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AI can generate a polished course in an afternoon. That doesn't mean anyone learned, and invisible skill gaps are expensive to discover later. Margie Meacham joins IDIODC to challenge what "done" should mean for AI-generated learning content.
She connects brain science with agentic AI to expose two costly blind spots. Content that hits every metric but builds zero capability. Workflows that compound risk by pushing unvetted content live. As L&D moves from operator to architect, the question isn't whether AI can produce it. It's whether you can prove it works and is safe to ship.
Dive deeper into the topic with Margie and Chris on the Governing AI Learning Content at Scale: A Playbook for L&D Leaders webinar: https://hubs.ly/Q04ylSGC0
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Margie Meacham, known as “The Brain Lady,” is a learning scientist, AI strategist, and Founder of Learningtogo. She helps organizations apply neuroscience and AI to design learning that improves performance, builds capability, and supports people in the flow of work.
Margie is the author of 𝘉𝘳𝘢𝘪𝘯 𝘔𝘢𝘵𝘵𝘦𝘳𝘴 and 𝘈𝘐 𝘪𝘯 𝘛𝘢𝘭𝘦𝘯𝘵 𝘋𝘦𝘷𝘦𝘭𝘰𝘱𝘮𝘦𝘯𝘵. She has developed AI-powered learning tools, including coaching and performance-support bots. She also teaches learning professionals how to build and govern AI-powered learning experiences that people can trust.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
Software development already lived through this. Teams trusted AI-generated code until reviews caught problems that should never have shipped. L&D is heading down the same road with AI-generated training, just a few years behind.
dominKnow's Learning Systems Architect, Adam Reynolds, joins IDIODC to explain what this parallel means for governance, compliance risk, and content you can actually trust. What began as an unexpected watercooler conversation turned into something we felt our audience needed to hear before the mistakes get expensive.
The discussed State of Learning Content Management 2026 research report can be found here: https://dominknow.com/lcms-report
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Adam Reynolds is a Learning Systems Architect at dominKnow. He is a 20-year e-learning veteran and a software architect who designs and builds systems and AI pipelines. He joined the field because learning is a systems problem, not a content-generation problem.
Adam has been in the room since xAPI’s early days and has spent years on the unglamorous but fundamental side of learning systems: review, reuse, analytics, and what happens after the first draft. He has worked across many learning tech stacks and knows where they stress, break, and create liability.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
Frontline teams do not have spare hours for training. They have minutes between customers, tasks, and the next urgent request. Yet many training programs still ask them to step away from work to learn.
JD is the author of The Frontline Enablement Playbook and The Modern Learning Ecosystem. He helps organizations build practical systems that improve workforce readiness, manager capability, and on-the-job execution.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
AI frameworks are everywhere, but few L&D teams get past the planning stage. Megan Torrance returns to IDIODC to show how her AI Implementation Canvas moves from a group activity to a working part of real projects, with outcomes leadership can actually see.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
What actually separates a forgettable training session from one people remember? Moe Poirier joins IDIODC to talk about his new book, The Five Personas of Facilitation, and why facilitation is less about scripts and more about identity and adaptability.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
Most training ends the moment a learner clicks submit. Jim Goodell joins IDIODC to make the case for something better: continuous mastery practice backed by real performance data. It's a shift from one-time compliance checks to lasting skill building.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
Content creation has been L&D's comfort zone for years. But the role is shifting fast. Lavinia Mehedintu joins IDIODC to share what Offbeat's research reveals about where L&D professionals go from here.
From learning product management to experience design to systems thinking, she breaks down the moves that turn L&D teams into genuine strategic partners. Real scenarios, real skills, and a few things worth doing less of.
Lavinia Mehedintu is Co-Founder and Learning Architect at Offbeat. Over the past nine years, she has designed learning experiences and career development programs across corporate and higher education settings. She is known for her work on behavior change, social learning, and helping L&D teams shift from content creation to strategic impact.
At Offbeat, she researches and writes about the future of the L&D profession, AI-native teams, and what it takes for learning professionals to stay relevant. She speaks at major industry events, including Learning Technologies, and has built one of the most active communities for L&D practitioners worldwide.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
Most eLearning tells learners things. Short Sims make them do things. Clark Aldrich joins IDIODC to unpack why this distinction is costing L&D teams credibility — and budget. Clark invented Short Sims: compact, decision-driven simulations that build both competence and conviction in under 12 minutes.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
What happens to L&D when the training models we relied on for decades start falling apart? Donald H Taylor joins IDIODC to share what 3,797 practitioners from 105 countries told him in the 2026 Global Sentiment Survey. The answers are more honest, more urgent, and more revealing than any single year before.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
Understanding the freelance instructional design market is crucial for both independent professionals and the enterprises that hire them. In this episode, Parker Grant and Andrea Dottling of IDLance pull back the curtain on the freelance L&D industry. They explore the daily challenges, unique opportunities, and business mechanics of working as an independent eLearning designer.
Brought to you by the dominKnow | ONE Platform - develop, scale, and deliver learning that maximizes employee value.
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