EPISODE · Sep 11, 2026 · 39 MIN
Vibe SCORMing: Govern AI Learning Before It Governs You
from #IDIODC Instructional Designers In Offices Drinking Coffee · host Chris Van Wingerden, Adam Reynolds
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___________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.
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What this episode covers
AI governance for L&D starts before an AI-generated SCORM course ships. Software development already paid the price for shipping AI-generated work without review, and Adam Reynolds joins Chris Van Wingerden to show L&D how to avoid the same mistake. They break down "vibe SCORMing," the cost of lost context, and what a genuinely governed AI pipeline looks like in practice.
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Vibe SCORMing: Govern AI Learning Before It Governs You
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