May 25, 2026
Token drama hits surge pricing
Ubers COO says its getting harder to justify the money spent on AI tokenmaxxing
Uber’s AI spending panic has commenters screaming “we told you so”
TLDR: Uber says its expensive AI tools are getting harder to justify because the company can’t clearly show they’re producing better features for customers. Commenters turned that into a roast, arguing bosses are chasing trendy numbers, while others joked the AI boom looks a lot less smart when someone finally checks the bill.
Uber’s own leadership just lobbed a grenade into the AI hype party: the company says it’s getting harder to prove all that spending on AI is actually turning into better stuff for riders and customers. In plain English, Uber is paying a lot for these chatbot-style coding tools and automated helpers, but its operations chief says the results are still murky. That instantly lit up the comments with a familiar online chorus: if the bill is huge and the payoff is fuzzy, why are companies acting like this is free magic?
The strongest reactions were a mix of smug, annoyed, and darkly amused. One commenter basically said, forget the corporate budget cuts, I’d pay for the tool myself if they kill it, which captures the split perfectly: some workers still love AI even if the bosses are sweating. Others were far harsher, calling this another case of leaders chasing the wrong number and mistaking “more tokens spent” for “more real work done.” That sparked the real drama: is AI helping, or are companies forcing employees to use it just to say they’re modern?
And yes, the jokes flew. One person laughed that “maxxing” has now infected office language, while another snarked that Uber’s COO sounds like he’s ready to bet against AI stocks altogether. The overall vibe? The AI gold rush suddenly looks a lot less shiny when the receipts arrive.
Key Points
- •Uber COO Andrew Macdonald said it is becoming harder for the company to justify its AI costs.
- •Macdonald said Uber CTO Praveen Neppalli Naga’s April remark about exhausting the 2026 Claude Code budget sparked internal discussion about AI token consumption.
- •Macdonald said higher token usage at Uber has not shown a proportional increase in useful consumer-facing features.
- •Uber CEO Dara Khosrowshahi said earlier this month that the company was slowing hiring to offset AI investments.
- •The article says some companies are reevaluating aggressive AI-usage policies, citing Duolingo’s reversal on including AI use in performance reviews.