Gabriel Chavira-Juárez

Controlled knowledge updating in memory-enabled AI agents: beyond model editing and recall

Large language model agents that persist across sessions, tools, users, and changing environments do more than answer isolated prompts; they accumulate state. When new evidence arrives, the central question is where that change should live: transient context, external memory, tool or workflow definitions, activation st...