Dylan Patel, Chief Analyst at SemiAnalysis, reacts to Anthropic's long-term revenue projections shared during its fundraising.
Assertion Supported
Patel: Power is less than 10% of total AI cluster cost
“Power is less than 10% of the cost of the cluster. Right? So, so like, it's that 90% you're not saving anything on.”
Assertion Not checkable as stated
Patel: Blackwell GPU failure rates sit at 10%–15% versus Hopper's 5%
“Over time, like, Hopper's now at five percent, but Blackwell's still 10 to 15%. Actually started out higher than that.”
Insight
Patel: Nvidia is diversifying chip architectures due to AI uncertainty
“You've got, like, CPX, you've got, like, the standard GPU, and now you've got the Grok chips, and they all fill a different niche, but really it screams, oh crap, we don't really know exactly where AI is going, which I don't think anyone does, right? I mean, i…”
Insight
Patel: Inference speed matters more than data center location for agents
“You have people thinking like, oh, latency matters in terms of where a data center is. It doesn't matter at all. What matters is, you know, as we've moved from, you know, chat applications, which were like, or search response immediately, chat applications, le…”
Assertion Not checkable as stated
Patel: xAI and Anthropic compute leads bet on space data centers by 2028
“Well, there's a bet, right, between basically the head of compute of XAI and the head of compute of Anthropic. And the bet is, what percentage of worldwide data center capacities in space by the end of 28, and the bar is one percent. And so the XAI guy is like…”
Prediction Open · timeframe Dec 2027
Patel: Semiconductor fab capacity will become the primary AI bottleneck in 2027
“The baton got passed from semiconductor shortages in 23 to power and data centers in 24, 25. 26, we're still, we're swinging the pendulum, but it will fully beat semiconductors again in 27, right?”