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Welcome, AI enthusiasts
Uber burned through its entire 2026 AI budget in just 4 months, 95% of its engineers use AI tools every month, and the company's own president still cannot prove any of it is making the product better. Andrew Macdonald said it openly on a podcast this week. For the first time, one of the world's largest tech companies is publicly questioning the enterprise AI productivity story from inside the C-suite. Let's dive in!
In today’s insights:
Uber Triggers the Enterprise AI ROI Reckoning
China Walls In Its Top AI Talent
OpenAI Safety Lead Jumps to AI Resilience Push
Read time: 4 minutes
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Evolving AI: Uber burned through its full 2026 AI coding budget in four months, and its COO can't prove the spend is paying off.
Key Points:
COO Andrew Macdonald can't tie AI token use to real consumer features.
Uber burned through its full 2026 Claude Code and Cursor budget in just four months.
R&D spending hit $951 million in Q1 2026 alone, a 17% jump year over year.
Details:
Andrew Macdonald said the link between Uber's AI usage and consumer features is missing. He called the dynamic "tokenmaxxing," where consumption climbs faster than output. Adoption inside Uber is essentially complete, with 95% of engineers using AI monthly and 70% of code AI-generated. Yet that scale hasn't shown up in shipped features, even as R&D spending hit $951 million in Q1 2026, a 17% jump year over year.
Why It Matters:
Macdonald's admission is the most candid yet from a major AI buyer. MIT found 95% of generative AI pilots still fail to produce ROI, and CFOs are starting to ask harder questions. Expect more outcome-linked contracts, slower seat-count renewals, and procurement teams pushing AI vendors for proof rather than usage stats.
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CHINA
🏛️ China Walls In Its Top AI Talent
Source: theinformation
Evolving AI: Beijing is restricting overseas travel for top AI talent at Alibaba and DeepSeek.
Key Points:
Top AI researchers at Alibaba and DeepSeek now need state approval to travel abroad.
Beijing is treating them like nuclear scientists, with similar national security weight.
DeepSeek leadership and Manus co-founders faced similar limits in recent months.
Details:
Chinese authorities have begun requiring senior AI researchers, founders, and engineers at firms like Alibaba and DeepSeek to clear overseas trips with the government. The category now includes private sector executives, a notable expansion from controls historically reserved for state-linked roles. Neither company or Beijing has not publicly commented on the policy.
Why It Matters:
For years the AI race centered on chips and compute, but now the talent itself is the contested resource. With Chinese researchers returning home in record numbers and Meta reportedly dangling 100 million dollar bonuses, a single mind has rarely been worth more. Beijing's response is to keep its best close to home.
Evolving AI: Shavit leaves OpenAI for its Foundation to build the AI Resilience program.
Key Points:
Shavit resigned Friday and started Tuesday at the OpenAI Foundation.
He's building the AI Resilience program, focused on safety risks.
He says there's little time left to prepare for superintelligence.
Details:
OpenAI's frontier AI safety policy lead resigned on Friday and joined the OpenAI Foundation on Tuesday to help build the AI Resilience program. The Foundation launched the program in March 2026 with at least one billion in initial funding, part of a wider 25 billion commitment. The work covers AI safety for children, biosecurity, and model evaluation. He said the window for joining safety work before superintelligence is closing fast.
Why It Matters:
The Foundation is becoming the safety hub for OpenAI as the for-profit arm chases product launches, and Shavit fits a wider 2026 pattern of safety researchers shifting roles, though most leave the company outright. He's keeping the expertise inside the OpenAI orbit, just on the philanthropic side.
Google showed what could become the next big AI device category: smart glasses that can see, hear, translate conversations, and assist you in real time. In this demo, the glasses handle navigation, live translation, and contextual help through natural voice interaction — no phone screen needed. It’s a sign that AI is moving from apps into always-on wearable assistants.
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