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AI Atlas

DeepSeek

The lab whose open reasoning models shifted the landscape

China Frontier lab Open weights

WHAT IT IS

DeepSeek was founded in 2023, incubated by the quantitative fund High-Flyer. It focuses on foundation-model research, centred on mixture-of-experts architectures and reasoning models, and keeps releasing model weights. It shipped V3 in late 2024 and the reasoning model R1 in early 2025.

Why it matters

R1 shipped near-frontier reasoning with open weights and a published training method, directly resetting expectations for how much compute reasoning models need and pushing peers to reprice.

Key milestones

  1. 2023

    Founded, incubated by High-Flyer

  2. 2024

    Released DeepSeek-V3 with open weights

  3. 2025

    Released the reasoning model DeepSeek-R1

Representative products

2

Main capability directions