“I think there's a fair amount of companies I see going after kind of let's call it the canonical data scientists as an archetype of like, I want to fine tune a model and I'm going to go do that. I see a smaller number trying to go after devs as an archetype, but I want to go after the head of maintenance at an institution who's like, look, I know all these things and I don't need all the knobs exposed to me, but I need you to have an opinion on all those knobs underneath that.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
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More from Shyam Sankar
Opinion
Sankar: Chat is a limiting interface; prompts are meant for developers
“Chat is a massively limiting interface, you know, at the limit prompts are for developers.”
Sankar: Autonomous AI planning will fail in strict enterprise state machines
“The practicalities of an enterprise is there is either an implicit or explicit, and often it's kind of fifty-fifty or some combination, implicit-explicit state machine that represents that enterprise. So the idea that you're just going to have an agent that ki…”
Sankar: Enterprise AI value will accrue to application layer owners
“So I, we feel like the value is really going to accrete to folks who own the application layer and the enterprises, and we're going to go after that very hard.”
Sankar: Foundation model companies will struggle to adapt to enterprise multi-model ensembles
“Yeah, I think that's probably the correct direction. And I think one that, that, that model companies will have a hard time with, right? Cause I think they need to have kind of one model to rule them all or directionally that's where it needs to go.”
Sankar: LLMs can use APIs to dynamically generate enterprise user experiences
“The whole point is not to give me answers, but you change my app. And then that starts changing how you think about interacting with these things. It becomes a new UI layer. You know, kind of the most extreme version of this is like, why have any UI at all? If…”
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