Comment by MichaelZuo

Even if it’s 99% coherent, and only 1% incoherent… then the end result is still incoherent?

e.g. 1 contradiction in a formal proof is sufficient to negate 9999 logically valid steps.

There’s no magical way for it to automatically become coherent.