Future of AI: Sophisticated Memory Concepts
Today's models don't remember. They re-attend over a flat context window. We're building a memory hierarchy modeled on biological cognition — sensory, working, episodic, semantic, procedural — with routing between layers.
Why memory is the unsolved problem in AI.
Every dominant AI architecture — from RNNs to Transformers — makes the same implicit choice: treat memory as a flat, undifferentiated space. Human cognition does no such thing.