Well, open weight is not open source. There's a lot of black box still left in those models.

It's still far more open to investigation and analysis than the likes of ChatGPT, though. Lots of work has been done to allow some degree of investigation into how the "brains" of an LLM work and in the case of Deepseek you can actually apply those techniques to the model you know you're using.