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 6 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

Opinion
Jason Lemkin: Seamless switching between TPUs and GPUs undercuts Nvidia's moat
“The idea that NVIDIA is unstoppable because of the software and hardware connection, because we have to have GPUs. I know there's a lot of truth to that, but literally as an end user, I went right back and forth to them today. No, no issue. TPUs, GPUs, LLMs, a…”
Jason Lemkin Nov 27, 2025 ▶ 5:46 Anthropic Raises $30B from Microsoft & NVIDIA & NVIDIA’s Core Business Faces TPU Threat · 20VC with Harry Stebbings
Opinion
Morin: Google TPUs have more mature software and compute than Nvidia
“But AMD can do training, but it's also, but in terms of maturity, the, by far the most mature software and compute is TPUs, and then it's Nvidia.”
Steeve Morin Feb 24, 2025 ▶ 44:10 Steeve Morin: Why Google Will Win the AI Arms Race & OpenAI Will Not | E1262 · 20VC with Harry Stebbings
Assertion Not checkable as stated
Morin: Google TPUs lack commercial success outside of Google
“They are very much successful inside of Google, but not much outside of Google, let's say, right?”
Steeve Morin Feb 24, 2025 ▶ 16:21 Steeve Morin: Why Google Will Win the AI Arms Race & OpenAI Will Not | E1262 · 20VC with Harry Stebbings
Assertion Supported
Lemkin: Anthropic signed a deal for one million TPUs
“Anthropic signed a deal for a million TPUs, right? And is deep on the whole Amazon Tranium ecosystem.”
Jason Lemkin Feb 5, 2026 ▶ 58:36 The SaaS Massacre: Public Market Collapse |Microsoft Lost $360B & NVIDIA’s $100B Dispute with OpenAI
Assertion Not publicly verifiable
Ross: Google ran three parallel chip projects, but only TPU succeeded
“So, people look at the TPU as a big success, and what they don't realize is that there were about three chip efforts at Google at the same time and only one of them ended up outperforming GPUs.”
Jonathan Ross Sep 29, 2025 ▶ 7:13 Groq Founder, Jonathan Ross: OpenAI & Anthropic Will Build Their Own Chips & Will NVIDIA Hit $10TRN · 20VC with Harry Stebbings
Insight
Morin: Bottom-up AI infrastructure strategies fail because developers do not care
“I think that if you are doing it bottom up, infra to applications, you will lose because nobody will care. As they don't today, right? If you look at TPUs, they're available, they're great. Nobody cares.”
Steeve Morin Feb 24, 2025 ▶ 43:37 Steeve Morin: Why Google Will Win the AI Arms Race & OpenAI Will Not | E1262 · 20VC with Harry Stebbings
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