Josef Chen

Multi-model systems are constrained by a co-failure ceiling, revealing that simply adding models does not guarantee improved accuracy.

AURA-Mem achieves superior memory efficiency for robotic policies by intelligently controlling write operations, outperforming traditional KV-caches in both accuracy and resource usage.

Forget word embeddings, now you can embed *ingredients* with Epicure, a new family of models that captures both recipe context and chemical properties.