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 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

Prediction Not checkable as stated
Lambert: AI progress will yield steady improvements rather than rapid singularity
“I think these researchers are going to grind out improvements for multiple years, but never in a way that results in this kind of accelerating well that we get drawn into.”
Nathan Lambert Nov 20, 2025 ▶ 1:21:34 Open Source AI Strikes Back — Inside Ai2’s OLMo 3 ‘Thinking"
Prediction Not checkable as stated
Lambert: Big tech will realize 95-98% of LLM potential by 2030
“I think that how I describe it is that big tech has all collectively realized that these language models plus scaffolding is going to unlock absolutely incredible value. And I have very high probability, barring extreme geopolitical situations, that big tech E…”
Nathan Lambert Nov 20, 2025 ▶ 1:24:19 Open Source AI Strikes Back — Inside Ai2’s OLMo 3 ‘Thinking"
Prediction Not checkable as stated
Lambert predicts more US labs will release open AI models
“If you look at this podcast in the coming months, I do think there's going to be, look like there's a lot more labs in the U S participating.”
Nathan Lambert Nov 20, 2025 ▶ 16:22 Open Source AI Strikes Back — Inside Ai2’s OLMo 3 ‘Thinking"
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