

This doesn’t make sense when you look at it from the perspective of open source models. They exist and they’re fantastic. They also get better just as quickly as the big AI company services.
IMHO, the open source models will ultimately what pops the big AI bubble.












Working on (some) AI stuff professionally, the open source models are the only models that allow you to change the system prompt. Basically, that means that only open source models are acceptable for a whole lot of business logic.
Another thing to consider: There’s models that are designed for processing: It’s hard to explain but stuff like Qwen 3 “embedding” is made for in/out usage in automation situations:
https://huggingface.co/Qwen/Qwen3-Embedding-8B
You can’t do that effectively with the big AI models (as much as Anthropic would argue otherwise… It’s too expensive and risky to send all your data to a cloud provider in most automation situations).