Validations Queue

116,327 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 481 of 1077, 100 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)

116,327

Reviewed

Filtered

107,674

page 481 / 1077

Showing on page

100

Filters

URL params control source + min-similarity threshold

Source

All (116327)arxiv (55579)codex_research_pack (134)edgar_8k (3786)fda (5475)gdelt (1218)github_release (3357)manifold (11164)polymarket (35614)

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	Will China fly people to the moon before Chinese New Year 2028?(market prob: 36%)	manifold 2026-06-05	242_038 Humans will land on the moon again in 2-3 years via Starship Alex Wissner-Gross	Space	23%
0.62	Regret Minimization with Adaptive Opponents in Repeated Games	arxiv 2026-06-04	238_037 Network effects, economics, and game theory will persist in AI agent economy (no singleton takeover) Alex Wissner-Gross	AI	42%
0.62	Pretraining Recurrent Networks without Recurrence	arxiv 2026-06-04	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	Self-Augmenting Retrieval for Diffusion Language Models	arxiv 2026-06-04	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%
0.62	Rethinking Infrastructure Inspection as Image Difference Classification: A Traffic Sign Case Study	arxiv 2026-06-04	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	LatentWave: JEPA Pretraining for Wireless Foundation Models	arxiv 2026-06-04	ROB_013 Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... Jimmy Ba	Robotics	62%
0.62	TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management	arxiv 2026-06-04	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	Quantum enhanced rare event discovery and sampling	arxiv 2026-06-04	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%
0.62	Towards One-to-Many Temporal Grounding	arxiv 2026-06-04	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%
0.62	TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory	arxiv 2026-06-04	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%
0.62	Towards the Readability of LLM-Generated Codes through Multitask Representation Engineering	arxiv 2026-06-04	SEM_049 AI will soon fully automate software engineering, achieving massive cost reductions via iterative self-improvement. Alex Wissner-Gross	AI/Software	56%
0.62	Where does Absolute Position come from in decoder-only Transformers?	arxiv 2026-06-04	240_013 Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs Sam Altman	AI	41%
0.62	Step-adaptive multimodal fusion network with multi-scale cloud feature learning for ultra-short-term solar irradiance forecasting	arxiv 2026-06-04	FUT_018 Rise of 'Energy Islanding' 2026-2031 — sovereign nations possessing BOTH geographic solar irradiance for massive arrays AND secure domestic raw materials (copper, lithium, cobalt, rare earths) for battery storage achieve unparalleled industrial autonom... Multi-Forecaster Synthesis	Energy	39%
0.62	OPRD: On-Policy Representation Distillation	arxiv 2026-06-04	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%
0.62	AttackPathGNN: Cross-function vulnerability detection in smart contracts using state interference graphs and conjunction pooling	arxiv 2026-06-04	SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin	AI/Architecture	65%
0.62	A Pre-Registered Causal Partition of Self-Consistency Elicitation and Reward Design in RLVR	arxiv 2026-06-04	241_031 Scientists don't agree yet on approach for recursive self-improvement Eric Schmidt	AI	48%
0.62	MARDoc: A Memory-Aware Refinement Agent Framework for Multimodal Long Document QA	arxiv 2026-06-04	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%
0.62	Class-Specific Branch Attention for Mitigating Gradient Interference under Class Imbalance	arxiv 2026-06-04	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%
0.62	Multilingual Fine-Tuning via Localized Gradient Conflict Resolution	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	SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks	arxiv 2026-06-04	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	GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection	arxiv 2026-06-04	AI_028 Decentralized offline messaging via Bluetooth Low Energy (BLE) mesh networks — exemplified by Dorsey's launch of Bitchat — will become critical infrastructure for verifiable human communication as the internet is flooded with synthetic content and deep... Jack Dorsey	Crypto	28%
0.62	DNQ: Deep Nash Q-Network for Partially Observable n-Player Games	arxiv 2026-06-04	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	Maximising the Set-Piece Return: Optimising Football Corner Tactics with Graph Reinforcement Learning	arxiv 2026-06-04	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%
