Keep Moving Forward

AI Literacy: Why Confidence ≠ Capability in Skill Assessment

30 min · 21 de may de 2026
portada del episodio AI Literacy: Why Confidence ≠ Capability in Skill Assessment

Descripción

Most organizations think self-assessment tells them what their people are capable of. It doesn’t. It tells them how confident their people are. Those aren’t the same thing — and the gap between them is quietly distorting how teams get staffed, developed, and led. Dustin Clinard, CEO of Ignis AI, has spent close to two decades watching this play out. In this episode of the Keep Moving Forward podcast, I sit down with Dustin to dig into why self-assessment is so unreliable when it comes to skills, why L&D investment has been nearly impossible to measure, and why the most important shift an engineering leader can make is treating skill as a live variable, not a fixed input.

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