Hi, I’m the author.

This started from a practical frustration with LLM memory systems: deciding what deserves persistence felt like the real bottleneck.

We tested a minimal “flush vs persist” gate using sentence embeddings + a lightweight classifier. It generalizes surprisingly well, and the rest of the memory architecture hangs off that decision.

Happy to hear critiques or counterexamples.