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Sim	Doc	Source	Pred	Domain	Prior
0.64	Will Gretchen Whitmer win the 2028 Democratic presidential nomination?(market prob: 1%)	polymarket 2025-07-03	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.64	Will Bitcoin reach $100,000 in May?(market prob: 1%)	polymarket 2026-05-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will WTI Crude Oil (WTI) hit (HIGH) $105 in May?(market prob: 85%)	polymarket 2026-05-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $84,000 on May 4?(market prob: 0%)	polymarket 2026-04-27	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will SpaceX Plan a booster catch on Flight 12?(market prob: 17%)	manifold 2026-05-05	ROB_023 SpaceX expects approximately 140-145 Falcon 9 launches in 2026 — maintaining the infrastructural backbone required to deploy advanced AI systems into orbit; SpaceX aims to place AI directly on the Moon by 2026. Gwynne Shotwell	Space	58%
0.64	FDA ANDA079099: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD	fda 2026-04-17	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	FDA ANDA206252: QUETIAPINE FUMARATE (QUETIAPINE FUMARATE) — ACCORD HLTHCARE	fda 2026-04-22	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	FDA ANDA220147: TOLVAPTAN (TOLVAPTAN) — ALKEM LABS LTD	fda 2026-04-21	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	openai/openai-python v2.29.0	github_release 2026-03-17	234_017 OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks OpenAI Codex Lead	AI	41%
0.64	anthropics/anthropic-sdk-python v0.91.0	github_release 2026-04-07	240_020 New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI Dave Blundin	AI	46%
0.64	huggingface/transformers v5.1.0	github_release 2026-02-05	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	huggingface/transformers v5.0.0	github_release 2026-01-26	240_015 Post-transformer architectures will make a 1000x cost reduction look like child's play Alex Wissner-Gross	AI	42%
0.64	tensorflow/tensorflow v2.17.0-rc0	github_release 2024-06-18	COD_TECH_001 A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps Codex Research Pack	Semis	50%
0.64	pytorch/pytorch v2.6.0	github_release 2025-01-29	240_021 Post-transformer architecture will be even more specialized than GPUs Alex Wissner-Gross	AI	35%
0.64	pytorch/pytorch v1.12.0	github_release 2022-06-28	CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang	Semis	83%
0.64	pytorch/pytorch v1.10.0	github_release 2021-10-21	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	Will the price of Bitcoin be above $86,000 on May 7?(market prob: 0%)	polymarket 2026-04-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $76,000 on May 7?(market prob: 100%)	polymarket 2026-04-30	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will Ethereum reach $2,450 on May 6?(market prob: 2%)	polymarket 2026-05-06	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 $78,000 on May 7?(market prob: 99%)	polymarket 2026-04-30	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	AniMatrix: An Anime Video Generation Model that Thinks in Art, Not Physics	arxiv 2026-05-05	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.64	Disentangling Shared and Task-Specific Representations from Multi-Modal Clinical Data	arxiv 2026-05-05	229_042 Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task. Brett Adcock	AI	40%
0.64	CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification	arxiv 2026-05-05	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	U-Define: Designing User Workflows for Hard and Soft Constraints in LLM-Based Planning	arxiv 2026-05-04	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.64	Mitigating Misalignment Contagion by Steering with Implicit Traits	arxiv 2026-05-04	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	The Design and Composition of Structural Causal Decision Processes	arxiv 2026-05-04	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%
0.64	Complex Equation Learner: Rational Symbolic Regression with Gradient Descent in Complex Domain	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%
0.64	A Domain Incremental Continual Learning Benchmark for ICU Time Series Model Transportability	arxiv 2026-05-05	248_028 Personalized AI-designed medicine stories will repeat until it's n=10 billion. Alex Wissner-Gross	Biotech/Longevity	42%
0.64	Most ReLU Networks Admit Identifiable Parameters	arxiv 2026-05-05	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.64	A-CODE: Fully Atomic Protein Co-Design with Unified Multimodal Diffusion	arxiv 2026-05-05	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.64	Multi-fidelity surrogates for mechanics of composites: from co-kriging to multi-fidelity neural networks	arxiv 2026-05-04	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	Adaptive Interpolation-Synthesis for Motion In-Betweening on Keyframe-Based Animation	arxiv 2026-05-04	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	Gradient-Gated DPO: Stabilizing Preference Optimization in Language Models	arxiv 2026-05-04	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.64	Representation learning from OCT images	arxiv 2026-05-04	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	A Comprehensive Analysis of Tokenization and Self-Supervised Learning in End-to-End Automatic Speech Recognition applied on French Language	arxiv 2026-05-05	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	An ERP Study of Recursive Possessive Parsing in ASD Children and Its Cognitive Neuro Mechanisms	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%
