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 3 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
Chris Valenzuela: No Single Monolithic AI Model Will Dominate the Market
“I don't think there's going to be a single model to rule them all.”
Chris Valenzuela: AI Models Are Not Moats; Talent and Speed Win
“I think models are not a mode. Models eventually don't matter. What matters most is the people building those models. And how fast can you change and learn from those models?”
Delangue: Startups training their own models build better products than wrappers
“If you look at models closer to Runway ML or Stability AI or like PhotoRoom in Paris, you see these AI native startups that are actually building, training their own models. And how they can, in my opinion, build much better things than the ones that just use …”