arXiv:2610.13092v1 Announce Type: new Abstract: AI agents depend on repeated decisions to accomplish tasks, with large language models (LLMs) commonly…
Learning to Play Like a Pro: Adaptive Motion Planning and Tracking for Humanoid Robots
This White Paper provides roboticists and control engineers with a comprehensive overview of how motion planning and motion tracking can be decoupled to…
Attention Sees, MLP Refuses: Tracing the Attention-to-MLP Safety Pathway in LLMs
arXiv:2610.13078v1 Announce Type: new Abstract: Safety-aligned large language models (LLMs) remain vulnerable to jailbreaks and can over-refuse benign…
Judge orders OpenAI to turn over hiring records in Apple trade secrets case
A federal judge ruled that Apple can access OpenAI’s interview materials involving former Apple employees, as well as private messages and testimony from…
SWEAR: Section-Wise Efficient Audio Reasoning via Self-Rated Difficulty
arXiv:2610.13081v1 Announce Type: new Abstract: Recent work on large audio-language models (LALMs) explores adaptive reasoning to balance accuracy and…
AI News Brief Hourly Summary 2026-10-13 23h : 15 posts
15 posts published in the last hour 20:32Provenance-Aware Belief Updating in Human-AI Feedback Loops 20:32Hindsight Structured Advice Distillation: Steering Executor Agents with Advisors Trained on Their Failures and Task Characteristics 20:32Scaling Empowered Agents 20:32EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied…
Provenance-Aware Belief Updating in Human-AI Feedback Loops
arXiv:2610.13008v1 Announce Type: new Abstract: In repeated human-AI interaction, a single observation can be quoted, summarized, and returned to a model…
Hindsight Structured Advice Distillation: Steering Executor Agents with Advisors Trained on Their Failures and Task Characteristics
arXiv:2610.13000v1 Announce Type: new Abstract: Language-model agents are used for specialized work such as financial research, healthcare and law. Such…
Scaling Empowered Agents
arXiv:2610.13002v1 Announce Type: new Abstract: Empowerment measures the capacity of an agent to actively control its environment. In this work, we…
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents
arXiv:2610.13021v1 Announce Type: new Abstract: Continual learning requires models to accumulate past experience and transfer it to new tasks. Despite…
Building agents that transact with Anchor Browser and AgentCore payments
Learn how the AWS Generative AI Innovation Center Partner Agent Factory and Anchor Browser built AI agents that autonomously pay for x402-protected web…
Travel Back To Move Forward: Retrospective Exploration and Evolving for Long Horizon Agents
arXiv:2610.13058v1 Announce Type: new Abstract: Large language model agents increasingly operate in long-horizon environments where early mistakes can…
MathVis: Can AI Reason through Drawing? A Benchmark for Mathematical Figure Generation
arXiv:2610.12954v1 Announce Type: new Abstract: This paper introduces MathVis, a benchmark designed to evaluate LLMs’ ability to visualize frontier…
SmartSalesBench: A Resistance-Aware Multi-Turn Benchmark for Evaluating LLM Sales Agents
arXiv:2610.12975v1 Announce Type: new Abstract: We present SmartSalesBench, the first multi-turn conversational benchmark explicitly designed to evaluate…
Deliverance AI puts sovereign AI control to the continuity test
Sovereign AI control is becoming a business continuity issue as autonomous agents take on essential enterprise workflows. Keeping data within national…
Benchmarking Embedding Geometries and Clustering Algorithms for Unsupervised Patent Claim Classification
arXiv:2610.12997v1 Announce Type: new Abstract: Prior-art retrieval systems are structurally organized around classification codes, making cross-code…
Developing Gemini 4 Argon responsibly and safely
This post has no text preview — click the link below to read the original article. This article has been indexed from Google DeepMind News Read the original article: Developing Gemini 4 Argon responsibly and safely
Work2Skill: Capturing Human GUI Experience for Reusable Agent Skill Induction
arXiv:2610.12984v1 Announce Type: new Abstract: Computer-use agents can perform increasingly complex GUI tasks, yet unfamiliar software and workflows…