Define the constraints, enable the discovery. Nobody wants to optimize a nonlinear function that hallucinates with each gradient descent step.
“The most powerful technique I've discovered is having the AI generate tests before implementations. This creates a stable foundation in an otherwise ephemeral process.” https://ctosub.com/p/the-ctos-ephemeral-approach?utm_campaign=post&triedRedirect=true