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…
Making AI-Generated Feedback Matter: From Provision to Student Enactment
arXiv:2608.11625v1 Announce Type: new Abstract: Feedback processes strongly influence student learning, yet their educational value depends on addressing…
FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents
arXiv:2608.11683v1 Announce Type: new Abstract: AI agents are increasingly deployed for professional investment research, yet no benchmark captures the…
CLAIM: Leading Open-domain Active Clarification of Large Language Models with Uncertainty Measurement
arXiv:2608.11631v1 Announce Type: new Abstract: In open-domain human-computer interaction scenarios, large language models (LLMs) frequently encounter…
AgenticTwin: An Agentic LLM Framework Integrated with Digital Twin for Anomaly Detection
arXiv:2608.11679v1 Announce Type: new Abstract: Digital twins are increasingly used to monitor and simulate the behavior of cyber-physical systems. Even…
AI News Brief Hourly Summary 2026-08-13 11h : 12 posts
12 posts were published in the last hour 8:32 : Foresight Without Seeing: Latent Futures for World Action Models 8:32 : EnterpriseRAG: Benchmarking LLM Instruction Adherence and Robustness under Non-Ideal Enterprise Retrieval 8:32 : CoAdapt-GUI: Joint Workflow Context and Policy…
Foresight Without Seeing: Latent Futures for World Action Models
arXiv:2608.11605v1 Announce Type: new Abstract: World Action Models (WAMs) couple future visual prediction with robot action generation, enabling policies…