DeepSeek proposes shift in AI model development with ‘mHC’ architecture to upgrade ResNet

The paper comes at a time when most AI start-ups have been focusing on turning AI capabilities in LLMs into agents and other ...

DeepSeek kicks off 2026 with paper signalling push to train bigger models for less

DeepSeek has published a technical paper co-authored by founder Liang Wenfeng proposing a rethink of its core deep learning ...

DeepSeek develops mHC AI architecture to boost model performance

DeepSeek researchers have developed a technology called Manifold-Constrained Hyper-Connections, or mHC, that can improve the performance of artificial intelligence models. The Chinese AI lab debuted ...

DeepSeek’s New Architecture Can Make AI Model Training More Efficient and Reliable

DeepSeek, the Chinese artificial intelligence (AI) startup, that took the Silicon Valley by storm in November 2024 with its ...
Analytics India Magazine

New DeepSeek Research Shows Architectural Fix Can Boost Reasoning at Scale

DeepSeek has released new research showing that a promising but fragile neural network design can be stabilised at scale, ...
WinBuzzer

DeepSeek Unveils ‘mHC’ Architecture to Fix AI Training Instability Amid Chip Bans

DeepSeek has introduced Manifold-Constrained Hyper-Connections (mHC), a novel architecture that stabilizes AI training and ...

DeepSeek kicks off 2026 with new AI architecture aimed at more efficient model training

Training large AI models has become one of the biggest challenges in modern computing—not just because of complexity, but ...
VentureBeat

Sakana introduces new AI architecture, ‘Continuous Thought Machines’ to make models reason with less guidance — like human brains

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Tokyo-based artificial intelligence startup ...
VentureBeat

A new paradigm for AI: How 'thinking as optimization' leads to better general-purpose models

Researchers at the University of Illinois Urbana-Champaign and the University of Virginia have developed a new model architecture that could lead to more robust AI systems with more powerful reasoning ...