsity as an Inductive Bias for Neural Architecture Design	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%
0.63	Crys-JEPA: Accelerating Crystal Discovery via Embedding Screening and Generative Refinement	arxiv 2026-05-14	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.63	ReMIA: a Powerful and Efficient Alternative to Membership Inference Attacks against Synthetic Data Generators	arxiv 2026-05-14	AI_029 Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer. Morgan Stanley	AI	57%
0.63	Large Dimensional Kernel Ridge Regression: Extending to Product Kernels	arxiv 2026-05-14	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	ROAD: Adaptive Data Mixing for Offline-to-Online Reinforcement Learning via Bi-Level Optimization	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%
0.63	Watch your neighbors: Training statistically accurate chaotic systems with local phase space information	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%
0.63	Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods	arxiv 2026-05-14	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence	arxiv 2026-05-13	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.63	Mini-JEPA Foundation Model Fleet Enables Agentic Hydrologic Intelligence	arxiv 2026-05-13	SPC_017 Startups capable of cleaning, structuring, and validating multimodal data pipelines (video, telemetry, Earth-observation) will unlock enterprise value of space-based observations — unstructured multimodal data causes AI agent workflows to hallucinate o... Jennifer Li	AI	63%
0.63	FDA BLA761352: BIZENGRI (ZENOCUTUZUMAB-ZBCO) — MERUS N.V.	fda 2026-05-08	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.63	Daily Coinflip(market prob: 50%)	manifold 2026-05-16	TK04 Macro Recession 2026-27 (Structural Deleveraging)	—	25%
0.63	Will Hantavirus become a pandemic in 2026?(market prob: 4%)	manifold 2026-05-17	235_006 By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent. Dave Blundin	AI	50%
0.63	Will AI psychosis make it into the DSM6?(market prob: 22%)	manifold 2026-05-16	IND_009 Artificial Superintelligence arrives by roughly 2030 — shortly thereafter all human illnesses will be cured 'much sooner than we think'; mechanism: AI not just predicting protein structures but generating novel biological designs revolutionizing drug d... Demis Hassabis	Biotech/Longevity	19%
0.63	Will Bitcoin dip to $76,000 on May 18?(market prob: 10%)	polymarket 2026-05-18	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $88,000 on May 21?(market prob: 0%)	polymarket 2026-05-14	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Ethereum dip to $1,800 in May?(market prob: 0%)	polymarket 2026-05-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Ethereum dip to $1,800 in May?(market prob: 0%)	polymarket 2026-05-01	S_IPO_TRILLION_2028 First $1T+ IPO in 2028	ipo_trillion_plus	25%
0.63	Pierce Brosnan announced as next James Bond?(market prob: 1%)	polymarket 2025-08-04	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	Will @jatloe make a comment on this market and @DottedCalculator responds NO to the qeustion that @jatloe made?(market prob: 6%)	manifold 2026-05-18	241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis	Labor/Jobs	47%
0.63	Will ETH-USD close above $3,000 on Friday, June 5, 2026?(market prob: 22%)	manifold 2026-05-18	TK10 $100T Sovereign Debt Crisis	—	12%
0.63	Will the US strike 8 countries in 2026?(market prob: 13%)	polymarket 2025-11-12	FUT_009 Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of in... Peter Zeihan	Geopolitics	42%
0.63	Will the price of Bitcoin be above $84,000 on May 20?(market prob: 0%)	polymarket 2026-05-13	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will the price of Bitcoin be above $76,000 on May 20?(market prob: 83%)	polymarket 2026-05-13	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will the price of Bitcoin be above $76,000 on May 20?(market prob: 83%)	polymarket 2026-05-13	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	NATO x Russia military clash by December 31, 2026?(market prob: 22%)	polymarket 2026-01-02	241_036 No frontier AI company will emerge in Russia due to war Eric Schmidt	AI	51%
0.63	Will Polymarket reimburse for the incorrect resolution on the crypto fund market?(market prob: 50%)	manifold 2026-05-18	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.63	Will BTC-USD close below $90,000 on Friday, June 5, 2026?(market prob: 95%)	manifold 2026-05-18	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	34%
0.63	DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention	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%
0.63	When Outcome Looks Right But Discipline Fails: Trace-Based Evaluation Under Hidden Competitor State	arxiv 2026-05-18	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.63	Self-supervised local learning rules learn the hidden hierarchical structure of high-dimensional data	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%
0.63	Probing for Representation Manifolds in Superposition	arxiv 2026-05-18	239_032 Progress in AI will continue as series of overlapping S-curves Elon Musk	AI	40%
0.63	Probing for Representation Manifolds in Superposition	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%
0.63	Prompt2Fingerprint: Plug-and-Play LLM Fingerprinting via Text-to-Weight Generation	arxiv 2026-05-18	AI_029 Blockchain provenance protocols will be increasingly applied to enterprise workflows to detect deepfakes and verify the authenticity of AI model outputs — positioning cryptographic content-authentication as a mandatory enterprise trust layer. Morgan Stanley	AI	57%
0.63	Generalized Functional ANOVA in Closed-Form: A Unified View of Additive Explanations	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%
0.63	Attacking the First-Principle: A Black-Box, Query-Free Targeted Mimicry Attack on Binary Function Classifiers	arxiv 2026-05-18	CYB_022 Supply-chain attacks targeting widely utilized open-source AI packages — exemplified by documented attacks on the LiteLLM framework — represent extreme systemic risk: a single compromised foundational code repository instantly and autonomously infects ... Alex Wissner-Gross	AI	76%
0.63	Are Sparse Autoencoder Benchmarks Reliable?	arxiv 2026-05-18	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	Long-horizon prediction of three-dimensional wall-bounded turbulence with CTA-Swin-UNet and resolvent analysis	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%
