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

Assertion Partly supported
Dan Fu: DeepSeek-V3 was trained on ~2,000 H800s with 20% MFU
“If you look at the deep seek model, for instance, this is one of the best open source models we have out there today. It was trained at the end of 2024. On last generation, kind of nerfed GPUs, H 800 instead of H 100, the 800 is nerfed by all sorts of ways fro…”
Dan Fu Jan 22, 2026 ▶ 17:26 The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)
Assertion Supported
Poolside and Reflection are building clusters with massive B200 GPU deployments
“They're companies like Poolside. They're building out tens of thousands of B-two hundred, GB-two hundred chips. You know, there's other folks like Reflection who are who are building out. Tens of thousands of B 200 chips.”
Dan Fu Jan 22, 2026 ▶ 19:13 The End of GPU Scaling? Compute & The Agent Era — Tim Dettmers (Ai2) & Dan Fu (Together AI)
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