Modern prompt engineering research has revealed a counterintuitive finding: telling an AI it has decades of specialized experience often degrades performance rather than improves it. This isn’t a design flaw you can work around—it’s a fundamental limitation rooted in how language models process and respond to arbitrary persona details. The Core Problem: Irrelevant Detail Sensitivity Research across…