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ProgramAsWeights is a tool from the University of Waterloo that lets users describe AI functions in English, compile them into LoRA adapters, and run them locally on CPU using a shared base model for offline execution without API calls.
A blog post argues that Claude (an AI model) is not a compiler but is better, as it works across abstraction layers like humans do, contrasting with the traditional layered view of software development.