Validations Queue

83,930 candidate doc → node links pending adjudication. Each was auto-generated by cosine similarity ≥ 0.55 between document and prediction embeddings (bge-base-en-v1.5, 768-dim). Showing page 171 of 390, 200 rows by similarity. Adjudicating updates doc_node_links.reviewed=true with the chosen polarity, writes per-link rows to audit_log, and removes the row from this queue. Phase 4 inference will use confirmed corroborates/contradicts links as Bayesian evidence.

Pending (total)

83,930

Reviewed

Filtered

77,983

page 171 / 390

Showing on page

200

Filters

URL params control source + min-similarity threshold

Source

All (83930)arxiv (38637)codex_research_pack (134)edgar_8k (3091)fda (3580)gdelt (1218)github_release (3077)manifold (8920)polymarket (25273)

Page size

50 100 200 500

Bulk auto-confirm by similarity threshold

Confirm or label (corroborates / contradicts) all unreviewed links above a similarity threshold in one transaction. Each affected row writes a per-link audit_log entry. Capped at 1,000 links per call. Use Preview first.

Threshold:Source:Action:

Source0 selected · 0 visible

Bulk action

Sim	Doc	Source	Pred	Domain	Prior
0.62	Entropy-Regularized Adjoint Matching for Offline RL	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%
0.62	IRC-Bench: Recognizing Entities from Contextual Cues in First-Person Reminiscences	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%
0.62	Autoregressive Visual Generation Needs a Prologue	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%
0.62	VISD: Enhancing Video Reasoning via Structured Self-Distillation	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%
0.62	Towards Reliable LLM Evaluation: Correcting the Winner's Curse in Adaptive Benchmarking	arxiv 2026-05-07	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.62	Online Bayesian Calibration under Gradual and Abrupt System Changes	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%
0.62	FedFrozen: Two-Stage Federated Optimization via Attention Kernel Freezing	arxiv 2026-05-07	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%
0.62	ConquerNet: Convolution-Smoothed Quantile ReLU Neural Networks with Minimax Guarantees	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%
0.62	The Frequency Confound in Language-Model Surprisal and Metaphor Novelty	arxiv 2026-05-07	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%
0.62	GATHER: Convergence-Centric Hyper-Entity Retrieval for Zero-Shot Cell-Type Annotation	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%
0.62	SEQUOR: A Multi-Turn Benchmark for Realistic Constraint Following	arxiv 2026-05-07	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%
0.62	RVPO: Risk-Sensitive Alignment via Variance Regularization	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%
0.62	XL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivity	arxiv 2026-05-07	238_025 AI computer-use benchmarks (OSWorld, Tbench) have broken through human level Emad Mostaque	AI	45%
0.62	Agentic Retrieval-Augmented Generation for Financial Document Question Answering	arxiv 2026-05-06	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%
0.62	Leveraging Image Generators to Address Training Data Scarcity: The Gen4Regen Dataset for Forest Regeneration Mapping	arxiv 2026-05-07	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%
0.62	Real-world Latency Analysis of Vehicular Visible Light Communication with Multiple LED Transmitters and an Event-Based Camera	arxiv 2026-05-07	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%
0.62	Contact-Free Grasp Stability Prediction with In-Hand Time-of-Flight Sensors	arxiv 2026-05-06	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%
0.62	ConsisVLA-4D: Advancing Spatiotemporal Consistency in Efficient 3D-Perception and 4D-Reasoning for Robotic Manipulation	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%
0.62	Gaze4HRI: Zero-shot Benchmarking Gaze Estimation Neural-Networks for Human-Robot Interaction	arxiv 2026-05-06	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%
0.62	Map Handicap: G2 (-1.5) vs Cloud9 (+1.5)(market prob: 50%)	polymarket 2026-05-04	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%
0.62	Will @E142 write a comment asking @DottedCalculator a question on this market (and @DottedCalculator responds)?(market prob: 40%)	manifold 2026-05-06	241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis	Labor/Jobs	47%
