Thoughts on AI, Cognition, and Human DevelopmentPerspectives on Learning
Perspectives features analysis from thought leaders, researchers, and practicing educators who are committed to defining the future of humanity-centered learning.
Protecting the Developing Mind: AI Ethics & Cognitive Privacy
The research framework on what surveillance and AI do to the conditions children learn inside.
Anthropomorphizing AI: The Same Mistake at Both Ends of a Life
A child reads "we're soulmates" from a companion app and something in her registers it as true. She may know it's fake. That does not switch off the attachment, and it is why "it's just a chatbot" is not enough for the adults in her life.
AI is Making Disagreement Impossible
61% of school leaders now report receiving AI-generated complaints. When a parent routes a disagreement through a machine, what gets offloaded is not the writing but the relationship, and children learn by watching that a hard conversation is something you can hand off rather than have.
The Comfort of False Analogies
In every conference session and staff meeting, you hear the same three comparisons: AI is like the printing press, the calculator, or Google Search. But these analogies are fundamentally flawed. Comparing tools that externalized mechanical tasks to a technology that externalizes human reasoning is a dangerous permission structure for institutional inaction, especially when it comes to the developing minds of children.