arXiv:2608.08392v1 Announce Type: new Abstract: Large language models are increasingly deployed as autonomous agents that interact with the web through…
Author: script
AI News Brief Hourly Summary 2026-08-11 16h : 15 posts
15 posts were published in the last hour 13:33 : LLMVisor: A Real-Time Latency Attribution Model for Multi-Tenant LLM Serving 13:33 : Query-Only Backdoor Attacks on Self-Evolving Skills via Trajectory Poisoning 13:33 : Mitigating Over-Personalization in LLMs via Structured Memory…
LLMVisor: A Real-Time Latency Attribution Model for Multi-Tenant LLM Serving
arXiv:2608.08382v1 Announce Type: new Abstract: As LLM inference shifts to multi-tenant GPU clusters, co-batching improves throughput but obscures…
Query-Only Backdoor Attacks on Self-Evolving Skills via Trajectory Poisoning
arXiv:2608.08303v1 Announce Type: new Abstract: Agentic skills improve large language model (LLM) agents by encoding reusable procedures for complex…
Mitigating Over-Personalization in LLMs via Structured Memory
arXiv:2608.08300v1 Announce Type: new Abstract: Conversational assistants increasingly rely on persistent long-term memory to personalize responses across…
Fair on the Surface? Benchmarking Hidden-Output Fairness Gaps in LLM Recommenders
arXiv:2608.08284v1 Announce Type: new Abstract: Fairness audits for LLM-based recommenders have largely focused on observable outputs, implicitly assuming…
Spotify will label ‘AI Persona’ profiles and exclude their music from recommendations
Spotify is introducing “AI Persona” labels for artist profiles that represent AI-generated identities and will exclude their music from editorial,…
StructReward: Efficient Structured Process Rewards for Self-Correcting Multimodal Reasoning
arXiv:2608.08326v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has emerged as an effective approach for improving…
Exploring LLM Capabilities for Situational Understanding and COLREG compliance on real-world maritime navigation scenarios
arXiv:2608.08281v1 Announce Type: new Abstract: Recently, Large Language Models (LLMs) have shown considerable capability for situational understanding,…
OBLIVION: Workflow-Level Operational Skill Unlearning for Deployed Agents
arXiv:2608.08264v1 Announce Type: new Abstract: Large language model agents are becoming operational interfaces to files, memories, registries, and…