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I did a bit of research…

Builder.ai didn't tell investors they were competing with GitHub Copilot, Cody, or CodeWhisperer. Those are code assistants for developers. They told investors they were building a virtual assistant for customers. This assistant was meant to "talk" to clients, gather requirements and automate parts of the build process. Very different space.

And like I said in another comment, creating a dedicated, pre-trained foundation model is expensive. Not to mention a full LLM.

Questions:

1. Did Craig Saunders, the VP of AI (and ex-Amazon), ever show investors or clients any working demo of Natasha? Or a product roadmap?

2. Was there a technical team behind Saunders capable of building such a model?

3. Was the goal really to build a domain-specific foundation model, or was that just a narrative to attract investment?



> creating a dedicated, pre-trained foundation model is expensive. Not to mention a full LLM.

Creating a dedicated pretrained model is a prerequisite of any LLM. What do you mean by "full LLM"?


Just to clarify: I said "pre-trained foundation model".

LLMs are a type of foundation model, but not all foundation models are LLMs. What Builder.ai was building with Natasha sounded more like a domain-specific assistant, not a general-purpose LLM.




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