0.62	Will Nord Pool 2028 system price annual average exceed €45/MWh?(market prob: 52%)	manifold 2026-05-04	INF_010 US data-center demand will reach 74 GW by 2028 against a projected ~49 GW power-access shortfall — structural gap driven by retiring coal/gas, aging grid, and ~7-year interconnection queues. Morgan Stanley	Energy	56%
0.62	Will Nord Pool 2027 system price annual average exceed €45/MWh?(market prob: 50%)	manifold 2026-05-04	INF_012 AI data-center power consumption will grow by approximately 126 GW annually through 2028 — comparable to Canada's total annual power demand, and representing nearly 20% of projected global power growth through 2030. Morgan Stanley	Energy	46%
0.62	Who of the unstable SMP will post this week?	manifold 2026-05-10	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.62	Will the price of Bitcoin be above $80,000 on May 12?(market prob: 92%)	polymarket 2026-05-05	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	Will any top-20 US or Canadian brokerage publicly endorse an open investing-agent standard by the end of 2027?(market prob: 37%)	manifold 2026-05-11	246_005 OpenAI and Anthropic IPOs will head toward $1 trillion valuations. Peter Diamandis	Markets/Stocks	55%
0.62	facebookresearch/spdl v0.0.14	github_release 2025-05-12	237_002 We will see a lot of evolution and many OpenClaw variants emerging very quickly as an early domain being developed. Peter Diamandis	AI	55%
0.62	Map Handicap: FUT (-1.5) vs paiN (+1.5)(market prob: 0%)	polymarket 2026-05-11	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%
0.62	Clarity Act signed into law in 2026?(market prob: 44%)	polymarket 2026-01-11	S_IPO_TRILLION_2028 First $1T+ IPO in 2028	ipo_trillion_plus	25%
0.62	Will Flygon get a mega evolution by the end of 2028?(market prob: 34%)	manifold 2026-05-12	229_013 The next 12-18 months will be the largest AI transformation ever seen. Brett Adcock	AI	73%
0.62	Will Ronaldo Caiado win the 2026 Brazilian presidential election?(market prob: 2%)	polymarket 2025-09-17	236_011 Independent/third party presidential run possible in 2028 election Andrew Yang	Geopolitics	46%
0.62	Task-Adaptive Embedding Refinement via Test-time LLM Guidance	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%
0.62	Learning Minimally Rigid Graphs with High Realization Counts	arxiv 2026-05-12	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%
0.62	ORBIT: Preserving Foundational Language Capabilities in GenRetrieval via Origin-Regulated Merging	arxiv 2026-05-12	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.62	ORBIT: Preserving Foundational Language Capabilities in GenRetrieval via Origin-Regulated Merging	arxiv 2026-05-12	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.62	Model-based Bootstrap of Controlled Markov Chains	arxiv 2026-05-12	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	39%
0.62	Optimal Policy Learning under Budget and Coverage Constraints	arxiv 2026-05-12	CYB_011 Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev... Alex Finn	Consumer	44%
0.62	TriBand-BEV: Real-Time LiDAR-Only 3D Pedestrian Detection via Height-Aware BEV and High-Resolution Feature Fusion	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%
0.62	Not How Many, But Which: Parameter Placement in Low-Rank Adaptation	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%
0.62	Overtrained, Not Misaligned	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%
0.62	Overtrained, Not Misaligned	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%
0.62	Machine Learning for neutron source distributions	arxiv 2026-05-12	SEM_033 AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas). Alex Wissner-Gross	AI/Physics	56%
0.62	MULTI: Disentangling Camera Lens, Sensor, View, and Domain for Novel Image Generation	arxiv 2026-05-12	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%
0.62	Incentivizing Truthfulness and Collaborative Fairness in Bayesian Learning	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%
0.62	Stop Marginalizing My Dreams: Model Inversion via Laplace Kernel for Continual Learning	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%
0.62	Is Monotonic Sampling Necessary in Diffusion Models?	arxiv 2026-05-12	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%
0.62	Decomposing the Generalization Gap in PROTAC Activity Prediction: Variance Attribution and the Inter-Laboratory Ceiling	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%