0.62	Attack Detection using Time Series Foundation Models	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	Efficient Mean Curvature Computation on High-Dimensional Data Manifolds	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	On the training of physics-informed neural operators for solving parametric partial differential equations	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	Trust-Aware Predictive Emissions Monitoring for Gas Turbine Fleets with Limited Labelled Data	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	CausalPOI: Spatio-Temporal Graph-Based Causal Modeling for Cold-Start POI Check-in Forecasting	arxiv 2026-06-03	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	Statistically Reliable LLM-Based Ranking Evaluation via Prediction-Powered Inference	arxiv 2026-06-03	FUT_001 Algorithmic systems (LLMs) will match the accuracy of the world's most elite human superforecasters by November 2026 per ForecastBench linear-extrapolation of current learning curves; 95% CI stretches Dec 2025 to Jan 2028. Validation metric: LLMs achie... Superforecaster Community	AI	43%
0.62	"Chi nas dal soch el sent de legn" -- Auditing Text Corpora for Lombard	arxiv 2026-06-04	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%
0.62	The Generator-Eraser Paradox: Community Guidelines for Responsible LLM-Assisted Dialect Resource Creation	arxiv 2026-06-04	238_070 Small language models will be where most algorithmic breakthroughs come from (crowdsourced) Alex Wissner-Gross	AI	42%
0.62	EpiEvolve: Self-Evolving Agents for Streaming Pandemic Forecasting under Regime Shifts	arxiv 2026-06-03	232_044 There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling. Alex Wissner-Gross	AI	42%
0.62	Would you still call this Dax? Novel Visual References in VLMs and Humans	arxiv 2026-06-03	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	Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base LLMs with Minimal Data	arxiv 2026-06-03	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	TaDA: Calibrated Probe Gating for Task-Domain LoRA Merging	arxiv 2026-06-03	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	SAID: Accelerating Diffusion-Based Language Models via Scaffold-Aware Iterative Decoding	arxiv 2026-06-03	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	Data Attribution in Large Language Models via Bidirectional Gradient Optimization	arxiv 2026-06-03	235_037 Auto-regressive transformers and diffusion models will consolidate into one unified architecture. Alex Wissner-Gross	AI	35%
0.62	Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026	arxiv 2026-06-03	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	TAGA: Terrain-aware Active Gaze Learning for Generalizable Agile Humanoid Locomotion	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	LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling	arxiv 2026-06-03	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	Will US inflation be 3% or more in 2027?(market prob: 50%)	manifold 2026-06-06	230_035 GDP will 2x or 3x year-over-year in early 2030s if everything goes well. Alex Wissner-Gross	Macro/Economy	32%
0.62	At the end of the next 30 days, starting from today (June 7 2026), how many blocks will be broken on mysterybox.art ?	manifold 2026-06-06	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%
0.62	Will May 2026 headline CPI rise at least 0.3% month-over-month?(market prob: 74%)	manifold 2026-06-03	SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore	Semis/Markets	53%
0.62	Will the FY2027 NDAA enter law by February 1st 2027, and direct U.S.-Israel military cooperation in AI?(market prob: 75%)	manifold 2026-06-06	234_021 OpenAI will launch consumer AI devices in 2027 Peter Diamandis	AI	50%
0.62	facebookresearch/differentiable-robot-model v0.2.3	github_release 2022-04-22	247_057 Parameter scaling race is over; frontier labs plateauing at 10T parameters Alex Wissner-Gross	AI	18%
0.62	Will Brazil win on 2026-06-13?(market prob: 59%)	polymarket 2026-04-06	246_022 Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%). PolyMarket	AI	37%
0.62	Will Solana dip to $40 in June?(market prob: 5%)	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	35%
0.62	What will Xinyuan Zhou make?	manifold 2026-06-07	230_022 Elon plans to produce tens of millions of robots per year in just a few years. Elon Musk	Robotics	22%
0.62	Watch, Remember, Reason: Human-View Video Understanding with MLLMs	arxiv 2026-06-05	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%