0.64	When to Think, When to Speak: Learning Disclosure Policies for LLM Reasoning	arxiv 2026-05-05	CYB_005 'Memory becomes the moat' — by 2026, the global discourse around 'AI safety' will effectively transition into highly politicized debates over 'memory policy'. Whichever entity controls the contextual history and relational memory of human-AI interactio... Ray Kurzweil	AI	30%
0.64	Task-Aware Scanning Parameter Configuration for Robotic Inspection Using Vision Language Embeddings and Hyperdimensional Computing	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%
0.64	Learning Reactive Dexterous Grasping via Hierarchical Task-Space RL Planning and Joint-Space QP Control	arxiv 2026-05-05	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	AnchorD: Metric Grounding of Monocular Depth Using Factor Graphs	arxiv 2026-05-04	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.64	Feedback Motion Planning for Stochastic Nonlinear Systems with Signal Temporal Logic Specifications	arxiv 2026-05-04	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	Exact Higher-Order Derivatives for SE(3) via Analytical/AD Methods	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%
0.64	FDA ANDA210480: LENALIDOMIDE (LENALIDOMIDE) — ALVOGEN	fda 2026-04-27	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.64	FDA ANDA210154: LENALIDOMIDE (LENALIDOMIDE) — ZYDUS PHARMS	fda 2026-04-27	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.64	openai/openai-python v2.35.0	github_release 2026-05-06	241_037 Chinese AI strategy will stay open source / open weights Eric Schmidt	AI	49%
0.64	Will the price of Bitcoin be above $74,000 on May 8?(market prob: 100%)	polymarket 2026-05-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Will Donald Trump win the 2028 US Presidential Election?(market prob: 2%)	polymarket 2025-07-08	COD_SPC_002 The next US crewed lunar surface landing occurs on Artemis IV in 2028 Codex Research Pack	Space	22%
0.64	Will the price of Bitcoin be above $82,000 on May 8?(market prob: 5%)	polymarket 2026-05-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Hantavirus Pandemic 2026-2027?(market prob: 6%)	manifold 2026-05-07	236_047 New emotional pandemic of fear and anger coming Peter Diamandis	Macro/Economy	55%
0.64	Will Claude replace Grok on X in 2026?(market prob: 9%)	manifold 2026-05-07	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.64	Unintended Negative Impacts of Promotional Language in Patent Evaluation	arxiv 2026-05-06	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	facebookresearch/habitat-lab v0.3.0	github_release 2023-10-20	237_022 Alex Finn plans to build an autonomous closed-loop organization where agents research, validate, code and deploy value on the web in coming years. Alex Finn	AI	44%
0.64	facebookresearch/habitat-lab v0.2.1	github_release 2021-06-30	229_046 Current Figure robots have 3-5x headroom in speed via existing actuators once software enables it. Brett Adcock	Robotics	28%
0.64	facebookresearch/faiss v1.12.0	github_release 2025-08-12	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%
0.64	facebookresearch/balance 0.16.0	github_release 2026-02-09	241_037 Chinese AI strategy will stay open source / open weights Eric Schmidt	AI	49%
0.64	Will the price of Bitcoin be above $82,000 on May 9?(market prob: 4%)	polymarket 2026-05-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $86,000 on May 9?(market prob: 0%)	polymarket 2026-05-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $72,000 on May 9?(market prob: 100%)	polymarket 2026-05-02	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 9?(market prob: 100%)	polymarket 2026-05-02	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.64	Directional Consistency as a Complementary Optimization Signal: The GONO Framework	arxiv 2026-05-07	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.64	Topological Signatures of Grokking	arxiv 2026-05-07	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%
0.64	TIDE: Every Layer Knows the Token Beneath the Context	arxiv 2026-05-07	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	Contrastive Identification and Generation in the Limit	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%
0.64	Super-Level-Set Regression: Conditional Quantiles via Volume Minimization	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%
0.64	Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex	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%
0.64	Schedule-and-Calibrate: Utility-Guided Multi-Task Reinforcement Learning for Code LLMs	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%
0.64	Towards Reliable LLM Evaluation: Correcting the Winner's Curse in Adaptive Benchmarking	arxiv 2026-05-07	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%
0.64	Detecting AI-Generated Videos with Spiking Neural Networks	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%