0.62	Debiased Model-based Representations for Sample-efficient Continuous Control	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%
0.62	Augmented Lagrangian Method for Last-Iterate Convergence for Constrained MDPs	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%
0.62	From Generic Correlation to Input-Specific Credit in On-Policy Self Distillation	arxiv 2026-05-12	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.62	A Controlled Counterexample to Strong Proxy-Based Explanations of OOD Performance: in a Fixed Pretraining-and-Probing Setup	arxiv 2026-05-12	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%
0.62	EqOD: Symmetry-Informed Stability Selection for PDE Identification	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%
0.62	huggingface/transformers v5.8.1	github_release 2026-05-13	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.62	Will the price of XRP be above $1.50 on May 15?(market prob: 49%)	polymarket 2026-05-08	247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis	AI	42%
0.62	Will Dogecoin reach $0.25 in May?(market prob: 2%)	polymarket 2026-05-01	231_051 Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. Salim Ismail	Crypto	48%
0.62	How many Traders will my 2026 Spotify Market get?	manifold 2026-05-13	244_026 Uber platform will grow from 10M to 20M people by 2035 Dara Khosrowshahi	Labor/Jobs	46%
0.62	Parallel Scan Recurrent Neural Quantum States for Scalable Variational Monte Carlo	arxiv 2026-05-13	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.62	MedCore: Boundary-Preserving Medical Core Pruning for MedSAM	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%
0.62	Graph Neural Networks with Triangle-Based Messages for the Multicut Problem	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%
0.62	Mixed neural posterior estimation for simulators with discrete and continuous parameters	arxiv 2026-05-13	248_048 AI models will move to a post-binary (sub-one-bit) numerical precision paradigm. Alex Wissner-Gross	AI	34%
0.62	HLS-Seek: QoR-Aware Code Generation for High-Level Synthesis via Proxy Comparative Reward Reinforcement Learning	arxiv 2026-05-13	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.62	Reward-Weighted On-Policy Distillation with an Open Property-Equivalence Verifier for NL-to-SVA Generation	arxiv 2026-05-13	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%
0.62	MPINeuralODE: Multiple-Initial-Condition Physics-Informed Neural ODEs for Globally Consistent Dynamical System Learning	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%
0.62	Safe Bayesian Optimization for Uncertain Correlations Matrices in Linear Models of Co-Regionalization	arxiv 2026-05-13	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.62	Backdoor Channels Hidden in Latent Space: Cryptographic Undetectability in Modern Neural Networks	arxiv 2026-05-13	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%
0.62	A Hybrid Tucker-LSTM Tensor Network Model for SOC Prediction in Electric Vehicles	arxiv 2026-05-13	FUT_013 Exponential scaling of modular battery swapping infrastructure (Ample), mass production of clean-energy lithium-ion batteries (Northvolt), and low-GHG shipping + massive high-voltage ultra-long-distance transmission grids become economically viable pur... Ramez Naam	Auto/Transport	44%
0.62	Continual Fine-Tuning of Large Language Models via Program Memory	arxiv 2026-05-13	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%
0.62	State-of-art minibatches via novel DPP kernels: discretization, wavelets, and rough objectives	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%
0.62	FDA NDA019901: ALTACE (RAMIPRIL) — KING PHARMS LLC	fda 2026-05-07	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.62	FDA NDA208510: VYVANSE (LISDEXAMFETAMINE DIMESYLATE) — TAKEDA PHARMS USA	fda 2026-04-23	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.62	FDA NDA219835: VEPPANU (VEPDEGESTRANT) — ARVINAS OPERATIONS	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%
0.62	SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning	arxiv 2026-05-14	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%
0.62	Real-time virtual circuits for plasma shape control via neural network emulators	arxiv 2026-05-14	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%
0.62	ReMIA: a Powerful and Efficient Alternative to Membership Inference Attacks against Synthetic Data Generators	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%
