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 4 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Kant: Catching up to frontier AI labs will soon become unfeasible
“We've got a small window before models are Really impacting recursive self-improvement to a level where catching up otherwise might become unfeasible.”
Eiso Kant Jul 22, 2026 ▶ 33:51 The AI Frontier: from open weights to open research — Eiso Kant, Poolside AI
Prediction Not checkable as stated
Kant: Reinforcement learning will move earlier into LLM pre-training
“I have I would say a not commonly held opinion that reinforcement learning will move earlier and earlier into pre-training.”
Eiso Kant Jul 22, 2026 ▶ 45:09 The AI Frontier: from open weights to open research — Eiso Kant, Poolside AI
Prediction Open · timeframe Jul 2027
Kant: Prompts stuffed with dozens of tools will vanish in 12 months
“I think we will in 12 months not see a single system prompt that is stuffed with 20 or 30 or 40 tools anymore.”
Eiso Kant Jul 22, 2026 ▶ 1:13:39 The AI Frontier: from open weights to open research — Eiso Kant, Poolside AI
Prediction Not checkable as stated
Kant: AI will become the world's most demanded commodity with commoditizing margins
“Intelligence is the most in life. You're going to be the world's most demanded commodity. It will more commoditize in margin and price.”
Eiso Kant Jul 22, 2026 ▶ 1:28:02 The AI Frontier: from open weights to open research — Eiso Kant, Poolside AI
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