The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 7 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Disclosure
Bryk: Exa applies OpenAI's o1 variable compute paradigm to web search
“One way of thinking about what we built is like O-one for search because, Oh, one is all about like, you know, some questions require more compute than others, and we'll put as much compute into the question as we need to solve it. So similarly with our search…”
Will Bryk Jan 10, 2025 ▶ 13:15 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
Opinion
Bryk: Google Search hadn't changed in a decade by 2021
“And then there was Google which felt like it hadn't changed in a decade because it really hadn't. And it like, you would give it a simple query, like, I don't know shirts without stripes, and it would give you a bunch of results for the shirts with stripes.”
Will Bryk Jan 10, 2025 ▶ 1:29 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
Opinion
Bryk: Exa is the 'OpenAI of search' building AGI for retrieval
“I often say we're the OpenAI of search because we're a research company, we're a research startup that does like fundamental research into making like AGI for search in a way. And then we have all these like business products that come out of that.”
Will Bryk Jan 10, 2025 ▶ 4:54 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
Disclosure
Bryk: Exa's initial foundation model predicted documents rather than raw URLs
“The link refers here to a document. It's not, I think one confusing thing is it's not, you're not actually predicting the URL itself. That would require like the system to have memorized URLs. You're actually like getting the actual document. A more accurate n…”
Will Bryk Jan 10, 2025 ▶ 7:09 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
Disclosure
Exa runs core search subsystems with one or two people each
“And so it's like the crawling system, the AI processing system, and then the serving system. Those are all like, you know, teams of like hundreds, maybe thousands of people at Google. But for us, it's like one or two people each typically, but”
Will Bryk Jan 10, 2025 ▶ 9:00 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
Disclosure
Bryk: Exa purchased a $5 million Nvidia H200 GPU cluster
“We now have we just purchased a five million dollar H 200 cluster.”
Will Bryk Jan 10, 2025 ▶ 53:21 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
Disclosure
Bryk: Exa entered YC with pitch to beat Google
“We entered YC with We are better than Google.”
Will Bryk Jan 10, 2025 ▶ 1:07 Beating Google at Search with Neural PageRank and $5M of H200s — with Will Bryk of Exa.ai
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