0.64	XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction	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%
0.64	Crafting Reversible SFT Behaviors in Large Language Models	arxiv 2026-05-07	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.64	Invariant-Based Diagnostics for Graph Benchmarks	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%
0.64	SMolLM: Small Language Models Learn Small Molecular Grammar	arxiv 2026-05-07	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.64	Perceive, Route and Modulate: Dynamic Pattern Recalibration for Time Series Forecasting	arxiv 2026-05-07	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.64	AffineLens: Capturing the Continuous Piecewise Affine Functions of Neural Networks	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%
0.64	Teaching LLMs Program Semantics via Symbolic Execution Traces	arxiv 2026-05-07	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	Knowing but Not Correcting: Routine Task Requests Suppress Factual Correction in LLMs	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%
0.64	Knowing but Not Correcting: Routine Task Requests Suppress Factual Correction in LLMs	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%
0.64	Evaluation Awareness in Language Models Has Limited Effect on Behaviour	arxiv 2026-05-07	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%
0.64	BioTool: A Comprehensive Tool-Calling Dataset for Enhancing Biomedical Capabilities of Large Language Models	arxiv 2026-05-07	IND_005 Convergence of computational biology + AI-driven data modeling + CRISPR gene editing enables bringing back extinct species — Form Bio platform (spun out 2022) enables successful resurrection of woolly mammoth and Tasmanian tiger within the decade (by ~... Ben Lamm	Biotech/Longevity	33%
0.64	One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue	arxiv 2026-05-07	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.64	Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration	arxiv 2026-05-07	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	Contact-Free Grasp Stability Prediction with In-Hand Time-of-Flight Sensors	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%
0.64	Contact-Free Grasp Stability Prediction with In-Hand Time-of-Flight Sensors	arxiv 2026-05-06	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.64	3D Printing of Passively Actuated Self-Folding Robots with Integrated Functional Modules	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%
0.64	Dream-MPC: Gradient-Based Model Predictive Control with Latent Imagination	arxiv 2026-05-06	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	Will the price of Bitcoin be above $86,000 on May 10?(market prob: 0%)	polymarket 2026-05-03	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 $84,000 on May 10?(market prob: 1%)	polymarket 2026-05-03	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 $78,000 on May 11?(market prob: 97%)	polymarket 2026-05-04	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will Bitcoin dip to $80,000 on May 10?(market prob: 28%)	polymarket 2026-05-10	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 11?(market prob: 18%)	polymarket 2026-05-04	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 (HIGH) $105 in May?(market prob: 79%)	polymarket 2026-05-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will Ethereum reach $2,500 on May 11?(market prob: 1%)	polymarket 2026-05-11	242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets	Markets/Stocks	45%
0.64	Will Elon Musk say the word “misanthropic” again before the end of 2027?(market prob: 42%)	manifold 2026-05-06	234_040 Elon predicts FSD and Starlink may reverse urbanization in America Elon Musk	Real Estate	32%
0.64	Will Elon Musk say the word “misanthropic” again before the end of 2027?(market prob: 42%)	manifold 2026-05-06	247_007 Anthropic ARR will reach $1 trillion by end of 2027 Peter Diamandis	AI	50%
0.64	Will the price of Bitcoin be above $86,000 on May 13?(market prob: 0%)	polymarket 2026-05-06	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 $78,000 on May 13?(market prob: 97%)	polymarket 2026-05-06	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $76,000 on May 13?(market prob: 100%)	polymarket 2026-05-06	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $72,000 on May 14?(market prob: 100%)	polymarket 2026-05-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $82,000 on May 14?(market prob: 3%)	polymarket 2026-05-07	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 $82,000 on May 14?(market prob: 3%)	polymarket 2026-05-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will the price of Bitcoin be above $74,000 on May 14?(market prob: 100%)	polymarket 2026-05-07	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 14?(market prob: 0%)	polymarket 2026-05-07	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Will The Gameoverse Pilot reach 25 million views by the end of June?(market prob: 37%)	manifold 2026-05-12	238_005 By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free Alex Wissner-Gross	AI	39%