0.63	SNLP: Layer-Parallel Inference via Structured Newton Corrections	arxiv 2026-05-18	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.63	Training Infinitely Deep and Wide Transformers	arxiv 2026-05-17	229_042 Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task. Brett Adcock	AI	40%
0.63	Training Infinitely Deep and Wide Transformers	arxiv 2026-05-17	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.63	When a Zero-Shooter Cheats: Improving Age Estimation via Activation Steering	arxiv 2026-05-17	232_008 Real-time AI video generation will break any video/voice-based security mechanisms. Ben Horowitz	AI	46%
0.63	anthropics/anthropic-sdk-python v0.103.1	github_release 2026-05-19	247_060 Anthropic will win over OpenAI via better/smarter AI regardless of installed base Dave Blundin	AI	50%
0.63	Will Bitcoin reach $80,000 on May 30?(market prob: 0%)	polymarket 2026-05-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will Alphabet be the third-largest company in the world by market cap on May 31?(market prob: 0%)	polymarket 2026-04-16	235_016 SpaceX IPO anticipated potentially as early as next month (April 2026). Peter Diamandis	Space	31%
0.63	Daily Coinflip(market prob: 51%)	manifold 2026-05-30	TK04 Macro Recession 2026-27 (Structural Deleveraging)	—	25%
0.63	Will the Internet Computer Protocol token/coin (ICP) reach $3.50 by end of June 30, 2026?(market prob: 40%)	manifold 2026-05-29	SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore	Semis/Markets	63%
0.63	Will 200 or more ships cross the straight of Hormuz in a day in 2026?(market prob: 47%)	manifold 2026-05-27	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Will "Implications Of Predicting The Next Token" make the top fifty posts in LessWrong's 2026 Annual Review?(market prob: 11%)	manifold 2026-05-27	248_022 Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings. Alex Wissner-Gross	Markets/Stocks	42%
0.63	Will "Implications Of Predicting The Next Token" make the top fifty posts in LessWrong's 2026 Annual Review?(market prob: 11%)	manifold 2026-05-27	SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore	Semis/Markets	63%
0.63	Will Dogecoin reach 106% of its current price in the next 24 hours?(market prob: 6%)	manifold 2026-05-25	TK10 $100T Sovereign Debt Crisis	—	12%
0.63	In what year will there be 5000 emoji?	manifold 2026-05-24	241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis	Labor/Jobs	47%
0.63	Will "Fail safe(r) at alignment by channeling rewar..." make the top fifty posts in LessWrong's 2026 Annual Review?(market prob: 9%)	manifold 2026-05-24	235_005 AI capability will grow 100x this year in raw parameter count as lower bound. Dave Blundin	AI	49%
0.63	Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection	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%
0.63	No More K-means:Single-Stage Sparse Coding for Efficient Multi-Vector Retrieval	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%
0.63	PokerSkill: LLMs Can Play Expert-Level Poker without Training or Solvers	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%
0.63	Domain-Specific Data Synthesis for LLMs via Minimal Sufficient Representation Learning	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%
0.63	KairosAgent: Agentic Time Series Forecasting with Fused Semantic Reasoning	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%
0.63	Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate	arxiv 2026-05-28	AI_036 Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell... Leopold Aschenbrenner	AI	49%
0.63	PRAIB: Peer Review AI Benchmark of Behaviour of LLM-Assisted Reviewing	arxiv 2026-05-28	238_025 AI computer-use benchmarks (OSWorld, Tbench) have broken through human level Emad Mostaque	AI	45%
0.63	EviLink: Multi-Path Schema Linking with Uncertainty-Guided Evidence Acquisition for Large-Scale Text-to-SQL	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%
0.63	SCOPE: A Lightweight-training LLM Framework for Air Traffic Control Readback Monitoring	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%
0.63	MarginGate: Sparse Margin-Triggered Verification for Batch-Invariant LLM Inference	arxiv 2026-05-28	CMQ_058 Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency. Alex Finn	AI/Compute	59%
0.63	Q-ANCHOR: Federated Quantum Learning with ZNE-guided Correction	arxiv 2026-05-28	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.63	TraceCodec: A Compiler-Backed Neural Codec for Stateful Multi-Flow Network Traffic Traces	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%
0.63	CRB-Guided Framework Design and Resource Allocation for Indoor mmWave ISCC Systems	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%
0.63	On-Policy Replay for Continual Supervised Fine-Tuning	arxiv 2026-05-28	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model Merging	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%
0.63	Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model Merging	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%
0.63	Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference	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%
0.63	Information-Directed Offline-to-Online Reinforcement Learning	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%
0.63	Implicit Identity Technologies for LLMs: Fingerprinting and Watermarking across Datasets, Models, and Generated Content	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%
0.63	SEAL: Can Saturated Benchmarks Be Revived by LLM-as-a-Meta-Judge?	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%
0.63	Adaptive Targeted Dynamic Chunking for Tokenization-Free Hierarchical Model	arxiv 2026-05-28	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	UniSteer: Text-Guided Flow Matching in Activation Space for Versatile LLM Steering	arxiv 2026-05-28	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%
0.63	Beyond English and Evasion: A Human-Annotated Multi-Domain Benchmark for High-Stakes LLM Safety Evaluation in Chinese	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%
0.63	Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering	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%
0.63	FinGuard: Detecting Financial Regulatory Non-Compliance in LLM Interactions	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%
0.63	Rethinking Stepwise Model Routing: A Cost-Efficient Table Reasoning Perspective	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%
0.63	Wait! There's a Way Out: A Decision Mechanism for Forecasting Conversational Derailment	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%