New York City regulators have ordered Uber’s food-delivery arm to pay a total of $3.5 million after finding delivery workers were under-paid for thousands of trips. The company agreed to distribute $3.15 million in direct restitution to approximately 48,000 couriers who logged late-night, weekend and peak-demand deliveries without receiving promised premiums, and to pay $350,000 in civil penalties and legal fees. The settlement follows a six-month investigation by the city’s Department of Consumer and Worker Protection, which uncovered more than 200,000 instances of missing pay adjustments. Investors should note the potential for similar enforcement actions in other jurisdictions, as well as the hit to the company’s profitability from one-off compliance costs and reputational impact with couriers.

Uber is set to report full fiscal-year results next week, with particular focus on whether third-quarter margin pressures persist or prove transitory. Analysts expect overall adjusted EBITDA to exceed break-even for the first time, but warn that elevated marketing spend and driver incentive programs could weigh on profitability if gross bookings growth slows. A key variable is the progress of Uber’s partnership with Nvidia on next-generation AI mapping for navigation efficiency; upside surprises there could offset margin headwinds by reducing per-trip variable costs. Management commentary on regional growth drivers—specifically Latin America and Asia Pacific—will also be scrutinized for signs of sustainable unit economics improvements.

In a significant expansion of its autonomy strategy, Uber has agreed to invest up to $1 billion in Waabi, a Canadian self-driving startup led by former Uber AI chief Raquel Urtasun. The deal comprises $750 million in upfront funding and an additional $250 million contingent on Waabi achieving deployment milestones tied to scaling its simulation-first platform. The arrangement positions Uber to source as many as 25,000 robotaxis from Waabi over multiple phases, complementing more than 20 existing autonomous-vehicle partnerships worldwide. While Waabi’s focus has been on long-haul trucking to date, its AI “brain” and mixed-reality testing infrastructure are designed for rapid adaptation to urban ride-hail use cases. This broad, diversified approach to autonomy development underscores Uber’s willingness to spread technical and commercial risk across multiple collaborators.