0.62	ArcGate: Adaptive Arctangent Gated Activation	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%
0.62	FDA ANDA063065: MINOCYCLINE HYDROCHLORIDE (MINOCYCLINE HYDROCHLORIDE) — WATSON LABS	fda 2026-05-12	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.62	FDA ANDA211135: RIOCIGUAT (RIOCIGUAT) — MSN	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%
0.62	Will Ethereum dip to $400 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%
0.62	Will Ethereum dip to $400 in May?(market prob: 0%)	polymarket 2026-05-01	246_030 DeepSeek V4 will NOT shock markets like prior DeepSeek releases. Alex Wissner-Gross	Markets/Stocks	34%
0.62	Games Total: O/U 2.5(market prob: 100%)	polymarket 2026-05-15	CMQ_041 Reallocation of foundry real estate toward high-margin HBM leaves severe unaddressed supply shortage for traditional consumer-grade DRAM — bifurcation of global memory market. Morgan Stanley	Semis/Memory	71%
0.62	How low will the Marathon World Record go before the end of 2026?	manifold 2026-05-16	247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis	AI	50%
0.62	Ukraine agrees not to join NATO by June 30? (market prob: 1%)	polymarket 2025-12-17	241_036 No frontier AI company will emerge in Russia due to war Eric Schmidt	AI	51%
0.62	How many countries will I visit this year? (2026)	manifold 2026-05-17	247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis	AI	50%
0.62	“Will Elon Musk mention Dogecoin before June ends?”(market prob: 17%)	manifold 2026-05-17	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	will there be a new llm release by the end of may?(market prob: 98%)	manifold 2026-05-17	239_002 AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest Elon Musk	AI	44%
0.62	Who of the unstable SMP will post this week?	manifold 2026-05-17	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.62	Canadiens vs. Sabres: O/U 6.5(market prob: 40%)	polymarket 2026-05-17	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	45%
0.62	Will Donald Trump post 100-119 Truth Social posts from May 12 to May 19, 2026?(market prob: 0%)	polymarket 2026-05-09	246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket	AI	43%
0.62	Will Ethereum reach $3,800 in May?(market prob: 0%)	polymarket 2026-05-01	235_041 Anthropic implied valuation using PE ratio could be one quadrillion dollars. Dave Blundin	Markets/Stocks	41%
0.62	Will Trump agree to unfreeze Iranian assets by May 31?(market prob: 13%)	polymarket 2026-04-29	TK03 AI Regulatory Moratorium (EU/US Capability Freeze)	—	10%
0.62	Will the May 2026 U.S. unemployment rate be at least 4.5%?(market prob: 14%)	manifold 2026-05-18	IND_019 2026 is the year AI's impact on workers fundamentally comes into focus — near-term 4% net reduction in jobs across the 5 sectors most exposed to AI, heavily targeting entry-level positions; but labor disruption increases returns for firms that successf... Morgan Stanley	Labor/Jobs	40%
0.62	Will the price of Bitcoin be above $80,000 on May 20?(market prob: 1%)	polymarket 2026-05-13	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	Will "Convergent Abstraction Hypothesis" make the top fifty posts in LessWrong's 2026 Annual Review?(market prob: 9%)	manifold 2026-05-18	238_071 Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs Alex Wissner-Gross	AI	35%
0.62	Data Presentation Over Architecture: Resampling Strategies for Credit Risk Prediction with Tabular Foundation Models	arxiv 2026-05-18	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%
0.62	Data Presentation Over Architecture: Resampling Strategies for Credit Risk Prediction with Tabular Foundation Models	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%
0.62	Modality vs. Morphology: A Framework for Time Series Classification for Biological Signals	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%
0.62	ISEP: Implicit Support Expansion for Offline Reinforcement Learning via Stochastic Policy Optimization	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%
0.62	Alignment Dynamics in LLM Fine-Tuning	arxiv 2026-05-18	AUT_017 Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin... Jimmy Ba	AI	65%
0.62	Memisis: Orchestrating and Evaluating Synthetic Data for Tabular Health Datasets	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%
0.62	Will Alphabet be the third-largest company in the world by market cap on May 31?(market prob: 0%)	polymarket 2026-04-16	246_006 OpenAI will IPO by end of 2026, Anthropic early-to-mid 2027 (may try end of 2026). Peter Diamandis	Markets/Stocks	45%
