3 AI Mistakes Hurting Your Inclusion Work Right Now

If your AI dashboard looks healthy but your decisions haven't improved, here I unpack 3 AI mistakes hurting your inclusion work right now. In this episode we cover: Why AI is an inclusion problem now How more dashboards hide worse decisions Why AI adoption doesn't mean AI capability If you're finding that your AI tools are generating more reports but your decisions haven't improved, start here: https://realitycheck.elementofinclusion.com/

If 450 episodes have taught me one thing, it's that every inclusion failure traces to missing evidence. Here I unpack the idea that survived them all. In this episode we cover: How every inclusion failure traces to one gap How 4 evidence sources create a complete foundation Why scrutiny strengthens work built on evidence If you're finding that your inclusion work keeps getting questioned because the evidence isn't there, start here: https://realitycheck.elementofinclusion.com/

If you're making inclusion decisions without a system for testing whether your assumptions are true, I break down the 3 frameworks I use with clients every week. In this episode we cover: How 4 evidence sources ground every client decision Why assertions without evidence deserve dismissal How to separate claims from testable hypotheses If you're finding that your inclusion decisions are built on claims nobody has tested, start here: https://realitycheck.elementofinclusion.com/

If AI makes your juniors better but leaders keep cutting them, your talent pipeline breaks down. Here I trace the mispricing no one is naming. In this episode we cover: How AI lifts novice performance more than experts Why polished output misleads leaders about junior value Why cutting entry-level roles starves future leadership If you're finding that your leaders are cutting the people AI improves the most, start here: https://xray.elementofinclusion.com/

If the inclusion projects you start keep quietly slipping away, your work never compounds. Here I unpack how to fix the leaks. In this episode we cover: Why every body of work quietly leaks How correcting yourself protects what you built Why starting small builds the bigger arc If you're finding that the inclusion work you start keeps slipping away before it sticks, start here: https://implementation.elementofinclusion.com/

If your team uses AI but nobody is building judgement, the gap is forming now. Here I break down three modes of AI use and why only one builds skill. In this episode we cover: How adoption metrics hide a growing capability gap Why the most common AI mode builds nothing When polished output disguises missing judgement Resources referenced in this episode: Dell'Acqua, F. et al. (2024). Cyborgs, Centaurs, and Self-Automators: The Three Modes of Human-GenAI Knowledge Work and Their Implications