George Sivulka
Founder & CEO, Hebbia. On 3 shows, 4 appearances. The Shows tab opens the full record on each.
founderexecutivescientist@gsivulka ↗LinkedIn ↗sivulka.me ↗
George Sivulka is the founder and CEO of Hebbia, an enterprise AI platform that automates research and knowledge work. He previously conducted research at Stanford in electrical engineering and computational neuroscience.
3shows
4appearances
112statements
9resolved
2supported
6contradicted
22%fully supported
Everything George Sivulka said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Sivulka: Retrieval Augmented Generation (RAG) does not work at all
“That's a bit of a plot twist over here. We, I actually don't think RAG works at all.”
Sivulka: AI agents will contribute over 50% of global GDP within a decade
“One of my big predictions is that over 50% of the global GDP will be contributed by AI agents sometime in the next decade.”
Generalized AI software will defeat vertical AI specialization
“One of the things that is a massive fallacy in AI applications today is verticalization. As paramount. All of the VCs, a lot of entrepreneurs as well, believe, because it's been true for the last 20 years, that building a very verticalized piece of software is…”
AI hallucinations are old news; modern models outperform humans
“I think it's old news. And I think the only reason we still talk about it, it's like everyone talks about hallucinations and, you know, no one knows if it's happening or what's going on. It's like fugazi fugazi. Like, it was a problem back when the models were…”
The alpha is gone for starting new AI companies today
“I don't mean to be relatively pessimistic, but I wouldn't start a company in AI. I mean that from the perspective of, like, the alpha is gone.”
Sivulka is "very short" Accenture, consultancies, and the Big Four
“I'm very short Accenture and consultancies, but and the big four.”
Sivulka: China has not shown it can push frontier AI
“China has not shown that they can actually continue to play ball, ah, pushing the frontier of AI.”
Sivulka: The arrival of AGI will trigger a massive financial market correction
“First, when AGI is here, there will be a massive correction in the financial markets. That is actually my Turing test is if AGI is here, will it actually be able to make significantly more money than a human investor? Better than human investing. And I think p…”
Sivulka: Great founders have messed up childhoods, are gay, or adopted
“You can bucket great founders into three backgrounds. The most common is that you have kind of a messed up childhood. The second most common would be, ah, you're gay, and the third most common would be you were adopted. Look at like a list of all-time greats. …”
Sivulka: ChatGPT is a poor product that acts like a calculator
“I don't even think ChatGPT is a really good product. It's like a calculator. It's got the technology in there encapsulated in a very simple form. But it's not a product that, like in Excel, that lets you just build whatever you'd like with it.”
Sivulka: 90% of enterprise AI is vapor and usage stats are fake
“I think, like, 90% of enterprise AI right now is almost like this vapor where, hey, we swear it works, like, look at this amazing demo where we ask, What does the CEO say about the investment? And the minute that they actually go to, you know, try to use it in…”
Sivulka: Satya Nadella is wrong about business apps collapsing into agents
“I actually don't agree with that at all. I think he's completely wrong. I think it depends on how you define a business app. But I actually think that if the new business apps are platforms, you'll, you'll actually start to see those platforms really take hold…”
Sivulka: Agentic AI will generate over 50% of global GDP within decades
“I ultimately, genuinely believe that more than 50% of the GDP will be contributed by what you can call agentic applications in the next few decades, yeah. I actually think it'll happen faster than the next few decades.”
Sivulka: Klarna's claims of AI-driven layoffs are investor BS
“You know, there's all these stories, and, you know, you have, like, Klarna that's positioning for investors that they're firing half their staff, and no one really wants, and I think. I think it's BS, yeah.”
Sivulka: Fine-tuned models will never catch up to inference scaling
“And so you saw the idea of, ah, of post training or kind of like this refined, verticalized model creation, ah, just always would lose to scaling laws. And maybe we're at the end of scaling laws at training, but I actually think, you know, Hebbia and now OpenA…”
Sivulka: xAI could overtake OpenAI and Anthropic in valuation within two years
“I think XAI is the most undervalued company, and a really spicy take. I actually think XAI might overtake OpenAI and Anthropic in value over the next, you know, 12 to 24 months.”
Sivulka: All AI companies and S&P 500 stocks are massively undervalued
“I genuinely believe all AI companies and the S&P 500 are all undervalued, which is a very hot take. But again, if we're about to create a hundred trillion dollars of value, I think this is a real tangible Technological shift. It's a massive unlock on the order…”
Sivulka: Salesforce will survive AI disruption due to human switching costs
“I think that ultimately I don't think they are. I think that I think that Salesforce Like, has built, again, like, a very, very, very sticky network effect with people, and people are the shifting function at the end of the day. It's not a technology problem. …”
Hybrid teams of humans and AI agents will dominate organizational structures
“You're going to start to have, you know, fully human organizations. Actually fully AI organizations like the one person billion dollar startup or, you know, these things that are effectively just APIs. And you'll actually have, and this will be the most common…”
Prompting AI agents will soon become synonymous with management
“As agents are rolled out, you'll actually start to see you know, people that are really good at prompting, really good at defining a process, be the best managers, and actually be the best at extending whatever their agenda is in the organization, or making th…”
Hebbia pioneered inference-time compute scaling two years ago
“And actually the whole scaling at inference paradigm was pioneered at Hebbia. So our early matrix product two years ago, we're one of the first people to say, hey, you get way better accuracy from using more large language model calls at runtime.”
Chatbots are like calculators, inadequate for serious enterprise knowledge work
“Chatbots are, in my eyes, like the TI-eighty-four, or like the HP-twelve-c, like a calculator. It's a one-off, you know, I'm gonna go and put in my equation and then get a response. Nobody does their taxes in a calculator. Nobody, you know, computes a DCF or, …”
Hebbia was the first company to productionize RAG in 2020
“Hebbia were actually the first to turn that into a product. So it's like a very close thing to my heart. So back in 2020, we were the first people to actually productionize it, roll it out.”
One line per show, most statements first. The link opens George's full record on that show: the calibration, argument clarity, speaking style and every statement made there.
| Show | Role there | Eps | Statements | Record | |
|---|---|---|---|---|---|
 20VCLEDGER | Founder & CEO, Hebbia | 1 | 43 | 33% 2/6 | full record on 20VC → |
 MADLEDGER | Founder & CEO, Hebbia | 2 | 41 | 0% 0/2 | full record on the MAD Podcast → |
 a16zLEDGER | Founder & CEO, Hebbia | 1 | 28 | 0% 0/1 | full record on the a16z Podcast → |