Human-Governed AI for Learning Design With James Gilchrist

August 9
52 mins

Episode Description

AI can hand you a polished outline, a full course draft, and a dozen “best practice” scenarios in seconds. The hard part is deciding whether any of it is worth a learner’s time. Jackie sat down with James Gildrist, founder of Lighthouse L&D Consulting, to talk about the real work behind AI in learning and development: protecting meaning, judgment, and instructional quality when speed is the loudest promise in the room.

James brings a simple, memorable framework from his iSpring Days 2026 session: DDQ, Discernment, Direction, and Quality. We unpack how discernment helps us separate what’s truly needed from content bloat, how direction clarifies what AI should do versus what must remain human-led, and how quality standards keep eLearning and training experiences grounded in learner context, practice, feedback, and trust. Along the way, we connect the dots to a problem many instructional designers and educators are seeing right now: AI makes it easy to generate “everything,” while learners are scanning faster and burning out sooner.

We also get real about the emotional side of adoption. A thoughtful audience question opens up the guilt and pressure people feel when AI is pushed top-down without time, resources, or support. We talk systems, collaboration, and why learning AI through a fun personal project can be the fastest way to build confidence that actually transfers back to work.

If you care about human-centered learning design, AI guardrails, and keeping critical thinking alive in corporate training and education, you’ll get practical language and next steps here. Subscribe, share this with a teammate, and leave a review so more L&D pros can find the conversation.

📢 Call-to-Action: I’d love to continue this conversation with you. You can connect with me directly on my personal LinkedIn profile here: James’ LinkedIn Page, where I share ideas on leadership, learning, and authenticity in the workplace. You can also follow my Lighthouse L&D Consulting LinkedIn page for updates, resources, and insights from my consulting work.

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