Thanks for the feedback. I've been reading the research papers behind how these models are created e.g. Gecko [1] and NV-Embed [2] and Gemini Embedding [3] so I'm starting to grok what you're getting at and will find a way to make the post more accurate on this front
[1] https://arxiv.org/abs/2403.20327