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Simon Willison · 2026/8/4 17:15:33
llm 0.32
AI 中文解读
llm 0.32版本正式发布，这次更新给命令行工具装上了"深度思考"能力。它新增了推理痕迹功能，让AI在给出答案时展示详细思考过程，就像老师解题时写下每一步推导，不再只是甩一个冷冰冰的结果。同时，它支持更先进的OpenAI响应接口，还能直接调用服务器端工具，配合更聪明的日志记录，让开发者从命令行操作AI模型变得前所未有的顺手。
这对普通用户来说，最直观的变化就是AI的回答变得更可靠、更透明。以前用AI工具遇到不明白的结果只能干瞪眼，现在能清楚看到它"脑子里"经历了什么。更智能的日志记录也意味着，当AI出错时，我们能更快找出问题所在。虽然这个工具主要面向开发者和技术爱好者，但它的进步预示着未来我们用的AI应用会更快、更稳定、答案更有说服力。想象一下，以后用AI辅助学习办公时，它不仅能告诉你答案，还能像导师一样一步步讲明白思路，学习体验会提升一大截。
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4th August 2026
Release
llm 0.32
— Access large language models from the command-line
See my detailed blog post about this release.
Posted 4th August 2026 at 5:15 pm
Recent articles
New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging - 4th August 2026
Stateless MCP has recaptured my interest (and inspired mcp-explorer and datasette-mcp) - 31st July 2026
OpenAI’s accidental cyberattack against Hugging Face is science fiction that happened - 22nd July 2026
This is a beat by Simon Willison, posted on 4th August 2026.
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