New Lab Organization

New Lab Organization is the hybrid research-company form described in 149. 亲历中美 New Labs 资本狂潮，和清华刘子鸣聊：AI for AI、机制可解释性和 Max Tegmark. The source says 2026 brought a wave of young, elite-research-background AI teams in China and abroad that can raise at large valuations before ordinary product proof, especially around AI For Science, World Models, and AI For AI.

[[LiuZiming|Liu Ziming]] defines the form by its temporary ambiguity. A New Lab begins closer to a research institute, giving itself six to twelve months for R&D, demos, and product-shape discovery. If it “groks” the route, it can then operate more like a company. The source argues this may be necessary when a direction is too risky for large companies and too slow for traditional academia.

Key Claims

• New Labs target pain points that the current dominant AI paradigm does not solve well.
• Their early advantage is belief, risk appetite, speed, and dense young research talent rather than mature product distribution.
• The form relies on venture capital accepting research uncertainty for a limited period.
• Auto Research and world models are especially suitable because they require research before easy engineering scale-up.
• The form can create a tension between scientific exploration and product/commercialization pressure after the first research window.

Connections

• [[YuanhuanIntelligence|Yuanhuan Intelligence]], [[LiuZiming|Liu Ziming]], [[TsinghuaUniversity|Tsinghua University]], and [[ShanghaiQizhiInstitute|Shanghai Qi Zhi Institute]] — source case.
• AI For AI, Auto Research, AI For Science, and World Models — hot directions named in the source.
• Academic AI Research Role and AI Organization Design — adjacent organizational frames.
• Research Taste and Training Compute Allocation — operating constraints for research-heavy teams.