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Sim	Doc	Source	Pred	Domain	Prior
0.63	Training Dynamics of Neural Software Defect Predictors under Coupled Data-Quality Issues	arxiv 2026-06-23	SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross	AI/Software	56%
0.63	Security and Privacy in Retrieval-Augmented Generation: Architectures, Threats, Defenses, and Future Directions for Building Trustworthy Systems	arxiv 2026-06-24	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%
0.63	StairMaster: Learning to Conquer Risky Hollow Stairs for Agile Quadrupedal Robots	arxiv 2026-06-24	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.63	Learning Asynchronous Upper-body Task-space Trajectory Tracking Policy for Humanoid Robots	arxiv 2026-06-24	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	Learning to Adapt: Reptile-D-Learning for Robust and Efficient Control Under Parametric Uncertainty	arxiv 2026-06-24	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	ARTOO-DARTU: Studying AR-HRC With AR Obstruction Mitigation During a Warehouse Task	arxiv 2026-06-23	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	FDA ANDA075929: BUTALBITAL, ACETAMINOPHEN, CAFFEINE AND CODEINE PHOSPHATE (ACETAMINOPHEN) — PHARMOBEDIENT	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	FDA ANDA074736: NALOXONE HYDROCHLORIDE AND PENTAZOCINE HYDROCHLORIDE (NALOXONE HYDROCHLORIDE) — WATSON LABS	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	FDA ANDA213906: LEVORPHANOL TARTRATE (LEVORPHANOL TARTRATE) — SUN PHARM INDS INC	fda 2026-06-18	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.63	Cap FDV above $150M one day after launch?(market prob: 99%)	polymarket 2026-02-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	Will a commenter post a link to a video showing Micah Lasher doing a magic trick?(market prob: 13%)	manifold 2026-06-25	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%
0.63	EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting	arxiv 2026-06-25	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	Inherited Circuits, Learned Semantics: How Fine-Tuning Creates Evasion Vulnerabilities Invisible to Standard Evaluation	arxiv 2026-06-25	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	Scaling Multi-Reference Image Generation with Dynamic Reward Optimization	arxiv 2026-06-25	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	TGHE: Template-based Graph Homomorphic Encryption for Privacy-Preserving GNN Inference in Edge-Cloud Systems	arxiv 2026-06-25	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	EvoOptiGraph: Weakness-Driven Coevolution via Graph-Based Structural Generation for Optimization Modeling	arxiv 2026-06-25	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	Localizing RL-Induced Tool Use to a Single Crosscoder Feature	arxiv 2026-06-25	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	What We are Missing in Multimodal LLM Evaluation?	arxiv 2026-06-24	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	Accelerating Skill Assessment in Chess: A Drift-Diffusion-Enhanced Elo Rating System	arxiv 2026-06-24	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	Hallucination in World Models is Predictable and Preventable	arxiv 2026-06-25	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	DMuon: Efficient Distributed Muon Training with Near-Adam Overhead	arxiv 2026-06-25	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	HyperDFlash: MHC-Aligned Block Speculative Decoding with Gated Residual Reduction	arxiv 2026-06-25	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	Finding the Time to Think: Learning Planning Budgets in Real-Time RL	arxiv 2026-06-24	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting	arxiv 2026-06-24	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	Fast LeWorldModel	arxiv 2026-06-24	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	OPID: On-Policy Skill Distillation for Agentic Reinforcement Learning	arxiv 2026-06-25	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	Humanoid-DART: Humanoid Loco-Manipulation using Diffusion-guided Augmentation through Relabeling and Tracking	arxiv 2026-06-25	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	RoboTales: ROBOTic Anthropomorphic LEarning Systems	arxiv 2026-06-24	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	OmniContact: Chaining Meta-Skills via Contact Flow for Generalizable Humanoid Loco-Manipulation	arxiv 2026-06-24	CMQ_055 Multimodal voice recognition powered by generative AI will serve as the default user interface for humanoid physical workers — speak instructions, robot executes. Brett Adcock	Robotics	29%
0.63	RigPI: Dynamic Parameter Identification of Rigid Body via VLM-Seeded Differentiable Simulation	arxiv 2026-06-23	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	Will France reach the Quarterfinals at the 2026 FIFA World Cup?(market prob: 92%)	polymarket 2026-06-02	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Bitcoin Up or Down on June 28?(market prob: 23%)	polymarket 2026-06-26	CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor	Crypto	20%
0.63	Will the price of Bitcoin be above $60,000 on June 28?(market prob: 60%)	polymarket 2026-06-21	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Apple source memory chips from a Chinese supplier before 2028?(market prob: 65%)	manifold 2026-06-27	241_027 China will win low-end robotic hardware race Eric Schmidt	Robotics	49%
