Part 9/11:
Using semantic search for faster, scalable memory retrieval, moving away from naive searches or lookup tables.
Developing a knowledge graph or more complex memory structures, although he advocates for semantic similarity for efficiency.
He envisions an architecture with separate “inner” and “outer” loops:
The inner loop handles memory retrieval, summarization, and context building.
The outer loop manages user interactions and overarching goals.
This modular approach would support more autonomy and gradual evolution toward more independent cognitive systems.