Business ❯ Startups ❯ AI Startups

DeepSeek

Market Competition Market Impact High-Flyer Capital Management Product Launches Market Positioning Investment Market Disruption Innovation Innovation Strategies OpenAI Economic Impact Market Reactions Model Innovation Investment Trends Mistral Founder Profile Innovation in AI Funding and Investment Partnerships Large Language Models Liang Wenfeng Innovation in Technology Market Performance Competitive Ethics AI Talent

DeepSeek Publishes mHC to Stabilize Wider Residual Streams in LLMs

The arXiv paper details a Birkhoff‑polytope constraint that kept residual signals stable with modest training overhead.

DeepSeek Open-Sources OCR System That Compresses LLM Contexts With Visual Tokens

DeepSeek Releases V3.1, Tunes FP8 Format for Forthcoming Chinese AI Chips