Can Anthropic really become a $10 trillion company?

Why it matters

Anthropic has filed its S-1 paperwork to go public on the Nasdaq, and the filing offers a rare look inside the finances of a leading frontier AI lab. Joey Brookhart, an analyst at SemiAnalysis who co-leads the firm's Tokenomics model, walked through the document on the Decoder podcast. He described it as a strong filing, saying the company scaled efficiently and that its margins and cash flow look healthy, with growth that could reassure investors across the chip and compute industries. But the interview also surfaced the central tension: Anthropic's leadership has talked about reaching enormous future revenue, while current spending remains heavily concentrated among a small slice of customers, largely in coding. Brookhart argued that reaching that kind of scale requires expanding into white-collar work, moving from augmentation toward labor replacement. Host Nilay Patel pressed on competition from other labs and open-weight models, plus enterprise reluctance to hand data to a handful of AI companies. The takeaway is that the filing is solid, but the industry's growth story is still unfolding.