DeGods Founder: Anthropic's Prospectus Can't Mask AI Investment Risks; Model Homogenization May Squeeze Industry Margins

Odaily: Frank, founder of DeGods and a well-known trader, posted on X that although Anthropic's latest S-1 prospectus shows strong revenue growth, this should not be taken as evidence that the headwinds facing AI investment have disappeared.

Frank pointed out that Q2 2026 coincided with a peak period of enterprises massively purchasing and consuming AI tokens, and it was not until July that the market began to pay attention to AI spending management. At the same time, AI models are becoming increasingly homogenized, with differences between model outputs growing ever smaller, which could intensify competition and compress industry profit margins—a trend that had not yet fully manifested in the second quarter.

In addition, he believes there is still a lack of clear evidence proving that AI can create more profits for most enterprises. Anthropic's large enterprise customers are likewise under pressure to improve their own profit margins and may proactively cut Claude-related spending in the future.

Frank also said that major tech companies and AI labs have signed capital expenditure commitments extending through 2034, and these expectations may already be priced into stock valuations. Whether companies reduce costs by improving the efficiency of existing chips or raise additional capital expenditure funds by issuing more shares, both could put pressure on related stock valuations in the future.

Frank concluded by emphasizing that he is bullish on AI over the long term and may participate heavily in Anthropic's IPO, but he believes the industry's ultimate winner has yet to be determined, and the real AI investment opportunity may not emerge until the current market cycle comes to an end.