Deep Learning
From Transformers to Hybrid Architectures: How Deep Learning Foundations Shape Agent Memory
Deep learning foundations decide what your AI agent can remember. This article explains how transformers constrain context through quadratic attention and a growing KV cache, and how hybrid state space (Mamba) and Mixture of Experts architectures unlock efficient, long-term agent memory.