enterprise

“If you look at the embedded analytics market, the bigger organization, the big gets, They're really more custom, you know, like it becomes, and at some point I see many organizations, they just stop using any vendor, and they just kind of build most of the stu…”

“We're still gonna continue, like, doing the open source, like making MVUI the best way to run Like stable effusion models, like at least the open source side, and like, it's going to be best way to run or models locally, but we will have a few, like a few thin…”

“A little bit to everybody's surprise, the voice AI monetization pull actually came from enterprise and B to B use cases. So a little bit, everybody surprised the inflection point with voice AI in terms of monetizable use cases came on the business side. It's l…”

“I think that the product experience of delegation is really, really immature right now. And most enterprises though, see that as the holy grail, not like going 15% or 20% faster.”

“That, and also like just in the enterprise, the use cases are pretty different than those represented in something like Sweebench.”

“I believe that getting to a frontier model should cost a million dollars or less for most organizations, at least in a specialized domain, right? And when you think about what enterprises need, that's generally what they need. They don't need a model that can …”

“Most enterprises don't really want to use reasoning models. The latencies is too high”

“When we talk to enterprises almost universally, that's like not something that really exists. So there are some startups, like there's some companies we've talked to that do have it and we can just like use that, but it's a very, very small number that, that a…”

“The way that I think about it is that if you're in a big company, finding the issue is only, like, 20% of the challenge. And then the rest is you have to triage it. You have to like hook it into your task tracker and your SIM and like all these other systems. …”

“For the really big companies, something like this would probably have to be on prem, at least in my experience, just because there's, you can get caught up in security reviews and stuff like that for like quarters on, on end.”

“So I think like, 26 and 27 are going to be the years where different enterprises start doing specialized pre-training, because the cost of pre-training really amortizes itself very fast.”

“Most of the economy does not have enough engineers to then maintain all those systems, to update to all those systems, to figure out the relationship between the business problem and what the code needs to do to go and actually manage that.”

“Agents will certainly cause us to be much better organized around how we work with our information simply because the severity of the agent pulling the wrong data will be too high. And the productivity gain of that you'll miss out on by not doing this will be …”

“If I want to go and register arbitrary tools, that's a whole different thing. And this thing breaks down, but often those tools are more and more, at least in enterprise, in packed up and put behind MCP servers.”

“Like enterprises are not willing to put up their pre-deployment agents on the arena for the general public to come hit. They're fine if it's, you know, 20 people that, that we've kind of handpicked from the arena.”