I tried to break weight programming

A blog post by flecart tests the "weight programming" claim, in which LLMs such as Astra write programs directly into network weights. The author replicated Astra's Breakout result, showing it compiles a roughly 10-line policy into weights, and found that reasoning length grows sub-exponentially with decoding difficulty before the model…