arXiv:2609.39392v1 Announce Type: new Abstract: Autonomous research agents can generate hypotheses and conduct experiments, but experimentation remains a…
Security startup finds more than 13,000 internal company screenshots that AI agents uploaded publicly
AI agents quietly posted more than 13,000 internal screenshots from 343 organizations, including Fortune 500 companies, to public GitHub repos. Because…
Inferring Causal Relations between Two Sequences of Events with Language Models
arXiv:2609.39406v1 Announce Type: new Abstract: Causal AI is a branch of Artificial Intelligence which helps understand and reason about cause and effect…
Understanding as No-Arbitrage: Bounded Dutch Books as a Definition and Training Objective for Language Models
arXiv:2609.39341v1 Announce Type: new Abstract: Does a language model merely predict tokens, or does it understand what it says? We make this question…
EHR-RobustGym: Benchmarking and Training Agents for Robust Clinical Reasoning
arXiv:2609.39371v1 Announce Type: new Abstract: In hospital workflows, electronic health records (EHRs) are often noisy, and may not contain the evidence…
Autoresearch in Mixed-Integer Linear and Nonlinear Programming
arXiv:2609.39360v1 Announce Type: new Abstract: Despite recent progress in autoresearch, applying it to practical operations research problems, typically…
Unveiling IC-STAR: Full-Flow Autonomy from Digital to Analog
Learn how engineers can shift from manually managing tools and handoffs to defining objectives and supervising AI-driven execution across the silicon…
On the Complexity of Preference-Based Bandits
arXiv:2609.39351v1 Announce Type: new Abstract: We study preference-based bandits with general reward function classes, where a learner sequentially…
AI beats Stratego’s greatest player, ending one of the last human strongholds in board games
The AI system Ataraxos has decisively beaten the best Stratego player of all time. The board game is a tough test for AI because both sides set up their…
The Golden Path Hypothesis: Reusable Schedules in Diffusion Caching
arXiv:2609.39343v1 Announce Type: new Abstract: Diffusion caching accelerates generation by replacing transformer computation with cached or predicted…
AI News Brief Hourly Summary 2026-10-01 15h : 14 posts
14 posts published in the last hour 12:33Effective Does Not Mean Useful: Conditional Functional Substitutability for Redundancy and Scaling in Transformers 12:33ANI: Adaptive Numerical Injection for Unifying Semantic and Arithmetic Representations in Numerical Reasoning 12:33Fyan: A Human–AI Harness with Semantic…
Effective Does Not Mean Useful: Conditional Functional Substitutability for Redundancy and Scaling in Transformers
arXiv:2609.39259v1 Announce Type: new Abstract: Modern neural networks scale predictably, yet the mechanisms behind these regularities remain unclear.…
ANI: Adaptive Numerical Injection for Unifying Semantic and Arithmetic Representations in Numerical Reasoning
arXiv:2609.39294v1 Announce Type: new Abstract: Precise numerical reasoning with Large Language Models (LLMs) is essential for expanding their…
Fyan: A Human–AI Harness with Semantic Auditing for Document-Level Formalization
arXiv:2609.39228v1 Announce Type: new Abstract: We present FYAN, a human–AI harness for document-level mathematical formalization. Rather than treating…
OpenAI says it stopped a campaign to steal its models’ reasoning, but the trick still worked on Azure
OpenAI says it stopped a coordinated campaign in which more than 15,000 accounts tried to copy the hidden reasoning of its models. The company ties part…
MiniRep: Robust Reputation-Based Aggregation for Multi-Agent Debate
arXiv:2609.39297v1 Announce Type: new Abstract: Autonomous agents powered by large language models (LLMs) are rapidly evolving into an open agentic…
Satlyt, founded by a former Google and SpaceX product manager, raises $8M to run AI on satellites
Satlyt wants to be the Android of orbital computing, offering open software that works on many companies’ satellites, versus SpaceX’s closed, all-in-one…
WorkGenesis: Building the Worlds That Teach Agents to Work
arXiv:2609.39325v1 Announce Type: new Abstract: The ability of Large Language Model (LLM) agents to complete daily and professional work is receiving…