Show HN: Hardwired - turn JS into a neural net (chenglou.me)

A new tool called Hardwired has been introduced that enables developers to convert standard JavaScript code into a neural network without the need for traditional training processes. This transition is significant for the AI and machine learning community, as it allows complex JavaScript applications to operate as fully differentiable models that can run directly in a browser, making AI accessible even without specialized hardware like GPUs. Key technical features of Hardwired include the ability to compile JavaScript into WebGPU kernels, facilitating massive parallel processing capabilities. One notable demo presented is a "Mini OS," a fully functional desktop environment that integrates advanced functionalities such as animation and user interactions, all rendered through the regular Document Object Model (DOM). Moreover, the system enables dynamic real-time weight adjustments, allowing for the alteration of a compiled program's weights on-the-fly and facilitating high-efficiency search operations over large datasets, such as 100,000 JSON documents. This innovative approach highlights a new frontier in merging web development with AI capabilities, potentially reshaping how developers approach both fields.