
AI Is Changing L&D: From Learning to Business Performance | L&D Disrupt | Episode 112
AI is changing how people work — but what does that mean for L&D? Kelsey, Learning & Performance Lead at HowNow, is joined by Patrick Malarkey, founder of Bite and Build Consulting, to explore how AI is pushing L&D beyond traditional training and towards performance, business outcomes and commercial impact. They discuss what AI can’t replace, the importance of quality assurance and bias, using AI data to uncover real employee needs, and why L&D needs to move beyond vanity metrics. Patrick also shares his “giving away your Legos” analogy and explains why L&D professionals should seek mentors outside the People function. Chapters 00:00 Own Business Outcomes 01:59 Welcome Back to L&D 03:30 AI Changes Everything 05:15 Making AI Strategic 09:34 What AI Can’t Replace 16:22 Bias & Quality Risks 19:07 The Quality Assurance Playbook 25:51 L&D Becomes Performance 29:45 The L&D Value Gap 31:18 Know the Money 33:41 Roadmaps to Experiments 37:14 From Big to Modular 42:01 AI Usage Insights 45:40 Kill Vanity Metrics 46:40 Giving Away Your Legos 49:10 Own Real Outcomes 50:46 Mentors Outside People 54:34 Final Wrap-Up






