mem0 / agent-memory architectures maturing

Production agent-memory architectures (scoped memory, episodic stores, memory OSes) are now a named category with benchmarks and "production gaps" discourse.

What it means AI Uni's own memory-architecture work sits in this fast-moving category — the anti-evaporation problem the platform substrate solves.