Insight certainty 4/5 debate potential 2/5

Barry McArdle: Context building and model chaining are AI's hardest work

Barry McArdle · Embedded AI: The Questions Every CEO is Asking · Jun 2, 2023 · at 25:41

Barry McArdle, co-founder and CEO of Hex, explains that integrating AI capabilities requires complex context assembly and prompt engineering rather than simple API calls.

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“And I think that is really actually the hard work in many ways of Incorporating AI into your product, right? Like it feels really simple. Like you can go get an API. Anyone listening to this today could go to the open air website and get an API key. It's everything you're doing before you're sending requests to that API of like building the right context, understanding how you're iterating on how different models are going to respond to different types of prompts and different amounts of context, how you're potentially even chaining together different types of models or different modalities of models together in one sequence in UX.”

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