Venture Labs
A model pass is not a trade.
Walk-forward checks reduce one kind of self-deception. They do not remove it. The sample, the fees, and the hours you did not trade are still there.
Governance
If the rule changes after you have seen the outcome, you are fitting. The desk is an experiment in that problem. It is not a signal service.