0.64	Solve the Loop: Attractor Models for Language and Reasoning	arxiv 2026-05-12	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	Enabling AI-Native Mobility in 6G: A Real-World Dataset for Handover, Beam Management, and Timing Advance	arxiv 2026-05-12	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	Agent-Based Post-Hoc Correction of Agricultural Yield Forecasts	arxiv 2026-05-12	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%
0.64	Stochastic Minimum-Cost Reach-Avoid Reinforcement Learning	arxiv 2026-05-12	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%
0.64	Stop Marginalizing My Dreams: Model Inversion via Laplace Kernel for Continual Learning	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	Decomposing the Generalization Gap in PROTAC Activity Prediction: Variance Attribution and the Inter-Laboratory Ceiling	arxiv 2026-05-12	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	Persona-Conditioned Adversarial Prompting: Multi-Identity Red-Teaming for Adversarial Discovery and Mitigation	arxiv 2026-05-12	CYB_024 The combination of generative AI and advanced synthetic biology is actively creating a 'ChatGPT moment' for genetic engineering — historical barriers to designing advanced, highly lethal pathogens drop precipitously; necessitating new national-security... Eric Schmidt	Defense	17%
0.64	Will code vulnerabilities (CVE records) more then double in 2026?(market prob: 27%)	manifold 2026-05-13	248_012 AI incidents documented harms will go up way higher beyond the already-reported rise. Dave Blundin	AI	50%
0.64	Negation Neglect: When models fail to learn negations in training	arxiv 2026-05-13	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	MinT: Managed Infrastructure for Training and Serving Millions of LLMs	arxiv 2026-05-13	TK01 AGI Capability Plateau (2026-27 Training Stall)	—	15%
0.64	Dense vs Sparse Pretraining at Tiny Scale: Active-Parameter vs Total-Parameter Matching	arxiv 2026-05-13	238_071 Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs Alex Wissner-Gross	AI	35%
0.64	Min Generalized Sliced Gromov Wasserstein: A Scalable Path to Gromov Wasserstein	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%
0.64	Deep Learning as Neural Low-Degree Filtering: A Spectral Theory of Hierarchical Feature Learning	arxiv 2026-05-13	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%
0.64	Delightful Exploration	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%
0.64	EMO: Frustratingly Easy Progressive Training of Extendable MoE	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%
0.64	Understanding Generalization through Decision Pattern Shift	arxiv 2026-05-13	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%
0.64	Separating Shortcut Transition from Cross-Family OOD Failure in a Minimal Model	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	Will Ukraine recapture Crimean territory by June 30, 2026?(market prob: 1%)	polymarket 2025-09-23	241_036 No frontier AI company will emerge in Russia due to war Eric Schmidt	AI	51%
0.64	Will the price of Bitcoin be above $88,000 on May 16?(market prob: 0%)	polymarket 2026-05-09	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	Thinking Machines acquired by Apple before 2031?(market prob: 24%)	manifold 2026-05-15	238_041 Apple will eventually integrate highly competent private frontier models into its OS (when not if) Alex Wissner-Gross	AI	71%
0.64	Will Codex be announced to have hit 5M WAUs before June?(market prob: 41%)	manifold 2026-05-14	SPC_005 AST SpaceMobile (ASTS) will scale from $70.9M full-year 2025 revenue (guided $150M-$200M for 2026) to approximately $1 billion by 2027 — driven by direct-to-cell satellite technology commercialization. Morgan Stanley	Markets/Stocks	56%
0.64	Will the Shiller P/E Ratio exceed 50 by Jan 1, 2030?(market prob: 58%)	manifold 2026-05-14	242_023 World will have 10x more wealth around 2034-2036 Dave Blundin	Macro/Economy	34%
0.64	Globalstar, Inc. (GSAT) (CIK 0001366868)	edgar_8k 2026-05-15	248_001 Apple will soon pit Amazon (Global Star) against SpaceX Starlink as dual satellite vendors. Alex Wissner-Gross	Space	42%
0.64	DeepTokenEEG Enhancing Mild Cognitive Impairment and Alzheimers Classification via Tokenized EEG Features	arxiv 2026-05-14	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%
0.64	InfoSFT: Learn More and Forget Less with Information-Aware Token Weighting	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%
0.64	Slot-MPC: Goal-Conditioned Model Predictive Control with Object-Centric Representations	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	TILBench: A Systematic Benchmark for Tabular Imbalanced Learning Across Data Regimes	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	Critic-Driven Voronoi-Quantization for Distilling Deep RL Policies to Explainable Models	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	Peng's Q($λ$) for Conservative Value Estimation in Offline Reinforcement Learning	arxiv 2026-05-14	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.64	Peng's Q($λ$) for Conservative Value Estimation in Offline Reinforcement Learning	arxiv 2026-05-14	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%
0.64	BioHuman: Learning Biomechanical Human Representations from Video	arxiv 2026-05-14	CMQ_050 Physical embodied AI represents the 'Fourth Wave' of AI development — projected to scale rapidly and commercially between 2025-2030. Industry analysts (synthesis)	Robotics	41%