0.63	Will I work 9/9/6 for the rest of 2026?(market prob: 27%)	manifold 2026-06-29	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	Fable reenabled for Europeans before the first of August 2026?(market prob: 99%)	manifold 2026-06-29	CMQ_004 AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027. Dario Amodei	AI	28%
0.63	Will Morocco reach the 2026 FIFA World Cup final?(market prob: 8%)	polymarket 2026-04-24	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Over $1M committed to the Laso Finance public sale?(market prob: 100%)	polymarket 2026-06-23	247_003 Settlement will include granting equity stake on OpenAI cap table for Elon in ultimate IPO Alex Wissner-Gross	AI	35%
0.63	Will Fable remain at the top of the coding ranking?(market prob: 38%)	manifold 2026-06-30	239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk	AI	40%
0.63	Can LLMs Rank? A Tale of Triads and Triage	arxiv 2026-06-29	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	Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation	arxiv 2026-06-29	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	DRIFT: Difficulty Routing Self-DIstillation with Rhythm-Gated Exploration and Success BuFfer Training	arxiv 2026-06-29	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	Sequential Fairness Auditing with Limited Output Access	arxiv 2026-06-29	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%
0.63	Forewarned is Forearmed: When Non-Sequential Embedding Turns Into an Anomaly Detector	arxiv 2026-06-29	238_071 Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs Alex Wissner-Gross	AI	35%
0.63	Hyper-Network Neural Functional Maps for Unsupervised Robust 3D Shape Matching	arxiv 2026-06-29	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	Temporal Feature Extractors in EEG Foundation Models: A Controlled Comparison Including a Pretrained Time-Series Model	arxiv 2026-06-29	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	Be Faithful When Response: Returning Fluent and Grounded Answers for Vision-Language Models Reinforcement Learning	arxiv 2026-06-29	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	Pondering the Way: Spatial-perceiving World Action Model for Embodied Navigation	arxiv 2026-06-29	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	Mandol: An Agglomerative Agent Memory System for Long-Term Conversations	arxiv 2026-06-29	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%
0.63	From Trait to Behavior: A Cognitive-Affective Personality System (CAPS) Perspective on Multi-Homing Intention in AIGC Platforms	arxiv 2026-06-29	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	GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots	arxiv 2026-06-29	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%
0.63	Sample-Efficient Learning of Probabilistic Causes for Reachability in Markov Decision Processes with Probabilistic Guarantees	arxiv 2026-06-29	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	Convergence of Continual Learning in Homogeneous Deep Networks	arxiv 2026-06-29	239_032 Progress in AI will continue as series of overlapping S-curves Elon Musk	AI	40%
0.63	Convergence of Continual Learning in Homogeneous Deep Networks	arxiv 2026-06-29	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	Extrapolating from Regularised Solutions for Solving Ill-Conditioned Linear Systems in Machine Learning	arxiv 2026-06-29	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	Extrapolating from Regularised Solutions for Solving Ill-Conditioned Linear Systems in Machine Learning	arxiv 2026-06-29	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	Predictive Objectives Discard Exogenous Control-Relevant Features: A Controlled Mechanistic Study	arxiv 2026-06-29	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%
0.63	Same Concept, Different Directions: Cross-Modal Feature Heterogeneity in Sparse Autoencoders	arxiv 2026-06-29	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	The Forgetting-Retention Dilemma: Certified Unlearning Theory in Continual Learning	arxiv 2026-06-29	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	Learning as Observable Matrix Dynamics: Diffusive Relaxations versus Phase Transitions	arxiv 2026-06-29	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.63	The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning	arxiv 2026-06-28	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.63	Adaptive Financial Transformer with Regime-Gated Attention for Stock Return Prediction	arxiv 2026-06-28	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	Two kinds of robustness are not the same: disentangling fault tolerance and low-SNR robustness in multi-domain event detection on real data	arxiv 2026-06-28	FUT_003 Superforecaster consensus assigns 0.38% probability to AI-driven human extinction by 2100 vs domain-expert consensus of 3% — ~8x discrepancy per XPT 2022 adversarial collaboration tournament (89 superforecasters + 80 domain experts). Superforecasters m... Superforecaster Community	AI	100%
0.63	Information Dynamics of Language Communication	arxiv 2026-06-29	230_029 Cognition is becoming a commodity — intelligence will flow like oil. Alex Wissner-Gross	AI	43%
0.63	Information Dynamics of Language Communication	arxiv 2026-06-29	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.63	IHDec: Divergence-Steered Contrastive Decoding for Securing Multi-Turn Instruction Hierarchies	arxiv 2026-06-29	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%
