arXiv:2608.21209v1 Announce Type: new Abstract: The rise of agentic AI enables LLMs to access diverse user data, raising critical privacy concerns. Prior…
Author: script
CellPath-Bench: A Multidimensional Benchmark for Whole-Slide Cellular Representations in Pathology Foundation Models
arXiv:2608.21060v1 Announce Type: new Abstract: Pathology foundation models (PFMs) are increasingly used as general-purpose backbones, yet existing…
Can Legal AI Know When It Is Wrong? And Do Students Know When It Is?
arXiv:2608.21089v1 Announce Type: new Abstract: Integrating Large Language Models (LLMs) into the Indian judiciary promises access to justice but…
When Trust Meets Truth: Trust-Truth Separability in LLM-as-Judge
arXiv:2608.21097v1 Announce Type: new Abstract: LLM-as-Judge systems can produce multi-dimensional evaluations, such as trustworthiness, reliability, and…
XPENG Robotics Raises $900M+ First Round at $6.3B+ Valuation
XPENG’s robotics business has entered share purchase agreements with investors to raise more than US$900 million at a post-money valuation above US$6.3…
Large Language Models at the Intersection of Software Engineering and Software Security:An Evidence-Centered Structured Survey and Research Agenda
arXiv:2608.21107v1 Announce Type: new Abstract: Large Language Models (LLMs) are moving from code completion toward repository-scale agents that retrieve…
Kids outlearn AI—and we still don’t know why
People have been talking to each other for at least 100,000 years, as best we can tell. And in all that time, there has been only one thing in the world…
ReFrame: Evidence-Guided Test-Time Safety Alignment in Multimodal Large Language Models
arXiv:2608.21100v1 Announce Type: new Abstract: While multimodal large language models (MLLMs) extend model capabilities beyond text, they also make…
AI News Brief Hourly Summary 2026-08-24 13h : 14 posts
14 posts published in the last hour 10:33Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts 10:33Don’t Solve, Just Compare: Tiny Advisors for Runtime Intervention in LLM Agents 10:33Belief Without Behavior: Measuring the Translation of Theory of Mind into…
Socialized Division and Collaboration: Rethinking Class-Incremental Learning under Optimization Conflicts
arXiv:2608.21044v1 Announce Type: new Abstract: Class-incremental learning is commonly instantiated as a single-model paradigm, where a unified model…