A "weight" is just a form of heuristic. Regression is literally built in to the LLM at a fundamental level. Re-weighting a model will always regress other weights. One slider gets pushed up and another goes down. It's impossible to get 100% unit test coverage in such a system. It's a beta test that never ends.