Episode

310: 6 Questions About AI Every Leader Needs To Debate

Podcast
the Learn-It-All™ podcast
Published
Jul 8, 2026
Duration seconds
2836
Processing state
not_requested
Canonical source
https://www.learnit.com/podcast
Audio
https://episodes.captivate.fm/episode/70abd9a6-da7c-44f2-a83f-544fb19ee8c5.mp3
JSON
/v1/public/podcasts/the-learn-it-all-podcast-6700797/episodes/310-ai-expert-stop-measuring-ai-adoption-wrong-here-s-what-actually-works
Markdown
/podcast/the-learn-it-all-podcast-6700797/310-ai-expert-stop-measuring-ai-adoption-wrong-here-s-what-actually-works.md

Actions

  • POST https://stenobird.com/v1/public/podcasts/the-learn-it-all-podcast-6700797/episodes/310-ai-expert-stop-measuring-ai-adoption-wrong-here-s-what-actually-works/transcription-requests
    Idempotently request low-priority transcript generation for this episode.
  • GET https://stenobird.com/podcast/the-learn-it-all-podcast-6700797/310-ai-expert-stop-measuring-ai-adoption-wrong-here-s-what-actually-works.md
    Read the agent-friendly Markdown representation of this episode resource.

Summary

Everyone says they're "adopting AI"—but the bills are landing and no one's sure what tokens, logins, or dashboards actually prove. The harder truth: most "AI failures" are human ones in disguise. In this episode of the Learn-It-All™ podcast , Damon Lembi kicks off a new monthly series with Learnit's Chief AI Learning Officer, Christa Hill. In a rapid-fire "agree or disagree" format, they go six rounds on the questions every leader is stuck on. 🚀 Get your team into the top 3% of AI users in North America in about four weeks with Learnit's AI Kickstarter: https://www.learnit.com/lp/ai-skills-program In this episode, you'll learn: Why token usage is the wrong first metric to measure The hidden cost of the marathon chat session Why "show, don't tell" hackathons beat login counts for tracking real adoption. How to answer the "what's in it for me?" question that stalls adoption in management And much more! Timestamps: 00:00 - Introduction: a new monthly series with Christa Hill 01:08 - Round 1: Is token usage the right adoption metric? 02:00 - Should you track logins and sessions instead? 03:17 - Why long chat sessions quietly burn tokens 03:56 - Hackathons and "show, don't tell" 05:13 - Round 2: Is "just adopt AI" a strategy? 06:10 - Raise the literacy floor first 07:28 - Why leaders must model the behavior 08:52 - Answering "what's in it for me?" 11:03 - Ask your AI what it can't do in your job 13:00 - The non-binding social contract 15:17 - Round 3: If I keep failing, am I doing it wrong? 16:23 - The Jenga test for working at the edge 17:34 - Does AI stifle critical thinking, or sharpen it? 18:18 - The $18,000 mistake and who's at fault 21:21 - You own what AI produces 23:00 - Christa's Easter-egg swear jar 23:30 - Round 4: Do you meet people where they are? 24:53 - Chris…