0.62	How will I do on ARML 2026	manifold 2026-05-26	248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin	AI	31%
0.62	What makes people happy? [Resolves to LLM deep research]	manifold 2026-05-25	240_041 Consumer killer app tying compute to happiness must be invented within the next year Dave Blundin	AI	45%
0.62	Who of the unstable SMP will post this week?	manifold 2026-05-24	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.62	MIRA: Mid-training Rubric Anchoring for Source-Aware Data Selection	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%
0.62	LLUMI: Improving LLM Writing Assistance for Mental Health Support with Online Community Feedback	arxiv 2026-05-28	AI_010 The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new code, developer manual-coding skills atrophy, and engineering transitions from syntax-writing to high-level architectural prompting and 'vibe coding'. Andrej Karpathy	AI	90%
0.62	Conformal Certification of Reasoning Trace Prefixes	arxiv 2026-05-28	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%
0.62	Robust and Generalizable Safety Steering for Text-to-Image Diffusion Transformers	arxiv 2026-05-28	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.62	Moment-KV: Momentum-Based Decode-Time KV Cache Compression for Long 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%
0.62	Hista and Numca: Estimate State Value Effectively for LLM Reinforcement Learning	arxiv 2026-05-28	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.62	GUITestScape: Towards Open-set Evaluation on Exploratory GUI Testing	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%
0.62	Temporal Motif-aware Graph Test-time Adaptation for OOD Blockchain Anomaly Detection	arxiv 2026-05-28	AUT_010 As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton... Daniella Amodei	AI	56%
0.62	SAHG: Sector-Anisotropic Hyperbolic Graph Model for Social Bot Detection	arxiv 2026-05-28	AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross	AI	59%
0.62	Sample-Efficient Diffusion-based Reinforcement Learning with Critic Guidance	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%
0.62	MIC: Maximizing Informational Capacity in Adaptive Representations via Isotropic Subspace Alignment	arxiv 2026-05-28	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.62	Efficient, Validation-Free Intrinsic Quality Estimation for Large-Scale Face Recognition Datasets	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%
0.62	Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference	arxiv 2026-05-28	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.62	Causal Interventions on Continuous Variables: A Case Study on Verb Bias in Steering Vectors for In-Context Learning	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%
0.62	SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents	arxiv 2026-05-28	CYB_017 Prompt engineering evolves into a specialized commerce vector — marketplaces (PromptBase-style) emerge where skilled practitioners sell highly optimized, reliable text descriptions; proving AI displaces execution but rewards precise instructional logic... David Holz	Labor/Jobs	55%
0.62	Architecture-Sensitive Supervised Fine-Tuning for Screen-Conditioned Action Prediction: A PiSAR Benchmark	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%
0.62	Architecture-Sensitive Supervised Fine-Tuning for Screen-Conditioned Action Prediction: A PiSAR Benchmark	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%
0.62	MusTBENCH: Benchmarking and Advancing Temporal Grounding in Music LLMs	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%
0.62	Gaze2Act: Gaze-Conditioned Vision-Language-Action Policies for Interactive Robot Manipulation	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%
0.62	From General Vision to Reliable Traversability Estimation: Adapting Vision Foundation Models for Unstructured Outdoor Environments	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%
0.62	From General Vision to Reliable Traversability Estimation: Adapting Vision Foundation Models for Unstructured Outdoor Environments	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%
0.62	A Progress-Aware Leader-Follower Midair Docking System for Dual-Drone Aerial Manipulation	arxiv 2026-05-28	COD_SPC_003 SpaceX completes large-scale Starship vehicle-to-vehicle cryogenic propellant transfer by end 2026 Codex Research Pack	Space	28%
