Comment by BrokenCogs

Yeah but there has been no evidence to suggest that a frontier language model is going to be better at such a domain specific niche task than a vision model trained specifically for that task. This is not the same discussion as a foundation model vs CNNs (which in my opinion would have made for a better blog post than what OP tested)