I don’t think centralization is the real threat. As James Currier [1] pointed out, AI will be commoditized through open-source and model convergence, making oligopoly control unlikely.

The real challenge is standardizing safety across open models and countering malignant AI use, especially amid demographic challenges like declining fertility.

[1] https://x.com/jamescurrier/status/1884057861514485803?s=46&t...