DeepSeek’s Liang Wenfeng says AGI, open source and cost discipline are the company’s core strategy

elsewhere别处发生 · wechat · 2026-07-22

A long WeChat article compiles 52 statements attributed to DeepSeek founder Liang Wenfeng, centered on the company’s strategy, open source stance, pricing, and AGI roadmap.

Main takeaways

DeepSeek says its only real line is AGI; product work, multimodal, 3D, video generation, and world models are not the main path.
The company treats coding agents as the most important near-term direction, and sees continuous learning as the next big bottleneck after CoT and agents.
Liang argues that cost efficiency is the top competitive axis, with time to market second and user experience third.
He frames open source as a strategic form of restraint: it improves team cohesion, helps the ecosystem, and can still fit a business model that only seeks reasonable profit.
He says the China–US AI gap is mostly resources rather than talent, claims domestic talent is not scarce, and expects the industry to eventually consolidate into only a few large model companies.
DeepSeek says it does not want to become the next super app or maximize short-term commercial gain; keeping the team stable is presented as the core constraint and also the main risk.

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DeepSeek’s Liang Wenfeng says AGI, open source and cost discipline are the company’s core strategy

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