
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 Mullarkey, founder of Byte 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
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