2nd Session, 22nd January 2026

The DS SIG went through the two most recent DeepSeek technical reports to better understand those advancements in AI. Specifically, the following documents were discussed:

• DeepSeek Technical Report V3,
• DeepSeek Technical Report on Manifold Hyper-Constraints,
• Sinkhorn-Knopp-Algorithm on Non-negative matrices used by mHC, and
• Training Very Deep Networks explaining data highways.

In the next session, we’ll look at the current Guidance to Industry draft on Bayesian methods.