Tag: Continual Learning

2 articles

Neuroscience & AI

AI Never Sleeps. That's the Problem.

The brain's most powerful learning algorithm runs while you're unconscious. Sleep isn't a pause in learning — it's the half we've been ignoring. Here's why AI's failure to sleep may be its deepest architectural flaw.

Lina Chae·May 4, 2026

Neuroscience & AI

The Window Closes: What Critical Periods in Child Development Tell Us About AI's Plasticity Problem

Children have a supercharged window for learning motor skills, language, and movement. Deep neural networks face a strikingly similar problem — and the solutions emerging from neuroscience might hold the key.

Raf Delgado·February 28, 2026