Agent Systems
2026
9
- From Black-Box Predictors to Traceable Medical Agents: The Future of Medical AI
- Behavior Auditing and Behavior Decoding: From Reward to Agent Observability
- AEnvironment: Why Agent Development Needs an Interaction Environment Layer
- From MCP to Agent Skills: Why Agents Need a New Context Engineering Protocol
- From RL Agents to LLM Agents: Paradigm Shift and Uncertainty Modeling After The Second Half
- The Evolution of LLM Tool Use: From Toolformer to ToolLLM
- From Agent Cognitive Architecture to Agent Frameworks
- Making Agents Practical: Structured Output and Constrained Decoding for LLMs
- MCP (Model Context Protocol)
2025
1