0.62	Will the price of Bitcoin be above $70,000 on June 1?(market prob: 99%)	polymarket 2026-05-25	SEM_039 Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory. Jack Dorsey	Semis/ASICs	83%
0.62	Will the price of Bitcoin be above $74,000 on June 1?(market prob: 43%)	polymarket 2026-05-25	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	How many unique viewers will this market end with?	manifold 2026-05-30	235_027 Longevity VC market expected to grow from $8.5B in 2024 to $12-18B in 2026. Peter Diamandis	Biotech/Longevity	46%
0.62	Will FURIA win IEM Cologne Major 2026?(market prob: 40%)	polymarket 2026-04-06	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%
0.62	Will Bitcoin dip to $65,000 in June?(market prob: 100%)	polymarket 2026-06-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	Will Bitcoin dip to $65,000 in June?(market prob: 100%)	polymarket 2026-06-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will GamerLegion win IEM Cologne Major 2026?(market prob: 1%)	polymarket 2026-04-06	239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk	AI	40%
0.62	Who will launch the first crewed Mars flyby mission, USA or China?	manifold 2026-06-01	IND_016 By late 2026, SpaceX will launch a flotilla of approximately 5 uncrewed Starships to the Martian surface — success relies entirely on autonomous orbital refilling + AI-driven landing telemetry, proving precursor infrastructure for human colonization ca... Gwynne Shotwell	Space	22%
0.62	Who of the unstable SMP will post this week?	manifold 2026-06-01	TK11 Autonomous Regulatory Block (Level 4 Halt)	—	10%
0.62	FDA ANDA215411: SITAGLIPTIN AND METFORMIN HYDROCHLORIDE (SITAGLIPTIN, METFORMIN HYDROCHLORIDE) — INVENTIA HEALTHCARE LIMITED	fda 2026-05-07	COD_BIO_001 FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026 Codex Research Pack	Biotech/Longevity	47%
0.62	openai/openai-python v2.40.0	github_release 2026-06-01	234_017 OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks OpenAI Codex Lead	AI	41%
0.62	Will the price of Bitcoin be above $78,000 on June 4?(market prob: 1%)	polymarket 2026-05-28	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will the price of Bitcoin be above $82,000 on June 5?(market prob: 0%)	polymarket 2026-05-29	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will Bitcoin dip to $50,000 in June?(market prob: 2%)	polymarket 2026-06-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will MIBR win IEM Cologne Major 2026?(market prob: 0%)	polymarket 2026-04-06	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%
0.62	Will my YouTube Channel have more than 15 subscribers at the end of June 2026?(market prob: 99%)	manifold 2026-06-02	248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin	AI	31%
0.62	How many 10s of thousands of species be on OneZoom at the end of this year?(market prob: 66%)	manifold 2026-06-02	247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross	AI	41%
0.62	How many 10s of thousands of species be on OneZoom at the end of this year?(market prob: 66%)	manifold 2026-06-02	COD_ROB_003 At least two humanoid vendors exceed 1,000 cumulative deployed robots by end 2027 Codex Research Pack	Robotics	33%
0.62	Will Vietnam's real GDP grow by at least 12% in 2026(market prob: 12%)	manifold 2026-06-02	SEM_010 AI will quintuple the world's gross domestic product, expanding it from $100 trillion to $500 trillion. Jensen Huang	Macro/Economy	8%
0.62	US Gas Price $4.250 or below in June 2026?(market prob: 89%)	manifold 2026-06-02	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Bitcoin $80K in June?(market prob: 3%)	manifold 2026-06-02	242_033 Companies will race to 80% token spend / 20% salary; good by 2030-2032 Dave Blundin	Labor/Jobs	49%
0.62	RASER: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering	arxiv 2026-06-01	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.62	Faster Synchronous On-Policy RL via Straggler-Aware Group Sizing	arxiv 2026-06-01	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%
0.62	Fast and Lightweight Novel View Synthesis with Differentiable Multiplane Image	arxiv 2026-06-01	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.62	Echo: A Joint-Embedding Predictive Architecture for Speaker Diarization and Speech Recognition in a Shared Latent Space	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.62	Evaluation of Baseline Methods for IDD-based SSD External Memory Search	arxiv 2026-06-01	CMQ_041 Reallocation of foundry real estate toward high-margin HBM leaves severe unaddressed supply shortage for traditional consumer-grade DRAM — bifurcation of global memory market. Morgan Stanley	Semis/Memory	71%
