arXiv:2610.41044v1 Announce Type: new Abstract: The use of large language models (LLMs) to coordinate multi-agent teams raises a fundamental architectural…
ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay
arXiv:2610.41025v1 Announce Type: new Abstract: When a language-model agent fails a multi-step task, can another model find the decisive mistake and fix…
Can Personal Requirements Become Supervision for Planning?
arXiv:2610.40992v1 Announce Type: new Abstract: Managing multiple chronic conditions through diet requires satisfying disease- and medication-specific…
Violet Teaming in Practice: Lessons from a Pilot Expert Workshop on Governing Complex AI Systems
arXiv:2610.41018v1 Announce Type: new Abstract: Violet teaming has been proposed as a method to integrate technical, policy, and societal considerations…
ADNOC Signs Multi-Year Deal With OpenAI and G42 to Deploy Frontier AI
Abu Dhabi’s ADNOC announced a multi-year partnership with OpenAI and G42 at ADIPEC on November 2, 2026, saying the agreement makes it the first energy…
Capability-Grounded Agentic Planning
arXiv:2610.41040v1 Announce Type: new Abstract: LLM agents serve natural-language requests through tools, data sources, and other agents, and even simple…
P-ContextBench: From Personal Fact Recall to Personalized Agent Behavior
arXiv:2610.40959v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used for personal tasks, yet evaluating their safe use of…
Opening the Box Changes the Cat: LLMs Detect Chain-of-Thought Monitoring – What now?
arXiv:2610.40946v1 Announce Type: new Abstract: Chain-of-thought (CoT) reasoning allows large language models (LLMs) to generate intermediate reasoning…
The psychophysics of affect in large language models
arXiv:2610.40985v1 Announce Type: new Abstract: Good decisions often require considering how outcomes will feel. Yet large language models (LLMs)…
Nedimo: An Evidence-Grounded Multilingual Pipeline for AI-Generated Sleep Stories
arXiv:2610.40970v1 Announce Type: new Abstract: Generative audio systems can produce large libraries of personalized bedtime content, but ordinary media…
Benchmarking Forecasting Agents on Yesterday’s Tomorrows
arXiv:2610.40940v1 Announce Type: new Abstract: Digital agents can now gather and organize information, reason over it, and use tools to complete complex…
AI News Brief Hourly Summary 2026-11-02 08h : 12 posts
12 posts published in the last hour 06:34Agentic World Modeling for Agent Test-time Scaling without Environment Replica 06:34Towards Portable Specification of the Agent Harness 06:33Does Recursive Knowledge Construction Help Agents Verify Consensus Claims in Science? 06:33The First Few Tokens Matter:…
Agentic World Modeling for Agent Test-time Scaling without Environment Replica
arXiv:2610.40927v1 Announce Type: new Abstract: Test-time scaling (TTS) improves large language model agents by sampling and selecting among multiple…
Towards Portable Specification of the Agent Harness
arXiv:2610.40917v1 Announce Type: new Abstract: Large language models act only through the infrastructure that surrounds them. That infrastructure, the…
Does Recursive Knowledge Construction Help Agents Verify Consensus Claims in Science?
arXiv:2610.40906v1 Announce Type: new Abstract: Recent scientific agents build knowledge recursively by retrieving evidence, constructing an intermediate…
The First Few Tokens Matter: Understanding Chain-of-Thought Controllability
arXiv:2610.40939v1 Announce Type: new Abstract: Chain-of-thought (CoT) monitoring is a promising way to oversee increasingly capable agents. It succeeds…
OpenAI Sets Shared ChatGPT and Codex Usage Allowance for December
OpenAI will move Plus, Pro, and Business subscribers to a single usage allowance shared across ChatGPT and Codex starting in December 2026, according to a…
DiRAFT: Privacy-Aware Financial Transcript Synthesis from Aggregate Discourse Priors
arXiv:2610.40938v1 Announce Type: new Abstract: Using customer conversations to train and evaluate financial language models raises confidentiality…