Agentic AI

Agentic AI

5 Surprising Lessons From DeepSeek’s New AI Architecture

Ken Huang's avatar
Ken Huang
Jan 03, 2026
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For over a decade, one of the unsung heroes of deep learning has been the “residual connection.” First introduced in ResNets, this simple but powerful idea—allowing information to skip layers and pass through an unmodified “identity mapping”—is what makes training incredibly deep networks possible. It’s a foundational design element that ensures stabili…

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