arXiv Artificial IntelligenceHierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses
arXiv:2608.08466v1 Announce Type: new Abstract: Modern LLM agents are often improved by modifying prompts…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceWhat Keeps Agent Skills from Being Reusable? Evidence from 138K SKILL.md Files
arXiv:2608.08453v1 Announce Type: new Abstract: Under the current standard, Agent Skills are SKILL.md files…
arXiv Artificial IntelligenceForgotten History or Test-of-Time? Retrospect and Prospect on RAG from an IR Perspective
arXiv:2608.08445v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) is widely regarded as a…
arXiv Artificial IntelligenceEstimating Uncertainty in Galaxy Morphology Classification
arXiv:2608.08398v1 Announce Type: new Abstract: Astronomers classify galaxy morphology to investigate cosmic…
arXiv Artificial IntelligenceCAP: A Scalable Benchmark for Evaluating Cross-Site Browser Agents with Complex Actions and Perception
arXiv:2608.08392v1 Announce Type: new Abstract: Large language models are increasingly deployed as autonomous…
arXiv Artificial IntelligenceLLMVisor: 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…
arXiv Artificial IntelligenceQuery-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…
arXiv Artificial IntelligenceMitigating Over-Personalization in LLMs via Structured Memory
arXiv:2608.08300v1 Announce Type: new Abstract: Conversational assistants increasingly rely on persistent…
arXiv Artificial IntelligenceFair 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…
arXiv Artificial IntelligenceExploring 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…
arXiv Artificial IntelligenceOBLIVION: Workflow-Level Operational Skill Unlearning for Deployed Agents
arXiv:2608.08264v1 Announce Type: new Abstract: Large language model agents are becoming operational…
arXiv Artificial IntelligenceYour Prompt Is Not the Only Prompt: How Much Do LLMs Weight Structured-Output Schema Descriptions?
arXiv:2608.08254v1 Announce Type: new Abstract: Structured output, where an LLM populates a predefined JSON…
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