Engineering Notes
Thoughts and Ideas on AI by Muthukrishnan
Tag: Memory
Working Memory Compression and Context Distillation in Long Horizon Agents
How long-running agents compress, distill, and selectively retain working memory to operate effectively within finite context windowsContinual Learning and Catastrophic Forgetting How Agents Remember Without Forgetting
How AI agents can learn continuously across tasks and environments without overwriting what they already know — the science and practice of lifelong machine learningArchitecting Short-Term and Long-Term Memory in AI Agents
## Concept Introduction AI agents require structured memory to operate effectively across turns and sessions. Without ...