I definitely don't touch any AI tools while I'm designing the high-level solution for the problem. If you ask it to propose a solution to you, you quickly go down the rabbit hole, which can sometimes lose you days. This is especially the case if your setting is not fully verifiable but you measure your success with a metric.

Once the design is complete, I think the rest is less important. At least that's how I feel.