arXiv:2608.13612v1 Announce Type: new Abstract: Natural-language interfaces to enterprise data must translate underspecified requests into governed,…
MobileMem: Learning from a Year of Mobile Experiences
arXiv:2608.13606v1 Announce Type: new Abstract: The next generation of AI agents is increasingly moving beyond systems that answer isolated questions…
No Universal Signal Predicts Sample-Level LLM Regression under Version Updates
arXiv:2608.13607v1 Announce Type: new Abstract: Frontier LLMs are updated frequently and typically outperform their predecessors in aggregate. But…
How Compliant is Sepsis Treatment? An Expert-Guided Neuro-symbolic Pipeline for Generating Clinical Compliance Insights
arXiv:2608.13617v1 Announce Type: new Abstract: Verifying whether clinical care follows evidence-based protocols is a natural neuro-symbolic problem, yet…
AI News Brief Hourly Summary 2026-08-17 07h : 10 posts
10 posts published in the last hour 04:32Cross-Disciplinary Taxonomy and Modeling of Misunderstanding Generation, Amplification, and Detection, from Pragmatics to AI Agents 04:32AI Evaluation Should Work With Humans 04:32Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors…
Cross-Disciplinary Taxonomy and Modeling of Misunderstanding Generation, Amplification, and Detection, from Pragmatics to AI Agents
arXiv:2608.13604v1 Announce Type: new Abstract: Detection of misunderstanding is an urgent problem to solve because communication has moved away from…
AI Evaluation Should Work With Humans
arXiv:2608.13577v1 Announce Type: new Abstract: This position paper argues that the dominant paradigm of AI evaluation (which focuses on superhuman…
Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
arXiv:2608.13591v1 Announce Type: new Abstract: High-confidence errors in large language models are often treated as evidence of fragile internal…
Active Perception for Embodied Disambiguation
arXiv:2608.13605v1 Announce Type: new Abstract: Natural language provides robots with a flexible task interface, but target ambiguity in embodied…
Measuring Cross-Task Behavioral Consistency in Language Model Agents
arXiv:2608.13598v1 Announce Type: new Abstract: Agent evaluation relies almost entirely on outcome metrics such as success rate, which capture whether an…
Modular Cognitive Architecture Emerges in Large Language Models
arXiv:2608.13567v1 Announce Type: new Abstract: The human brain exhibits a striking degree of functional specialization, with distinct networks supporting…
Inducing Reward-Free Judging Rubrics that Reduce Over-Crediting in Agent Evaluation
arXiv:2608.13564v1 Announce Type: new Abstract: Evaluating language-model agents at scale increasingly relies on a second language model as an automatic…
Agentao: A Governed Local-First Runtime for Tool-Using LLM Agents
arXiv:2608.13574v1 Announce Type: new Abstract: LLM agents increasingly operate as execution systems that invoke tools, modify local state, use persistent…
A Year in LLM Serving: Workload Evolution, Caching and Load-Balancing
arXiv:2608.13573v1 Announce Type: new Abstract: Large Language Model (LLM) serving has become a critical cloud workload, and realistic traces are…
Depth-Aware Sensitivity Analysis of Mixture-of-Experts Models via Magnitude-Based Expert Masking
arXiv:2608.13565v1 Announce Type: new Abstract: Mixture-of-Experts (MoE) architectures scale large language models (LLMs) while preserving computational…
Anthropic Outage Disrupts Claude Services, Fix Deployed After Login Failures
Anthropic took its flagship Claude services offline for roughly 36 minutes on August 16, 2026, after an issue that began with users unable to authenticate…
AI News Brief Hourly Summary 2026-08-17 00h : 4 posts
4 posts published in the last hour 21:59AI News Brief Weekly Summary 33 21:55AI News Brief Daily Summary 2026-08-16 21:02Why people aren’t buying Mark Zuckerberg’s AI future 21:02Stripe will reportedly acquire AI gateway startup OpenRouter for $7B+
AI News Brief Weekly Summary 33
200 posts published this week 21:55AI News Brief Daily Summary 2026-08-16 21:02Why people aren’t buying Mark Zuckerberg’s AI future 21:02Stripe will reportedly acquire AI gateway startup OpenRouter for $7B+ 17:02Anthropic CEO says AI backlash is ‘fundamentally a crisis of trust’…