0.62	UrduMMLU: A Massive Multitask Benchmark for Urdu Language Understanding	arxiv 2026-06-05	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%
0.62	DIFFRACT: Neuralized Utility Maximization for Wireless Networks by Differentiable Programming	arxiv 2026-06-05	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%
0.62	Quantum-Inspired Trace-Augmented Evidence Selection for Reasoning over Structured Hypothesis Spaces	arxiv 2026-06-05	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	Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards	arxiv 2026-06-05	233_021 AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. Joe Liemandt	AI	30%
0.62	CoMetaPNS: Continually Meta-learning Personalized Neural Surrogates for Cardiac Electrophysiology Simulations	arxiv 2026-06-05	IND_014 Generative AI has rendered static one-size-fits-all learning structurally obsolete — 'every textbook is obsolete' as AI tutors construct personalized lessons mapped perfectly to student mastery level; total disintermediation of the human academic teach... Joe Liemandt	Education	48%
0.62	Closed-Form Spectral Regularization for Multi-Task Model Merging	arxiv 2026-06-05	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	Generative Molecular Morphing for Flexible-Size Design via Unbalanced Optimal Transport	arxiv 2026-06-05	247_050 Virtual cell achievable through classical scaling without quantum computing Alex Wissner-Gross	Biotech/Longevity	44%
0.62	Stability beyond Bounded Differences: Sharp Generalization Bounds under Finite $L_p$ Moments	arxiv 2026-06-05	248_023 Ternary (sub-bit) parameter precision will be optimal for AI models. Dave Blundin	AI	50%
0.62	AdaGRPO: A Capability-Aware Adaptive Enhancement for Flow-based GRPO	arxiv 2026-06-05	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	Explicit Evidence Grounding via Structured Inline Citation Generation	arxiv 2026-06-05	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	Explicit Evidence Grounding via Structured Inline Citation Generation	arxiv 2026-06-05	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	Interpreting Brain Responses to Language with Sparse Features from Language Models	arxiv 2026-06-05	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	Boston Red Sox vs. Tampa Bay Rays(market prob: 51%)	polymarket 2026-06-02	247_042 Professional Robotics League first US match on April 19, 2026 in Boston Alex Wissner-Gross	Robotics	65%
0.62	FDA ANDA220724: ANDA220724 ((unspecified)) — ZYDUS PHARMACEUTICALS (USA) INC.	fda 2026-05-28	242_048 FDA will move to zero clinical trial model given enough Bayesian/computational evidence Alex Wissner-Gross	Biotech/Longevity	31%
0.62	FDA BLA761036: DARZALEX (DARATUMUMAB) — JANSSEN BIOTECH	fda 2026-05-28	IND_010 Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front... Jared Isaacman	Biotech/Longevity	40%
0.62	Will Bitcoin dip to $60,000 on June 9?(market prob: 10%)	polymarket 2026-06-09	TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)	—	8%
0.62	Boston Red Sox vs. Tampa Bay Rays(market prob: 54%)	polymarket 2026-06-03	247_042 Professional Robotics League first US match on April 19, 2026 in Boston Alex Wissner-Gross	Robotics	65%
0.62	Will the price of XRP be between $1.60 and $1.70 on June 10?(market prob: 0%)	polymarket 2026-06-03	247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis	AI	42%
0.62	Will United States win on 2026-06-12?(market prob: 46%)	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	53%
0.62	Will June 2026 U.S. nonfarm payroll employment increase by at least 150,000?(market prob: 52%)	manifold 2026-06-07	242_033 Companies will race to 80% token spend / 20% salary; good by 2030-2032 Dave Blundin	Labor/Jobs	49%
0.62	Topological Neural Operators	arxiv 2026-06-08	229_028 Figure will NOT license out its neural net or hardware IP to third-party form-factor builders. Brett Adcock	Robotics	69%
0.62	Who Earns the Safety? Intervention-Aware Quantum Predictive Control with Safety Attribution	arxiv 2026-06-08	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	Correlation Is Not Enough: Embedding Human Metadata for Individual Causal Discovery	arxiv 2026-06-08	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%
