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.

2statements match

0resolved → 0open claims → 0supported → 0contradicted →

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

Assertion Not checkable as stated

Fu: AI coding tools enable expert programmers to move 10x faster

“But if you give an expert programmer This set of tools, they can go 10, 10 times faster than they were able to go before.”

Dan Fu Jan 22, 2026 ▶ 34:41 The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)

Assertion Not checkable as stated

Fu: Hardware utilization during AI inference is under 5%

“At inference time, when the, when you have the model, when it's already been trained, already been post-trained, the hardware utilization is like less than five percent.”

Dan Fu Jan 22, 2026 ▶ 55:13 The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)

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The Ledger

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