The end of free compute is the beginning of better engineering
The rising costs of AI development are prompting major companies to reevaluate their strategies. Uber has exhausted its AI budget early in 2026, while Microsoft plans to reduce its use of Anthropic's Claude Code in favor of its own GitHub Copilot CLI. These shifts reflect broader financial pressures and changing incentives in the tech industry.
- ▪Uber has spent $3.4 billion on AI research and development but has already hit its budget for 2026.
- ▪Microsoft is transitioning from using Claude Code to GitHub Copilot CLI to cut operational costs.
- ▪GitHub Copilot will shift from request-based billing to usage-based billing starting June 1, 2026.
Opening excerpt (first ~120 words) tap to expand
I guess we all knew this day was coming. Here are two stories to illustrate what I mean. Tell me if you spot the pattern. Let’s start with Uber: Uber Technologies, Inc is learning the hard way that scaling AI isn’t just about speed—it’s about cost. Despite spending $3.4 billion on research and development, the company has already exhausted its planned AI budget just months into 2026. According to The Information, Chief Technology Officer Praveen Neppalli Naga said Uber is now “back to the drawing board” after a surge in the use of AI coding tools, particularly Anthropic’s Claude Code, has blown past internal expectations.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at The Ken.
Discussion
0 commentsMore from The Ken
