arXiv:2608.12036v1 Announce Type: new Abstract: AI models have achieved remarkable success across diverse domains, yet the mechanisms underlying their…
CTBench: Evaluating Troubleshooting Capabilities of AI Agents in Realistic Telecom Network Operations
arXiv:2608.12002v1 Announce Type: new Abstract: Agents are increasingly considered for automating network operations and maintenance, where engineers must…
Anthropic brings Claude Cowork to its Chrome extension, adding skills and plugins to the browser
Claude Cowork now runs directly in the side panel of Anthropic’s Chrome extension. The article Anthropic brings Claude Cowork to its Chrome extension,…
Retry, Switch, or Abstain? Learning Strategy-Aware Tool-Use Policies via Controlled Error Injection
arXiv:2608.11977v1 Announce Type: new Abstract: Tool-using LLM agents are commonly trained and evaluated in environments where tool calls succeed…
OEIS Open: How many conjectures can language models turn into theorems?
arXiv:2608.11941v1 Announce Type: new Abstract: We construct OEIS Open, a benchmark based on 492 open mathematical conjectures from the OEIS, formalized…
The Sleeping Agent: What Gist-Based Context Compression Loses and Why
arXiv:2608.11775v1 Announce Type: new Abstract: Gist-based context compression—summarising older conversation history into compact representations—is…
ExRole: From Team Trajectories to Executable Roles in Multi-Agent Language Models
arXiv:2608.11949v1 Announce Type: new Abstract: Roles provide an interpretable interface for organizing language-model agents, yet most multi-agent…
Policy-as-logic for robust reasoning over rules
arXiv:2608.11905v1 Announce Type: new Abstract: In many practical applications of generative AI systems, from tax rules to airline baggage allowance,…
Agent Skills Can Be Harmful: An Empirical Study of Skill-Induced Failures in LLM Agents
arXiv:2608.11888v1 Announce Type: new Abstract: Agent skills are the de facto mechanism for extending LLM agents with reusable guidance. A skill can shape…
AI News Brief Hourly Summary 2026-08-13 12h : 13 posts
13 posts were published in the last hour 9:32 : Proportional Analogies on Probability Distributions via Bayesian Updating 9:32 : HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting 9:32 : Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents…
Proportional Analogies on Probability Distributions via Bayesian Updating
arXiv:2608.11724v1 Announce Type: new Abstract: Analogies are quaternary relations of the form “A is to B as C is to D”. Among the various formalizations…
HUGIN: Enhancing Vision-Language Planning for Autonomous Logistics Sorting
arXiv:2608.11692v1 Announce Type: new Abstract: Autonomous logistics sorting systems (ALSS) are an important industrial application of embodied AI, which…
Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents
arXiv:2608.11727v1 Announce Type: new Abstract: When a coding agent obeys a rule, it may simply have been going to do that anyway. Existing…
How kids feel about AI, in their own words
When we set out to talk to kids about artificial intelligence, we thought we knew what we’d hear. We expected some to tell us they were using it to cheat…
HyperANFIS: Enhancing Rule Representation and Interpretability in Adaptive Neuro-Fuzzy Systems via Hyperbolic Geometry
arXiv:2608.11768v1 Announce Type: new Abstract: The adaptive neuro-fuzzy inference system (ANFIS) is an interpretable reasoning framework capable of…
Okta targets AI agent token costs with MCP scoping
Okta says identity-scoped Model Context Protocol (MCP) tool lists can reduce AI agent token costs. Each model call made by an AI agent can include…
Making Your LLMs More Objective: Stabilizing LLM Safety Behavior Across Traits with Trait-Invariant Safety Tuning
arXiv:2608.11705v1 Announce Type: new Abstract: Aligned large language models (LLMs) are expected to exhibit safety behavior based on the content of the…
XBridge: Entity-Grounded Latent Bridge for Heterogeneous LLM Communication
arXiv:2608.11676v1 Announce Type: new Abstract: Heterogeneous multi-agent LLM systems, where agents are powered by different model families, can…