0.62	Dynamic Trust-Aware Sparse Communication Topology for LLM-Based Multi-Agent Consensus	arxiv 2026-06-01	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%
0.62	EvoBrain: Continual Learning of EEG Foundation Models Across Heterogeneous BCI Tasks	arxiv 2026-06-01	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%
0.62	Fair Finetuning Mitigates Distribution Inference Attacks	arxiv 2026-06-01	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.62	Two-Fidelity Best-Action Identification for Stochastic Minimax Tree	arxiv 2026-06-01	230_040 AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly. Peter Diamandis	AI	50%
0.62	MINTS: Minimalist Thompson Sampling	arxiv 2026-06-01	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	36%
0.62	MINTS: Minimalist Thompson Sampling	arxiv 2026-06-01	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.62	AlphaToken: Decoupling Adaptation and Stability for Path-Aware Response Token Valuation in LLM Post-Training	arxiv 2026-06-01	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.62	TechGraphRAG: An Agentic Graph-Augmented RAG Framework for Technical Literature Reasoning	arxiv 2026-06-01	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%
0.62	Revisiting Ripple Effects in Knowledge Editing through Pressure-Aware Joint Neighborhood Optimization	arxiv 2026-06-01	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.62	Compliance-Scored Best-of-N Guardrail Orchestration for Multimodal Document Generation in Payments Dispute Defense	arxiv 2026-06-01	AI_037 EU AI Act compliance will become a first-class enterprise priority — Anthropic among first frontier labs positioning proactive regulatory governance as a competitive differentiator against hyperscaler peers. Daniella Amodei	Geopolitics	60%
0.62	Riemannian Gradient Descent for Low-Rank Architectures	arxiv 2026-06-01	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.62	BlockGen: Flexible Blockwise Sequence Modeling with Hybrid Samplers	arxiv 2026-06-01	AI_025 Most current generative AI wrappers are transient — they will fade into the background as infrastructure layers, analogous to Radio Shack fading in the Windows/PC era; winners will be infrastructure and verticalized depth plays, not thin API-wrapper apps. Mark Cuban	AI	60%
0.62	Bayesian meta-learning for modeling Alzheimer's disease progression	arxiv 2026-06-01	CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross	Quantum/AI	15%
0.62	Model Multiplicity and Predictive Arbitrariness in Recidivism Risk Assessment	arxiv 2026-06-01	ROB_027 The 'Paperclip Maximizer' thought experiment — unaligned superintelligence consuming all planetary resources to execute a single mundane task — is being revived as a practical engineering concern as AI transitions from digital to physical domains. The ... Nick Bostrom	AI	40%
0.62	Flexible Online Representation Learning Based on Similarity Matching	arxiv 2026-06-01	AUT_002 Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological... Alex Wissner-Gross	AI	59%
0.62	Fast Generalization after Interpolation via Critically Damped Momentum Optimization	arxiv 2026-06-01	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%
0.62	Neural Network Compression by Approximate Differential Equivalence	arxiv 2026-05-31	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%
0.62	CRAFTQA: A Code-Driven Adaptive Framework for Complex Structured Data Reasoning	arxiv 2026-06-01	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.62	Mechanistic Diagnostics of Spatial Lexical Bias in Multimodal Large Language Model Spatial Reasoning	arxiv 2026-06-01	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%
0.62	Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech	arxiv 2026-05-31	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.62	Sparse Autoencoders for Interpretable Emotion Control in Text-to-Speech	arxiv 2026-05-31	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%
0.62	A Registry-Bound LLM Pipeline for Evidence-Grounded Trait Extraction across Tropical Plants, Aquatic Species, and Exotic Pets	arxiv 2026-05-31	CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei	AI/Compute	19%
