A fact I recently learnedI recently finished reading a book on automata, and according to that book, Turing machines, lambda calculus, and recursive functions all have the same computational ...
Can AI decide what mathematics is worth pursuing next? Solving a problem is one kind of intelligence. Choosing the next worthwhile problem is another. This project explores that second frontier.
Prompt Engineering 是大模型应用落地的核心工程能力,其本质是设计人机协同的接口协议。理解模型底层的 prompt 解析机制(如 attention mask 分区、tool call 校验流程)是实现精准输出的前提。DeepSeek 系列因双通道 attention 和强 schema 校验机制,对结构化指令高度敏感,显著区别于 Llama 等通用模型。技术 ...
文章浏览阅读42次。Codex并非可下载的独立模型,而是GitHub Copilot背后代码生成能力的技术代号;其核心是代码专精大语言模型在本地环境中的推理与集成。理解这一概念,是掌握LLM本地化部署的关键起点——它涉及模型选型、量化压缩、API服务封装及IDE插件协同等完整技术链路。当前主流方案聚焦于 ...
$$\begin{array}{l}\mathrm{Forwards}\,\mathrm{confusion}=(\mathrm{Backwards}\,\mathrm{energy}-\mathrm{Forwards}\,\mathrm{energ ...
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