310: 6 Questions About AI Every Leader Needs To Debate

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 - Christa's honest take on adoption fatigue
• 28:40 - Timeboxing and stacking small wins
• 29:54 - Why there's no finish line
• 30:23 - Round 5: Are the jobs coming back?
• 32:07 - Why the comeback jobs look different
• 32:57 - White Castle and the plumber that fooled Mom
• 35:13 - Round 6: AI adoption or better work?
• 36:51 - Rethinking performance reviews
• 38:08 - Smash or Pass: the tools lightning round
• 38:42 - Claude Cowork (smash)
• 39:26 - Copilot's surprise 10-out-of-10
• 41:47 - Canva (pass, for now)
• 42:49 - Gamma and the death of the fancy deck
• 44:00 - Wispr Flow (smash): throw away your keyboard
• 45:39 - Christa's final challenge: think bigger
• 46:26 - Damon's closing: adoption starts with you

About Christa Hill:

Christa Hill is the Chief AI Learning Officer at Learnit, where she leads the AI Kickstarter program and teaches AI literacy to leaders and teams. She's in live classrooms most of the week, helping organizations move from first exposure to real adoption—and helping leaders navigate the human side of change: fear, resistance, and "what's in it for me?"

Resources and Mentions:

• Soren Kaplan's Inc. article: https://www.inc.com/soren-kaplan/half-of-ai-job-cuts-will-be-reversed-by-2027-gartner-says-heres-the-real-lesson/91361788
• Learnit AI Kickstarter program: https://www.learnit.com/lp/ai-skills-program
• Wispr Flow (voice-to-text): https://wisprflow.ai
• Claude & Claude Cowork: https://claude.ai
• Microsoft Copilot: https://copilot.microsoft.com
• ChatGPT: https://chatgpt.com
• Canva: https://www.canva.com
• Gamma: https://gamma.app

Great leaders aren't born. They're always in the making.

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