The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI

Simon Willison's Blog News

Summary

Companies are scrambling to reduce AI token spending as costs mount, with Accenture revealing that non-engineers and PDF-to-markdown conversions are major token consumers.

No content available
Original Article
View Cached Full Text

Cached at: 08/07/26, 05:55 PM

# The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI Source: [https://simonwillison.net/2026/Aug/7/pdfs-are-terrible/](https://simonwillison.net/2026/Aug/7/pdfs-are-terrible/) 7th August 2026 \- Link Blog **[The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI](https://www.404media.co/the-tokenpocalypse-is-here-companies-are-scrambling-to-stop-spending-so-much-on-ai/)**\([via](https://www.tiktok.com/@404.media/video/7654962124053171470)\) There's a fun anecdote from Accenture \(apparently via leaked meeting audio recordings\) in this 404 Media piece from June 24th: > “We’re seeing from some of the data internally at least that it’s actually not our engineers that are driving the token consumption\. It’s a lot of the non\-engineers that are doing some of those behaviors \[\.\.\.\] you were talking about,” Justice Kwak, Accenture’s agentic AI strategy lead, said \[\.\.\.\] Stuart Henderson, Accenture’s client group lead, interrupts\. He jokes he hopes Kwak didn’t just convert a PDF into images and then into markdown files\. “I’m learning that’s one of the big token chewers,” Henderson says\. “Turning PDFs into markdown: is that right?” That’s when Kwak says that’s what Accenture’s own data shows\. Maybe if Accenture figure out that PDFs are a*terrible medium for communicating information*they'll be able to push that message out to the rest of the business world too\!

Similar Articles