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.
why aren't all 4 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
Surge AI Surpassed $1B in Revenue With Under 100 Employees
“Yeah, so we hit over a billion of revenue last year with under a hundred people.”
Chen: Public AI Benchmarks Are Unreliable and Often Contain Wrong Answers
“I don't trust the benchmarks at all. And I think that's for two reasons. So one is, I think a lot of people don't realize, even researchers within the community, they don't realize that the benchmarks themselves are often honestly just wrong. Like they have wr…”
Surge AI tracks keystrokes and model gains to evaluate data annotators
“The way it works is we essentially gather thousands of signals about everything that you're doing when you're working on a platform. So we are looking at your keyboard strokes. We are looking how fast you answer things. We are using reviews. We are using code …”