Startups · Jul 27
Poolside And American Open Source AI Labs Bet Architecture Can Answer China
Forbes puts Poolside, Thinking Machines, and Reflection AI against Kimi, Deepseek, and Qwen, a fight about adoption loops more than sheer scale.
- Treat open source as a distribution strategy, not a license checkbox.
- Track derivatives, integrations, and developer adoption before trusting benchmark theater.
- Choose closed access only when your moat depends on enterprise control or proprietary data.