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Handwired 是一个趣味项目，可将普通 JavaScript 代码转换为神经网络，无需训练即可获得与原程序完全一致的输出，并且完全可微，全部在浏览器中运行，无需 GPU。
A research project presenting a GUI harness that allows users or LLMs to build complex applications using simple vector graphics functions, featuring integrated code execution, history management, and support for multiple open-weight LLMs.
Twin is an open-source research project that aims to give AI systems continuous, cumulative understanding by correlating events and building reusable situation models, rather than reconstructing context from scratch each conversation. A demonstration shows Claude Sonnet 4.6 using Twin's MCP server to answer questions about a project without any custom memory or local files.