How DeepSeek's new way to train advanced AI models could disrupt everything - again
Manifold-Constrained Hyper-Connections (mHCs) promise a low-cost method to scale large language models; DeepSeek delayed R2 due to performance and chip-access concerns.
DeepSeek breakthrough gives LLMs the highways it has long needed
mHC (Manifold-Constrained Hyper-Connections) enables stable, more efficient information flow in LLMs, increasing model complexity and performance without simply scaling up model size.