Vibe SCORMing: Govern AI Learning Before It Governs You

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.

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