Technology ❯ Research and Development

Collaborative Research

Open Research International Collaboration Photonics Research International Institutes Material Combinations Harvard-MIT Collaboration University Research National Laboratories International Partnerships

DeepSeek Publishes mHC to Stabilize Wider Residual Streams in LLMs

The arXiv paper details a Birkhoff‑polytope constraint that kept residual signals stable with modest training overhead.

Caltech Sets Record With 6,100-Qubit Neutral-Atom Array

Perovskite Solar Cells Gain Ground With 25.2% Certified Cell and Stable 22.1% Module