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
Patel: Chip startups cannot beat Nvidia playing Nvidia's game
“You're never going to beat Nvidia at their own game, right? They're going to have the supply chain on lock. They're going to get to the newest memory technology or process technology or whatever packaging technology, whatever it is, sooner than you.”
Patel: AI workload scale enables 10x performance gains from specialized chips
“But now the workload is so large that there is room for specialization that will give you 10 X increases in certain domains, right?”
Patel: AI coding startup costs are driven by pre-fill context, not decode tokens
“If you look at coding as an application and you like look at these coding companies and how much they're paying for prefill versus decode, actually majority of their cost is prefill tokens, not decode tokens, because the context is just so large and it's switc…”
Patel: AI model performance is a lagging indicator of prior hardware CapEx
“Ultimately the capex that Microsoft spent in 2024 for OpenAI is what results in 2025 for OpenAI or CoreWeaver or whoever is what results in their models being so good this year. Same with Anthropic and Amazon Google and their models now being so good now is th…”