0.64	Spontaneous symmetry breaking and Goldstone modes for deep information propagation	arxiv 2026-05-14	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%
0.64	Let Robots Feel Your Touch: Visuo-Tactile Cortical Alignment for Embodied Mirror Resonance	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%
0.64	Discovering Physical Directions in Weight Space: Composing Neural PDE Experts	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%
0.64	Fully Dynamic Rebalancing in Dockless Bike-Sharing Systems via Deep Reinforcement Learning	arxiv 2026-05-14	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%
0.64	Data-Augmented Game Starts for Accelerating Self-Play Exploration in Imperfect Information Games	arxiv 2026-05-14	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	Data-Augmented Game Starts for Accelerating Self-Play Exploration in Imperfect Information Games	arxiv 2026-05-14	CYB_013 The most resilient corporate moats in agentic commerce will NOT be built on software logic but on proprietary 'data flywheels' — platforms aggregating unbiased real-time consumer-intent data via continuous streams from millions of interacting autonomou... Dave Blundin	Markets/Stocks	52%
0.64	Guided Diffusion Sampling for Precipitation Forecast Interventions	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	PreFT: Prefill-only finetuning for efficient inference	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	Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR)	arxiv 2026-05-13	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	FDA ANDA220078: VORICONAZOLE (VORICONAZOLE) — ZHEJIANG NOVUS	fda 2026-05-05	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.64	Will the price of Bitcoin be above $76,000 on May 18?(market prob: 96%)	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 $86,000 on May 18?(market prob: 0%)	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 Bitcoin dip to $74,000 May 11-17?(market prob: 1%)	polymarket 2026-05-11	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	How many countries will I visit this year? (2026)	manifold 2026-05-17	AI_002 Models matching the collective cognitive capacity of 'a country of geniuses in a datacenter' — acting simultaneously across all domains — could arrive as early as 2026 or 2027. Dario Amodei	AI	16%
0.64	“Will Elon Musk mention Dogecoin before June ends?”(market prob: 17%)	manifold 2026-05-17	237_010 In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC. Alex Finn	Crypto	43%
0.64	Will the May 2026 US CPI year-over-year reading come in above 2.8%?(market prob: 80%)	manifold 2026-05-16	238_047 US will add 86 GW of new grid capacity in 2026, 51% from solar Emad Mostaque	Energy	45%
0.64	Bitcoin Up or Down on May 19?(market prob: 76%)	polymarket 2026-05-17	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.64	Will Ethereum reach $2,600 in May?(market prob: 0%)	polymarket 2026-05-01	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.64	Will Donald Trump post 120-139 Truth Social posts from May 12 to May 19, 2026?(market prob: 0%)	polymarket 2026-05-09	238_061 Massive social unrest / trough in 2026-2027, rebound in 2028 Dave Blundin	Macro/Economy	50%
0.64	Will the price of Bitcoin be above $72,000 on May 19?(market prob: 100%)	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 the price of Ethereum be above $2,000 on May 19?(market prob: 98%)	polymarket 2026-05-12	242_007 Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value Prediction markets	Markets/Stocks	45%
0.64	Will there be a physical protest at YouTube headquarters before 2028?(market prob: 58%)	manifold 2026-05-16	238_061 Massive social unrest / trough in 2026-2027, rebound in 2028 Dave Blundin	Macro/Economy	50%
0.64	Will Kamala Harris win the 2028 US Presidential Election?(market prob: 6%)	polymarket 2025-07-08	COD_SPC_002 The next US crewed lunar surface landing occurs on Artemis IV in 2028 Codex Research Pack	Space	22%
0.64	Bitcoin Up or Down on May 20?(market prob: 69%)	polymarket 2026-05-18	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.64	Bitcoin Up or Down on May 20?(market prob: 69%)	polymarket 2026-05-18	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.64	KairosHope: A Next-Generation Time-Series Foundation Model for Specialized Classification via Dual-Memory Architecture	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	When Outcome Looks Right But Discipline Fails: Trace-Based Evaluation Under Hidden Competitor State	arxiv 2026-05-18	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	DiPRL: Learning Discrete Programmatic Policies via Architecture Entropy Regularization	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	Proximal basin hopping: global optimization with guarantees	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	Alignment Dynamics in LLM Fine-Tuning	arxiv 2026-05-18	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	Alignment Dynamics in LLM Fine-Tuning	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%
0.64	A Simplex Witness Certificate for Constant Collapse in Variational Autoencoders	arxiv 2026-05-18	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%
