arXiv:2610.16191v1 Announce Type: new Abstract: A model may select the correct answer yet fail to construct it through a sequence of local decisions. We…
ProCARE: Real-World Study Automation via Profile-Grounded Evidence Contracts
arXiv:2610.16175v1 Announce Type: new Abstract: Real-world studies (RWS) analyze routinely collected healthcare data, such as electronic health records…
Anthropic Makes Code Review for Claude Code Generally Available
Anthropic made Code Review, the multi-agent pull-request review system for Claude Code, generally available to Claude Team and Enterprise organizations on…
Uncovering Robustness Weaknesses in LLM Agents via Persona Evolution with Task-Integrity Constraints
arXiv:2610.16155v1 Announce Type: new Abstract: Interactive-agent evaluations commonly rely on standardized LLM-based user simulators that exhibit broadly…
Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint
This post has no text preview — click the link below to read the original article. This article has been indexed from Hugging Face – Blog Read the original article: Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint
Interactive 4D Volumetric Liquid Forecasting under Moving-Solid Interaction
arXiv:2610.16167v1 Announce Type: new Abstract: We propose the task of Interactive 4D Volumetric Liquid Forecasting: predicting the spatiotemporal…
AI News Brief Hourly Summary 2026-10-15 23h : 15 posts
15 posts published in the last hour 20:33Imitation Holds a Key to Evolution: Localized Repair and Verified Skill Acquisition for Adaptive Agents 20:32Phantom Merge: When Your Large Language Model Agents Pick One but Tell You About Another 20:32Pollard: Governed Semantic…
Imitation Holds a Key to Evolution: Localized Repair and Verified Skill Acquisition for Adaptive Agents
arXiv:2610.16125v1 Announce Type: new Abstract: An agent can retain successful trajectories without learning which part of an experience should repair a…
Phantom Merge: When Your Large Language Model Agents Pick One but Tell You About Another
arXiv:2610.16141v1 Announce Type: new Abstract: LLM agents increasingly operate over multiple entities, where reliable response generation requires not…
Pollard: Governed Semantic Execution Trees for Framework-Independent AI Agent Control and Replay
arXiv:2610.16145v1 Announce Type: new Abstract: Agent frameworks can persist checkpoints, trace tool calls, and limit resource use, but these facilities…
Meta launches an open-weight AI model that runs on Macs
Meta and Apple have teamed up for the launch of the social media giant’s newest model, Muse Spark Open, which will run locally on Apple silicon.
Beyond Perfect Teammates: Multi-Agent Collaboration with Unreliable Colleagues
arXiv:2610.16117v2 Announce Type: new Abstract: LLM-based multi-agent collaboration is increasingly used to solve complex tasks by dividing work among…
Bluesky’s Attie Launches Site Builder for Small Social Apps and Games
Bluesky’s Attie, the AI building tool the company introduced earlier in 2026, announced a site builder on October 15, 2026, giving users a way to create…
Large Language Model Assisted Transportation Planning through a Differentiable User Equilibrium Layer
arXiv:2610.16140v1 Announce Type: new Abstract: Transportation planning has traditionally required substantial expertise in network modeling, traffic…
Heterogeneous Agentic Coevolution
arXiv:2610.16078v1 Announce Type: new Abstract: Recent advances in self-improving LLM agents have demonstrated the potential of AI systems that drive…
The Sharp Directions Are Against You: Curvature Analysis of Activation Steering
arXiv:2610.16084v1 Announce Type: new Abstract: Activation steering adds a vector to a language model’s internal representations at inference time. It is…
Constructed regional photovoltaic generation fields improve ultra-short-term distributed solar forecasting
arXiv:2610.16110v1 Announce Type: new Abstract: Ultra-short-term forecasting of densely distributed photovoltaic (PV) systems remains challenging because…
Amazon devices chief Panos Panay sees a future where AI devices replace the need to use apps
Speaking at TechCrunch Disrupt, Amazon devices chief Panos Panay described a future where ambient AI devices work in the background, anticipating users’…