From Pre-Audit to Proof: How Technical AI Earns More Decision Rights
TL;DR for operators Do not assign technical AI authority from a headline accuracy number. Use AI freely for repeatable first-pass checks where the rule is explicit and the cost of a false flag is low. Keep human experts responsible when the decision depends on system context, feasibility, architecture, necessity, or trade-offs. Where a claim can be rerun, make execution part of the evidence standard: a reproduced calculation deserves more weight than an unsupported model judgment. Even then, preserve review for interpretation, setup choices, and citations. ...