Can a simple Engram lookup transform a model’s search for meaning? We explore Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models (Cheng et al., 2026) to find out.

https://doi.org/10.48550/arXiv.2601.07372