Arvin Jain

“When AI just came, there was a, companies were a lot more afraid of getting their data outside of, you know, their own control and model companies training with, you know, with their data. But that sort of is a fear that it's no longer there. Like, you know, l…”

“There's a lot of motivated parties that actually want to promote, like, including NVIDIA, for example, You know, they're putting a lot of investment in promoting, like, you know, development of great open source models in the US.”

“I actually do think that, you know, there is too much capital available today in the for startups. And it's actually sometimes creating failure paths for people. I think they're not getting what it takes to build a great company.”

“I think the, you want to be performing the best in whatever you do. And I don't think you're going to take a 90% solution. Well, I mean, like, look, the they're kind of like, you know, like, it's a, it's not about you not being cost-constrained. It's about you…”

“I think right now the open source drive is coming from the cost point of view.”

“That's something that's happening now. So I think we are at a real inflection point with open source.”

“I've always personally, like my style has been a little bit too disciplined to be the right strategy anymore. I get that feedback from my team that, you know, we are trying to be conservative. We're trying to make sure that our capital goes a long way. And in …”

“Well, the comp, comp composite roles will be will be very common. So like, as for example, you know, somebody who can build a product I don't know what to call them, but they can, they act like engineers, product managers, designers similarly in go to market Y…”

“There's a power law, like, you know, in our company, and also at all of our customers, you will see some people who spend 10,000 dollars or 15,000 dollars in tokens every month, and then you have others who are spending 20 dollars.”

“I think it's a wrong goal in my opinion to say that, hey, like replace yourself with AI. First of all, I think you're giving too much credit to AI in, you know, when you say that. It's just not ready right now. There's, you give me a name of one job that you c…”

“If you don't have any control on running that agent yourself, if you don't own the learning that it actually that actually, like, you know, gains over the years, then you're basically fully dependent on these AI companies, you know, to do, you know, to get you…”

“In the future, all of that institutional learning is actually going to accumulate in that agent that is doing that work.”

“A lot of analyst roles, like, or like the data analyst roles, which are not business thinkers, you know, they were given a task that, hey, like, I need to see this data, and then they produced, like, they sort of go and build those specific dashboards, configu…”

“When you write code, for example, with AI you know, we, you know, you can write like, you know, a million lines of code but it becomes incredibly hard to actually maintain it and understand it and manage it over time.”

“That's like the largest application or use case for AI in the world today. Is in fact information seeking and question answering.”

“They require a lot of upfront investment, which is not open source friendly in many ways. A lot of open source software has been skunk works, like developers is getting no funding associated with them and they still get something built. They couldn't build mod…”

“But if you now start to talk about, okay, AI talent, ML talent top people are sought after, you know, way more than ever before. And also the pay scales have completely changed and not just from the model companies, but even from startups, because, you know, s…”

“The only Country in the world, you know, that has produced models outside of US is China. And then of course, maybe a little bit in, like, you know, France with Mistral.”

“They are launching these sort of vertical packs, but I think they're quite quite shallow in my opinion.”

“I would say in, in the last 25 years that I've seen, I would say it's been, it's easier to build a startup And get a good exit from it these days than it used to be in the past.”