0.62	Reasmory: 3D Reconstruction as Explicit Memory for VLMs Spatial Reasoning	arxiv 2026-05-31	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%
0.62	Will the price of Bitcoin be above $70,000 on June 4?(market prob: 1%)	polymarket 2026-05-28	SEM_039 Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory. Jack Dorsey	Semis/ASICs	83%
0.62	Will the price of Bitcoin be above $64,000 on June 5?(market prob: 34%)	polymarket 2026-05-29	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will FC Universitario win on 2026-06-19?(market prob: 52%)	polymarket 2026-05-23	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%
0.62	Will the price of Bitcoin be above $66,000 on June 5?(market prob: 5%)	polymarket 2026-05-29	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will the price of XRP be above $1.10 on June 5?(market prob: 97%)	polymarket 2026-05-29	247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis	AI	42%
0.62	Will Solana dip to $60 in June?(market prob: 53%)	polymarket 2026-06-01	237_017 The entire SaaS market is going to zero because features can be rebuilt in five minutes with agents. Alex Finn	Markets/Stocks	45%
0.62	Will WTI Crude Oil (WTI) hit (HIGH) $120 in June?(market prob: 5%)	polymarket 2026-05-25	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Best METR 80% Time Horizon before October 2026	manifold 2026-06-04	S_AGI_WINTER_2036PLUS AGI delayed: capability plateau or AI winter	agi_general_capability	10%
0.62	Will Bitcoin dip to $59,000 on June 5?(market prob: 5%)	polymarket 2026-06-05	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	Will Bitcoin dip to $55,000 on June 5?(market prob: 1%)	polymarket 2026-06-05	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will Ethereum dip to $1,200 in June?(market prob: 8%)	polymarket 2026-06-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	Will Ethereum dip to $1,500 in June?(market prob: 82%)	polymarket 2026-06-01	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	Will the price of Bitcoin be above $80,000 on June 8?(market prob: 0%)	polymarket 2026-06-01	S_IPO_TRILLION_2026 First $1T+ IPO in 2026	ipo_trillion_plus	25%
0.62	Will Ethereum dip to $1,400 in June?(market prob: 6%)	polymarket 2026-06-01	S_IPO_TRILLION_2028 First $1T+ IPO in 2028	ipo_trillion_plus	25%
0.62	Rethinking Infrastructure Inspection as Image Difference Classification: A Traffic Sign Case Study	arxiv 2026-06-04	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%
0.62	TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory	arxiv 2026-06-04	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%
0.62	TAM: Torque Adaptation Module for Robust Motion Transfer in Manipulation	arxiv 2026-06-04	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%
0.62	Towards the Readability of LLM-Generated Codes through Multitask Representation Engineering	arxiv 2026-06-04	AI_010 The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new code, developer manual-coding skills atrophy, and engineering transitions from syntax-writing to high-level architectural prompting and 'vibe coding'. Andrej Karpathy	AI	90%
0.62	Dense Contexts Are Hard Contexts: Lexical Density Limits Effective Context in LLMs	arxiv 2026-06-04	238_071 Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs Alex Wissner-Gross	AI	35%
0.62	Step-adaptive multimodal fusion network with multi-scale cloud feature learning for ultra-short-term solar irradiance forecasting	arxiv 2026-06-04	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%
0.62	Narrative Knowledge Weaver: Narrative-Centric Retrieval-Augmented Reasoning for Long-Form Text Understanding	arxiv 2026-06-04	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%
0.62	Seeing Time: Benchmarking Chronological Reasoning and Shortcut Biases in Vision-Language Models	arxiv 2026-06-04	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%
0.62	Cross-Epoch Adaptive Rollout Optimization for RL Post-Training	arxiv 2026-06-04	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%
0.62	Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models	arxiv 2026-06-04	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%
0.62	A Vision-language Framework for Comparative Reasoning in Radiology	arxiv 2026-06-04	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%
0.62	Performance Evaluation of GraphCast for Medium-Range Weather Forecasting over Brazil	arxiv 2026-06-04	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%