Sources

Sources

• SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution — arXiv cs.AI
• WorkflowGen:an adaptive workflow generation mechanism driven by trajectory experience — arXiv cs.AI
• EvoAgent: An Evolvable Agent Framework with Skill Learning and Multi-Agent Delegation — arXiv cs.AI
• Self-Describing Structured Data with Dual-Layer Guidance: A Lightweight Alternative to RAG for Precision Retrieval in Large-Scale LLM Knowledge Navigation — arXiv cs.AI
• From Signal Degradation to Computation Collapse: Uncovering the Two Failure Modes of LLM Quantization — arXiv cs.AI
• If you're waiting for a sign... that might not be it! Mitigating Trust Boundary Confusion from Visual Injections on Vision-Language Agentic Systems — arXiv cs.AI