模型精选

模型与工具设计协同

精选理由

Perplexity AI的Portable系统,让小型模型也能在强大工具中运行,与MCP服务器不同,更紧凑实用。

小型模型在为前沿模型构建的工具中失效。Portable系统采用最小化提示、按需加载技能、紧凑的CLI工具连接器、自我验证和始终开启的沙盒环境。

原文 · Perplexity

The model and harness are designed together because small models fail in harnesses built for frontier models. Portable is a minimal system prompt, skills that load on demand, connectors as compact CLI tools instead of MCP servers, self-verification, and an always-on sandbox. 💬 2 🔄 0 ❤️ 17 👀 1721 📊 4 ⚡