Since Uber CTO Praveen Neppalli Naga disclosed in April that the company had burned through its entire 2026 Claude Code budget in four months, Uber has been playing damage control on two fronts simultaneously: AI costs spiraling out of control AND a headcount reduction in the very division responsible for managing its people.

Both stories dropped in the same week. The company insists they're separate issues. Maybe. But the timing is not flattering.

What Happened With the Layoffs

On Wednesday, June 3, Uber confirmed it is eliminating 23% of jobs in its People and Places division — the department covering human resources, recruitment, workplace facilities, and company culture. According to Bloomberg, CNBC, and Business Insider, the cuts affect a large share of senior-level roles specifically.

A company spokesperson confirmed the headcount reduction amounts to "well under 1%" of Uber's 34,000 global employees. The company declined to give an exact number.

Uber's newly minted president Jill Hazelbaker — promoted just three weeks ago to president and chief corporate affairs officer — sent the notification memo to affected employees. She said the organization had grown "too complex and fragmented, with overlapping responsibilities, unclear ownership, and teams operating too far from the businesses and partners they support."

CEO Dara Khosrowshahi sent a separate memo to company leadership saying the "changes are necessary to maximize the effectiveness of the People team and the enormous potential ahead of us," per CNBC.

Also buried in the announcement: HR employees who had previously been approved for remote work are now being told to return to the office. They'll be required to comply with a three-day-a-week in-office policy that's been on the books since last June, according to Stocktwits and Yahoo Finance. They just haven't been enforcing it for this group — until now.

The AI Budget Blowout

Separately — but not really separately — Uber has now placed a $1,500 monthly cap on employee spending for agentic AI coding tools like Anthropic's Claude Code and Cursor.

Why? Because, as ZeroHedge and CNBC both reported, Uber's engineers were racking up individual monthly bills ranging from $500 to $2,000 in token consumption after these tools rolled out in late 2025. Roughly 5,000 engineers were using them at monthly adoption rates between 84% and 95%.

Neppalli ran a two-hour internal demo and personally burned $1,200 in tokens. COO Andrew Macdonald's response, per ZeroHedge: a "head-exploding moment."

Macdonald has since said publicly that the productivity gains from AI tools aren't proportional to what Uber is spending on them. That's the COO admitting, on the record, that the company has no clear line-of-sight between token spend and actual features shipped to customers.

Walmart hit the same wall, according to ZeroHedge — it capped its internal AI coding tool "Code Puppy" after usage blew past projections and shifted from unlimited tokens to fixed per-employee allocations.

What Uber Is Saying vs. What's Actually Happening

Uber's official line: the HR layoffs have nothing to do with AI. A spokesperson told every outlet that asked.

But Khosrowshahi himself said last month that Uber is hiring fewer employees because its existing employees are more productive thanks to AI. That admission carries weight. The CEO explained, in plain English, that AI is reducing headcount pressure.

Yet the company won't connect those two dots publicly when it comes to the People and Places cuts specifically. The spokesperson told Business Insider the cuts "were not due to" AI. But the HR team's job is to recruit and manage employees. If you're deliberately slowing hiring because AI is picking up the slack, you need fewer recruiters.

CNBC noted that Uber still has over 800 open job listings, including roles supporting its robotaxi commercialization push. So this isn't a company in retreat — it's a company restructuring WHERE it's spending on people.

What's Actually Happening Here

Most mainstream coverage — CNBC, Business Insider, Yahoo Finance — treated the AI spending cap and the layoffs as two completely separate stories reported in the same week by coincidence. ZeroHedge connected the AI budget blowout more directly to broader corporate reckoning but didn't dig into the internal contradiction between Uber's public denial and Khosrowshahi's own prior statements about hiring slowdowns.

The question remains: if AI adoption among Uber's engineers hit 95% monthly usage, and if that's making them more productive, and if the CEO said last month that productivity gains are reducing hiring needs — why would the HR team that handles recruiting not need fewer people?

The Context for Regular People

Uber posted $53.7 billion in first-quarter gross bookings, up 25% year-over-year, according to Yahoo Finance. This company is not struggling.

What it IS doing is using a period of strong revenue to restructure — cutting layers of senior HR bureaucracy that accumulated during years of rapid hiring, while simultaneously trying to figure out how to use AI without lighting money on fire.

The workers who got laid off today aren't victims of a struggling company. They're victims of a company that over-hired during a growth phase and is now streamlining. That happens. It's real and it's painful for the people involved.

But every major employer is living this story right now: AI tools are expensive, adoption is high, and the ROI is still murky. Uber blew its entire AI budget in four months and has NO clear proof yet that it translated into better products. A company spending tens of millions on AI cannot yet tell you whether it's working.