[janalsncm]

You’re comparing SaaS to open weights. A SaaS will never compete on the flexibility of adding a classification head to BERT (where the gradients flow all the way back), training it, knowledge transferring to a similar domain, distilling it down, pruning layers, fine-tuning some more, etc. which is a common ML workflow.