why do you need to debug it? or, why do you need to debug it?

my crazy thoughts, which I am open to being wrong about:

this is still the old way of thinking. generative AI is a probability function—the results exist in a probability space. we expect to find a result at a specific point in that space, but we don't know the inputs to achieve it until it is solved. catch 22.

instead, we must embrace the chaos by building attractors in the system, and pruning results that stray too far from the boundaries we set. we should focus only on macro-level results, not the code. multiple solutions existing at any given time. if anything is "debugging", it is a generative AI agent.