大多数人认为在单个系统中运行数万个AI代理是不现实的，会导致资源竞争和性能下降。Freestyle明确将此作为设计目标，暗示他们的架构可能重新定义了AI代理的规模边界，挑战了关于AI系统可扩展性的主流认知。

there's no other way, understanding comes from using it, and having stuff go wrong. The scandals around algos are important in this. Scale and distribution are different beasts. Distribution does not need scale (but a network effect helps) in order to work. The need for scale in digital is an outcome of the financing structure and chosen business model, and is the power grab essentially. #openvraag hoe zet je meer focus op distributie als tegenkracht tegen de schalingshonger van actoren?

https://web.archive.org/web/20251228073659/https://davidorban.com/2025/12/ten-years-later-releasing-something-new-to-the-commons/

[[David Orban p]] wrote a 132p book on AI in 2015, [[Something New by David Orban]] Now he is releasing it under a CC BY license, after acquiring the rights back he says (from? It was independently published, I think it would have been SU).