The cure for an unverifiable AI financing claim is a free search box pointed at the documents that raise the money.

The paper argued on June 28 that EDGAR's full-text search tests the AI financing claim for free, counting the annual reports that stake it. The financing documents draw a sharper line. A search of registration statements — the Form S-1 a company files to sell shares to the public — returns 6,929 filings that mention "artificial intelligence." [1] In the paperwork that raises capital, the term is nearly ambient, and therefore worth little on its own.

The funnel is the story. Narrow the same S-1 search to the marketing phrase "powered by artificial intelligence," and the field collapses from 6,929 to 51. [2] Follow the claim to the finish line — the Form 424B4 final prospectus a company files as it prices the offering — and the count falls again, to 19. [3] Thousands of issuers gesture at AI; dozens brand themselves by it; and a handful carry the specific claim into the document that sells the stock under the full weight of the securities laws.

That last step is the one X never watches. A pitch deck is free to dazzle, and a funding-round headline costs nothing to write. A 424B4 is different: it is the offering document, the place where a misstatement about what the technology does becomes a liability rather than a slogan. The drop from 51 to 19 measures how many companies were willing to keep the phrase when the lawyers priced the risk. [3]

This is the divergence the paper keeps. X treats every AI financing claim as rocket fuel to buy or a scam to dunk on, at the speed of a reply. Mainstream business coverage — CNBC among it — celebrates the round, the chip supplier, the marquee customer. The public record asks the slower question: which filers put the claim where it can be tested, and did it survive from the registration statement to the priced prospectus? [1][2]

AI may remake chips, cloud, and software. It does not change the rule that a financing claim needs a filed document and language that still reads true after the money is raised. The search is free, indifferent to hype, and one query away from telling a buyer whether the story reached the prospectus or stopped at the deck. [3]

-- THEO KAPLAN, San Francisco