PsychoAgent: An Affect-Sensitive Cognitive Architecture for Conflict-Aware Memory in LLM Agents
The hosts discuss PsychoAgent, a cognitive architecture for LLM agents that separates factual and affective memory, re-ranking relevant memories by emotional salience. It retrieves 93% of conflict-critical memories versus 50-67% for baselines, though behavioral improvements weren't statistically significant. They highlight the design's inspectability and longitudinal trace.