This manifesto argues that the tools that built the L&D industry, slide-based authoring platforms, have reached their structural limit, and that bolting AI features onto them is a distraction, not a solution. It maps the shift to AI-native, generative learning architectures across budget, tooling, and workforce skills, and lays out an 18-24 month roadmap for CLOs to move from legacy licensing to flow-of-work performance support. Readers get a clear-eyed framework for auditing their current stack, reallocating budget, and upskilling instructional designers into performance architects.
Why bolting AI onto slide-based authoring tools isn't innovation, it's a faster path to the same rigid format.
How AI-native learning is shifting spend away from monolithic licenses toward simulations, workflow support, and personalized practice.
The four skills expiring in L&D, and the four taking their place as AI absorbs manual production work.
A phased plan for de-escalating legacy licensing, funding the data layer, and upskilling instructional design tea.
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