“I consume between 300 and 500 million tokens a day just to get my work done.”

A few thousand dollars a day in tokens, and 90 to 95 percent of that spend lands with two vendors. That is the shape of the AI economy in one sentence. The output is investment memos, which are opinions with footnotes. Nobody here has shown that half a billion tokens a day picks better companies than reading carefully and taking fewer meetings.