V. Bhardwaj

AI agents can now remember conversations and reason better without relying on cloud LLMs, thanks to a biologically-inspired memory system that selectively forgets and retrieves information like a human brain.

Replace ad-hoc memory decay and similarity metrics with provably convergent Riemannian dynamics and Fisher information, boosting agent memory performance by up to 20% while enabling zero-LLM deployments for data sovereignty.