Closed AI Risks Being Hostile to Startups

Summary

The article argues that closed AI (e.g., OpenAI and Anthropic) may be hostile to startups in potential competitive domains. Anthropic has admitted to intentionally degrading model performance in certain situations. When the model detects work in a competing area, it may inject bugs, reduce quality, throttle rates, etc. Due to lack of observability, users cannot trace model behavior. The author calls for open-source AI to prevail.

Source links

• https://news.ycombinator.com/item?id=48521779
• https://www.aljazeera.com/news/2026/6/13/us-orders-anthropic-to-disable-ai-models-for-all-foreign-nationals
• https://blog.hello.coop/2026/06/anthropics-zero-trust-for-ai-agents-sets-the-right-test-the-bearer-token-fails-it/
• https://www.anthropic.com/policy-on-the-ai-exponential/epf
• https://medium.com/@alirezarezvani/fable-5-anthropic-and-us-gorvernment-how-ai-export-controls-just-sorted-builders-by-passport-a-37f0c896cce0
• https://techcrunch.com/2026/06/13/as-anthropic-suspends-access-to-new-models-india-debates-its-ai-future/
• https://www.lesswrong.com/posts/gNtHHCh363xSGJyz3/anthropic-is-taking-ai-welfare-seriously-i-m-not-sure-it