Takeaway from Uber AI deployment

The story of Uber depleting its entire 2026 AI budge in just 4 months has been making the rounds and while there are certainly some distinctions to be made (speed vs efficiency, output vs outcomes) I guess he moral of the story, at least for me, is that you should never roll out a usage-based priced SaaS without any cost monitoring.
With monitoring in place, you can tolerate inefficiency (acceptable) while keeping an eye on runaway costs (unacceptable) and you figure out how to connect usage to outcomes.

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