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// 4h agoNEWS
Uber COO questions AI token spend
In a Masters of Scale interview, Uber President and COO Andrew Macdonald frames the company’s AI posture as increasingly cost-conscious, saying the economics of heavy token usage are becoming harder to defend as more teams adopt AI at scale. The conversation also positions Uber as a company balancing near-term operating discipline with long-term bets on autonomy, travel, and broader platform utility, while keeping an eye on how AI costs affect business decisions across the industry.
// ANALYSIS
The sharp takeaway is that the AI honeymoon is over for budget owners: once token usage stops feeling experimental, it starts getting measured like any other line item.
- –Uber is signaling that AI usage is moving from novelty to procurement discipline, which is where a lot of “tokenmaxxing” enthusiasm runs into finance.
- –This is less about one company’s spend and more about a broader shift from “try everything” to “prove ROI.”
- –Uber’s comments matter because the company sits at the intersection of consumer ops, autonomous driving, and platform-scale economics, so its cost posture tends to rhyme with what larger enterprises will do next.
- –The article is a reminder that AI adoption is not just a model quality story; it is also a unit-economics story.
// TAGS
uberaitokenstokenmaxxingcost-controlunit-economicsautonomy
DISCOVERED
4h ago
2026-05-26
PUBLISHED
20h ago
2026-05-25
RELEVANCE
7/ 10
AUTHOR
_____k