AI读报(20250706),高效了解最新的AI知识

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根据2025年7月6日arXiv最新发布的与agent（智能代理）相关的技术报告，结合多个来源信息，以下是筛选并排序的前10条最新论文及其内容总结，供您参考：\x0a1. Establishing Best Practices for Building Rigorous Agentic Benchmarks (arXiv:2507.02825)\x0a2. SynapseRoute: An Auto-Route Switching Framework on Dual-State Large Language Model (arXiv:2507.02822)\x0a3. State and Memory is All You Need for Robust and Reliable AI Agents (arXiv:2507.00081)\x0a4. Twill: Scheduling Compound AI Systems on Heterogeneous Mobile Edge Platforms (arXiv:2507.00491)\x0a5. Multi-Agent Reinforcement Learning for Dynamic Pricing in Supply Chains: Benchmarking Strategic Agent Behaviours under Realistically Simulated Market Conditions (arXiv:2507.02698)