arXiv:2610.02793v1 Announce Type: new Abstract: Research on LLMs continually uncovers model limitations, their causes, and potential solutions. Yet these…
Dynamic LLM Routers are Often Misguided
arXiv:2610.02762v1 Announce Type: new Abstract: Dynamic LLM routers promise to cut inference costs by sending each query to the cheapest model that can…
Law And Order: Tax Law Autoformalization
arXiv:2610.02792v1 Announce Type: new Abstract: Legal systems are increasingly implemented through software, yet scalable methods for translating legal…
On the Chain-of-Thought Monitorability of Looped Language Models
arXiv:2610.02741v1 Announce Type: new Abstract: Chain-of-thought (CoT) monitoring provides a promising approach for detecting undesirable model behavior.…
atNorth Plans FIN05 Data Center in Salo, Finland with Path to 230 MW
Nordic data center operator atNorth on October 5, 2026 announced plans to develop FIN05, a new data center in Salo, Finland. The company expects to invest…
Modeling Shared and Individual Structure for Cross-Subject Continuous Affect Regression from EEG-fNIRS
arXiv:2610.02796v1 Announce Type: new Abstract: Continuous, second-by-second valence-arousal estimation from physiological signals is typically studied in…
AI News Brief Hourly Summary 2026-10-05 11h : 13 posts
13 posts published in the last hour 08:33Label-Efficient Time Series Classification at Scale: A Dual-Stream OSSE-LSTM with Counterfactual Attribution 08:33Learning to Revise Reasoning with Segment-wise On-Policy Distillation 08:33Large language models exhibit unreliable updating of clinical judgment as patient evidence evolves…
Label-Efficient Time Series Classification at Scale: A Dual-Stream OSSE-LSTM with Counterfactual Attribution
arXiv:2610.02704v1 Announce Type: new Abstract: Time series are produced continuously at enormous scale by industrial equipment, wearables, power grids,…
Learning to Revise Reasoning with Segment-wise On-Policy Distillation
arXiv:2610.02703v1 Announce Type: new Abstract: On-policy distillation (OPD) improves large language model reasoning by training students on their own…
Large language models exhibit unreliable updating of clinical judgment as patient evidence evolves
arXiv:2610.02684v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly explored for clinical reasoning, but whether they…
People really hate AI, so why can’t they get enough?
Over the summer I talked to the CEO of Springboards, a startup building an LLM that’s designed to come up with a wider variety of responses than its…
Ego2World: Compiling Egocentric Cooking Videos into Executable Worlds for Belief-State Planning
arXiv:2610.02715v1 Announce Type: new Abstract: Egocentric videos capture how people carry out everyday activities, yet testing an agent requires…
Yandex Introduces Sona: A Single Generative Recommender That Replaces Entire Recommendation Cascade
One transformer ran candidate generation and ranking in Yandex Music’s A/B test without hand-engineered features, lifting likes 11.42%.
Decoupling Memory from Context: Structured Memory for Token-Efficient Test-Time Continual Learning
arXiv:2610.02687v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed in enterprise, scientific, and medical…
DataWeave: Deploying Human-LLM Analytics for Exploratory Structured Data Analysis
arXiv:2610.02679v1 Announce Type: new Abstract: Data journalism, the practice of using data analysis to surface newsworthy stories, depends increasingly…
A GHOST in Long-Horizon Agents: Governance Hazard from Overlooked Safety Constraints across Turns
arXiv:2610.02664v1 Announce Type: new Abstract: Long-horizon agents are now playing an increasingly significant role in assisting humans with complex…
Coherence-Driven Belief Formation and Population Dynamics of Contagion in LLM Agents
arXiv:2610.02654v1 Announce Type: new Abstract: Models of social contagion usually assume how individuals adopt beliefs and derive population behavior…
Spend Teacher Tokens Where They Matter: Success-Referenced On-Policy Distillation
arXiv:2610.02678v1 Announce Type: new Abstract: On-policy distillation (OPD) combines student-generated rollouts with dense token-level supervision from a…