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 2 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

Insight
Gio: Wasteful ideas and bad taste offset AI's productivity gains
“I think a big, big mistake that people are making is that because of the AI, building things become easier. People are making a lot of bad decisions, bad tastes, wasteful ideas that actually offset the empowerment of AI.”
Gio (Giovanni) Aug 14, 2026 ▶ 52:07 Inside AppLovin’s $100B Ad Engine
Insight
Ge: Neural network ad models run far more efficiently on modern GPUs than decision trees
“The neural network, the benefit of neural network is, it's made up of a lot of standard GMM, general matrix multiplication, which, you know, is a famous, the GPU. GPU is highly optimized for this kind of operation. But the selection tree, you know, the old gen…”
Gio (Giovanni) Aug 14, 2026 ▶ 16:42 Inside AppLovin’s $100B Ad Engine
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