[anilgulecha]

LLM training is unnecessary in what we're discussing. Merely LLM using: original code -> specs as facts -> specs to tests -> tests to new code.

[microtonal]

It is hard to prove that the model doesn't recognize the tests and reproduces the memoized code. It's not a clean room.