0.64	$\boldsymbol{f}$-OPD: Stabilizing Long-Horizon On-Policy Distillation with Freshness-Aware Control	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%
0.64	Will Bitcoin reach $80,000 in May?(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%
0.64	Will Bitcoin reach $75,000 in May?(market prob: 8%)	polymarket 2026-05-28	247_040 AI agents will invent their own currencies, won't stick with Bitcoin Alex Wissner-Gross	Crypto	26%
0.64	Will I hold a session at Less.Online 2026(market prob: 72%)	manifold 2026-05-30	241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis	Labor/Jobs	47%
0.64	Gobierno de Laura Fernández Delgado, Costa Rica 2026-2030	manifold 2026-05-27	AUT_012 True AGI arrives 2030-2035 (5-10 years from 2026) based on advanced 'world model systems' — current LLM architecture insufficient for generalized autonomy due to lack of temporal consistency and deep reasoning; world models inherently understand/simula... Demis Hassabis	AI	38%
0.64	Double digit USD inflation before 2028 election?(market prob: 37%)	manifold 2026-05-26	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.64	Hummingbird connectome by EOY2032(market prob: 31%)	manifold 2026-05-25	238_044 Mouse brain is 'next' for whole-brain emulation at Eon Systems Alex Wissner-Gross	Biotech/Longevity	32%
0.64	Wikipedia's article on xAi's successor to Grokipedia under title Encyclopedia Galactica by Christmas eve 2027?(market prob: 9%)	manifold 2026-05-25	239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk	AI	40%
0.64	Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning	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%
0.64	When Should Models Change Their Minds? Contextual Belief Management in Large Language Models	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	VLA-Trace: Diagnosing Vision-Language-Action Models through Representation and Behavior Tracing	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	Token Inflation: How Dishonest Providers Can Overcharge for Large Language Model Usage	arxiv 2026-05-28	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%
0.64	Test Time Training for Supervised Causal Learning	arxiv 2026-05-28	234_003 Within 1-2 years we will look back and wonder why training was centralized while inference was decentralized Alex Wissner-Gross	AI	38%
0.64	Test Time Training for Supervised Causal 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%
0.64	VisualThink-VLA: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies	arxiv 2026-05-28	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%
0.64	CRITIC-R1: Learning Structured Critics for Retrieval-Augmented Generation	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%
0.64	Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation	arxiv 2026-05-28	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%
0.64	HARP: Hadamard-Preconditioned Adaptive Rotation Processor for Extreme LLM Quantization	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%
0.64	SkillsInjector: Dynamic Skill Context Construction for LLM Agents	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%
0.64	TRACE: Toulmin-based Reasoning Assessment through Constructive Elements for LLM CoT Evaluation	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%
0.64	Opt-Verifier: Unleashing the Power of LLMs for Optimization Modeling via Dual-Side Verification	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	Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization	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%
0.64	DeepSurvey: Enhancing Analytical Depth and Citation Reliability in Automated Survey Generation	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	Mean-Field Diffuser: Scaling Offline MARL to Thousands of Agents	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%
0.64	Learning to Extrapolate to New Tasks: A Relational Approach to Task Extrapolation	arxiv 2026-05-28	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	Learning to Extrapolate to New Tasks: A Relational Approach to Task Extrapolation	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	Open Problem: Separating Geometric and Algorithmic Compression via Cayley-Table Completion	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%
0.64	Deep Optimal Individualized Treatment Rules for Bivariate Survival Outcomes via Adaptive Prediction-Powered 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%
0.64	TRACER: Persistent Regularization for Robust Multimodal Finetuning	arxiv 2026-05-28	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.64	BrahmicTokenizer-131K: An Indic-Capable Drop-In Replacement for o200k_base	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	NeuroEdge: Real-Time Hand Gesture Recognition with High-Density EMG Using Deep Learning at the Edge	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%
0.64	SkillBrew: Multi-Objective Curation of Skill Banks for 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%
0.64	Phase-Conditioned Imitation Learning with Autonomous Failure Recovery for Robust Deformable Object Manipulation	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%
0.64	CA-AC-MPC: CUDA-Accelerated Actor-Critic Model Predictive Control	arxiv 2026-05-27	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%