0.62	Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Auditable Biomedical Informatics Architecture	arxiv 2026-06-08	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	Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Auditable Biomedical Informatics Architecture	arxiv 2026-06-08	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	PhysScene: A Scene Graph Dataset for Scientific Visual Reasoning in Physics Experiments	arxiv 2026-06-08	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	Internalizing Geometric Law: Learning from Solver Residuals for Precision-Critical Generation	arxiv 2026-06-08	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	OnlyDense: Reduced-Order Modeling for Lagrangian simulation	arxiv 2026-06-08	242_043 AI models will distill down to a few million parameters as end-state Alex Wissner-Gross	AI	35%
0.62	Intelligent Character Recognition of Handwritten Forms with Deep Neural Networks	arxiv 2026-06-07	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	sGPO: Trading Inference FLOPs for Training Efficiency in RLVR	arxiv 2026-06-07	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	ZIPP:Zero-shot Image Personalization from Personas	arxiv 2026-06-07	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	Operator learning for solving Fokker-Planck equations with various initial conditions	arxiv 2026-06-08	231_004 The solution wavefront will spread from math/coding to physics, chemistry, and other fields. Alex Wissner-Gross	AI	40%
0.62	The Hidden Bias of Process Reward Models:PRISM for Rewarding the Right Reasoning	arxiv 2026-06-08	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	Decoy-Calibrated Failure Audits for Language Models	arxiv 2026-06-08	CYB_012 'Recommendation poisoning' — deliberate corruption of the data lakes, training sets, and persistent memory banks that agents rely on for purchase/action decisions — emerges as the primary new cybersecurity-marketing vector, blurring the line between di... Alex Finn	AI	44%
0.62	CHROMA: Detecting AI-Generated Images through Inter-Channel Color-Space Correlations	arxiv 2026-06-07	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	Reformulate LLM Reinforcement Learning for Efficient Training under Black-box Discrepancy	arxiv 2026-06-07	IND_013 General intelligence requires systems capable of solving tasks across multidimensional continuous domains — DreamerV3 + world-model research demonstrates scalable algorithms using latent imagination outperform traditional reinforcement learning; future... Jimmy Ba	AI	79%
0.62	Gradient-Guided Reward Optimization for Inference-time Alignment	arxiv 2026-06-08	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	Overcoming Decoder Inconsistencies in Whisper for Dravidian and Low-Resource Languages	arxiv 2026-06-08	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	Latent Diffusion Policy: Shaping Latent Spaces for Diffusion-Based Robotic Manipulation	arxiv 2026-06-07	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	Will Bitcoin dip to $60,000 on June 10?(market prob: 16%)	polymarket 2026-06-10	246_004 SpaceX will come out at $2T and run up very quickly to $3T. Peter Diamandis	Markets/Stocks	50%
0.62	US x Russia military clash by December 31, 2026?(market prob: 6%)	polymarket 2026-01-06	COD_SPC_002 The next US crewed lunar surface landing occurs on Artemis IV in 2028 Codex Research Pack	Space	22%
0.62	Who will run for U.S. President in 2028 [Add Answers]	manifold 2026-06-09	234_035 Massive social unrest will come before the next US presidential election Dave Blundin	Geopolitics	36%
0.62	A Unifying Lens on Supervised Fine-Tuning Through Target Distribution Design	arxiv 2026-06-09	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	TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning	arxiv 2026-06-09	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	What Do Deepfake Speech Detectors Actually Hear?	arxiv 2026-06-09	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	31%
0.62	Geometrically Averaged Hard Target Updates for Linear Q-Learning	arxiv 2026-06-09	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	A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems	arxiv 2026-06-09	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%
0.62	A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems	arxiv 2026-06-09	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	Dynamic Linear Attention	arxiv 2026-06-09	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	Flexible Flows for Biological Sequence Design	arxiv 2026-06-09	AUT_003 'Vibe coding' — the full delegation of syntactic code generation to autonomous models, with human engineers interacting purely through natural-language intent while remaining entirely abstracted from underlying programming architecture; minimalist arch... Andrej Karpathy	AI	87%
0.62	Advancing the State-of-the-Art in Empirical Privacy Auditing	arxiv 2026-06-09	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%