"2026年8月,AI Agent 协议战尘埃落定。MCP、A2A、Agent Plugins 三层分化已成定局。本文拆解三层架构的边界、意义,以及开发者下一步真正的机会在哪里。"
"Agent 协议栈三层分化:MCP 管工具、A2A 管协作、Agent Plugins 管分发"
"2026年8月,AI Agent 协议战尘埃落定。MCP、A2A、Agent Plugins 三层分化已成定局。本文拆解三层架构的边界、意义,以及开发者下一步真正的机会在哪里。"
In the previous parts, we connected Spring AI with cloud-based AI models. But there is one important...
Hallucinations are mathematically inevitable in LLMs. Here's why self-correcting agent architectures and human-in-the-loop governance are the only realistic path to production trus...
Instruction fine‑tuning inflates verbalized confidence while leaving predictive accuracy unchanged,...