# AIInnovation

🚀 The Next Evolution in AI: DeepSeek’s mHC Architecture ExplainedDeepSeek has just dropped a bombshell in the AI research community!
📉A new paper co-authored by Liang Wenfeng introduces Manifold-Constrained Hyperconnection (mHC)—a revolutionary architecture designed to solve one of the biggest bottlenecks in AI: Training Instability.What is mHC.
and why does it matter?As Large Language Models (LLMs) scale up, they often become unstable during training.
DeepSeek’s new mHC architecture fixes this by:
✅ Restoring Identity Mapping: Ensuring data flows smoothly through massive neural networks.

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