Adaptive Learning vs Human Adaptability in AI Era

This title was summarized by AI from the post below.

When we talk about “adaptive learning,” what do we actually mean? I think there’s an important distinction emerging in the AI era: -- Adaptive systems optimize within existing parameters -- Humans redefine the parameters themselves Most enterprise learning systems today say they are adaptive. And many truly personalize, recommend, automate, and adjust. But adaptability is something different entirely. It requires judgment, interpretation, transfer, and the ability to respond to conditions the system was never explicitly designed for. That distinction matters more than we may think. The organizations that win won’t just use AI to automate learning. They’ll combine machine adaptation with human adaptability. Why am I bringing this up? Because on Monday at Association for Talent Development (ATD)'s conference in Los Angeles, I’ll have the privilege of hosting a conversation with Michael Allen and Christopher Allen on Dr. Allen’s new book, “Rethinking eLearning.” We’ll be showing live demos of eLearning experiences that genuinely work — and discussing why so much modern eLearning still misses the mark... And at the very end of the session… we’re going to show you “one more thing.” Something that points toward a very different future for learning design and adaptable learning experiences. If you’re attending ATD, this is one session you may not want to miss. Book it! I guarantee you, it will change your way of thinking about what's possible. “Awesome eLearning Live: What Actually Works (and Why Most Doesn’t)” Monday, May 18 3:00 PM – 4:00 PM Room 515A | Level Two https://lnkd.in/gAU2CjK4

Adaptive systems solve for the past and present, but human adaptability prepares us for the unpredictable future. The organizations that win won't just automate learning; they'll use AI to free up the human cognitive load for the high-level judgment and interpretation you mentioned. Best of luck with the session on Monday wish I could be in Room 515A to see that 'one more thing' live!

“Godfather” is right! I hope it’s a great session and thanks for the link to Allen’s new book.

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