“But the landscape right now, in 26, if you want to buy more compute, good luck to you. Like, tell me, because I don't know where else to find it.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Sarah Friar
Opinion
Friar: LLMs are not commoditizing because value lies in agentic layers
“A year ago people talked about the commoditization of the LLMs. And frankly, it's gone the opposite because as you start building an agentic layer, and we've all started to use this word harness, but the harness is what brings the context, the memory, right?”
Sarah FriarJun 2, 2026▶ 27:05OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute
Insight
Friar: Scaling AI models lowers token costs and raises gross margins
“As we, as models get bigger, there's more efficiency that should lower the overall cost to give you a token in the world. That should compound to higher gross margins, ultimately more ways to pay for compute, and then access to compute is one of the really big…”
Sarah FriarJun 2, 2026▶ 5:23OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute
PredictionOpen · timeframe Apr 2027
Sarah Friar: OpenAI will unveil new hardware in 2026 and sell in 2027
“We're changing into a consumer substrate that I cannot tell you what it is, but by the end of this year, we will unveil it. Early next year we'll be able to buy it.”
Sarah FriarJun 2, 2026▶ 14:57OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute
AssertionNot checkable as stated
Friar: OpenAI holds at least 11% of search market share
“We know we have at least 11% of the search market.”
Sarah FriarJun 2, 2026▶ 30:12OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute
AssertionNot checkable as stated
Friar: OpenAI's revenue is split roughly 50/50 between consumer and enterprise
“Our revenue is getting pretty balanced about 50, 50.”
Sarah FriarJun 2, 2026▶ 6:13OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute
PredictionNot checkable as stated
Friar: OpenAI will still lack sufficient compute capacity in 2026
“Thank God we did, because in 26, we still won't have enough compute.”
Sarah FriarJun 2, 2026▶ 8:56OpenAI CFO Sarah Friar: IPO, AI Rivalries, New Device, and Spending $100B+ on Compute
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