arXiv Artificial IntelligenceUnderstanding Calibration and Truncation Error Propagation in Training-Free Low-Rank Compression for LLMs
arXiv:2608.08506v1 Announce Type: new Abstract: Training-free low-rank compression frameworks have been…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMathShikkha: A Controlled Study of Answer-Only and Chain-of-Thought Supervision for Bangla Mathematical Reasoning in Small Language Models
arXiv:2608.08503v1 Announce Type: new Abstract: Mathematical reasoning remains challenging in low-resource…
arXiv Artificial IntelligenceTrustRoboReward: Preference-Ordered Isotonic Score Editing for Multi-Paradigm Robot Reward Models
arXiv:2608.08491v1 Announce Type: new Abstract: Reward models are a bottleneck for reinforcement learning in…
arXiv Artificial IntelligenceHoloAegis: Frozen Representation, Topological Inference: Minimally Parametric Safety Manifolds for Zero-Shot LLM Guardrails
arXiv:2608.08485v1 Announce Type: new Abstract: Current LLM safety guardrails face a fundamental tension…
arXiv Artificial IntelligenceYesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production
arXiv:2608.08471v1 Announce Type: new Abstract: Deployed LLM safety guardrails are predominantly static…
arXiv Artificial IntelligenceAero Realtime: Fully Aligned Input-Output Streams for Low-Latency Streaming Multimodal Generation
arXiv:2608.08469v1 Announce Type: new Abstract: Existing streaming multimodal models process observations…
arXiv Artificial IntelligenceLLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs
arXiv:2608.08467v1 Announce Type: new Abstract: The Model Context Protocol (MCP) standardizes how servers…
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…
arXiv 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…
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