0.63	LatentRevise: Learning from Zero-Hit Reasoning	arxiv 2026-06-29	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	KbSD: Knowledge Boundary aware Self-Distillation for Behavioral Calibration in Agentic Search	arxiv 2026-06-29	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	MAM-AI: An On-Device Medical Retrieval-Augmented Generation System for Nurses and Midwives in Zanzibar	arxiv 2026-06-28	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	Training Vision-Language-Action Models with Dense Embodied Chain-of-Thought Supervision	arxiv 2026-06-29	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	ActiveVital: Geometry-Aware Embodied Vital Signs Monitoring for Home Healthcare Robots	arxiv 2026-06-29	S_HUMANOID_CONSUMER_2030 Humanoid R3: 1M+ consumer by Nov 2030	humanoid_deployment	20%
0.63	TacEvo: Self-Evolving Architecture Discovery for Robotic Tactile Perception via LLM-Driven Quality-Diversity Search	arxiv 2026-06-29	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.63	RoamFlow: Reinforcement-Aligned One-Step Action MeanFlow Policy for Image-Goal Navigation	arxiv 2026-06-29	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	Real-Time Compliance and Position Control of a Hyper-redundant Soft Robotic Arm	arxiv 2026-06-29	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	CORE Planner: Contextual-memory Oriented Reinforcement-learning in Unknown Environments for Robot Navigation	arxiv 2026-06-28	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%
0.63	Behavior Uncloning: Distilling Mode Redirection into Policy Weights without Inference-Time Steering	arxiv 2026-06-28	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	Infrared Safety from ZX-Diagrams: A Categorical Proof of Soft-QED as Open Quantum System	arxiv 2026-06-29	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.63	Will the price of Bitcoin be above $56,000 on July 2?(market prob: 99%)	polymarket 2026-06-25	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.63	Will Paraguay reach the Semifinals at the 2026 FIFA World Cup?(market prob: 4%)	polymarket 2026-06-02	S_MARS_2026 Mars uncrewed: 2026 transfer window	mars_uncrewed_landing	25%
0.63	Over $15M committed to the Laso Finance public sale?(market prob: 100%)	polymarket 2026-06-23	247_003 Settlement will include granting equity stake on OpenAI cap table for Elon in ultimate IPO Alex Wissner-Gross	AI	35%
0.63	Will this market trade yes or no?(market prob: 67%)	manifold 2026-06-30	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.63	LATTICE SEMICONDUCTOR CORP (LSCC) (CIK 0000855658)	edgar_8k 2026-06-30	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	LATTICE SEMICONDUCTOR CORP (LSCC) (CIK 0000855658)	edgar_8k 2026-06-30	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	Introspective Coupling: Self-Explanation Training Tracks Behavioral Change Despite Fixed Supervision	arxiv 2026-06-30	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	PolicyGuard: From Organizational Policies to Neuro-SymbolicCompliance Review Engines	arxiv 2026-06-30	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	Interface-Aware Neural Newton Preconditioning for Robust Cohesive Zone Model Simulations	arxiv 2026-06-30	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	Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers	arxiv 2026-06-30	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.63	Is Natural Always Appropriate? Investigating Naturalness and Appropriateness Across Different Domains for TTS Evaluation	arxiv 2026-06-30	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	On Optimal Data Splitting for Split Conformal Prediction	arxiv 2026-06-30	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.63	Modality-Driven Search with Holistic Trace Judging for ARC-AGI-2	arxiv 2026-06-30	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	Surprise as a Signal for Plasticity and Metacognition	arxiv 2026-06-30	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	Probe Choice Changes Canary-Memorization Verdicts: Three Post-Hoc Disagreement Case Studies in a Text-Dominant LoRA-Tuned Autoregressive Testbed	arxiv 2026-06-30	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	PPT-Eval: A Benchmark for Computer-Use Agents on PowerPoint Tasks	arxiv 2026-06-30	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	Fora: From Weight-Space to Function-Space Protection in Capability-Preserving Fine-Tuning	arxiv 2026-06-30	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	Will Glenn Youngkin win the 2028 US Presidential Election?(market prob: 1%)	polymarket 2025-07-08	234_035 Massive social unrest will come before the next US presidential election Dave Blundin	Geopolitics	50%
0.63	Will Microsoft be the largest company in the world by market cap on April 30?(market prob: 0%)	polymarket 2026-03-02	230_010 Mega-cap AI companies will reach trillion to 10-trillion+ valuations but have to stop somewhere due to antitrust. Dave Blundin	Markets/Stocks	47%
0.63	Will Jon Stewart win the 2028 Democratic presidential nomination?(market prob: 3%)	polymarket 2025-07-03	236_012 An independent candidate will get outsized support in 2028 despite attacks Andrew Yang	Geopolitics	51%
0.63	Will Ethereum reach $2,800 in April?(market prob: 0%)	polymarket 2026-04-02	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	41%
0.63	Will Tesla be the largest company in the world by market cap on June 30?(market prob: 0%)	polymarket 2025-10-10	246_010 SpaceX/XAI/Tesla will be the first $100 trillion company within 5 years. Peter Diamandis	Markets/Stocks	43%
0.63	S&P 500 close this week	manifold 2026-04-29	TK10 $100T Sovereign Debt Crisis	—	12%