As AI giants like OpenAI and Anthropic go public, the industry shifts from speculative startups to normalized market utilities. Selling raw AI tokens is becoming a commodity business with plummeting margins, forcing companies to pivot toward building ecosystems and specialized software tools to survive the inevitable commoditization of intelligence.

Topics: Artificial Intelligence, Market Strategy, IPO, SaaS, Economics

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What are the key takeaways from “"The window has closed"” on David Shapiro?

Insights from the David Shapiro episode “"The window has closed"”, published June 15, 2026.

What is this episode about?

As AI giants like OpenAI and Anthropic go public, the industry shifts from speculative startups to normalized market utilities. Selling raw AI tokens is becoming a commodity business with plummeting margins, forcing companies to pivot toward building ecosystems and specialized software tools to survive the inevitable commoditization of intelligence.

Topics: Artificial Intelligence, Market Strategy, IPO, SaaS, Economics