#roi

Only 2,000 elite engineers exist to implement AI at enterprise scale, but demand is surging 2,100% by year-end, creating a talent crisis.

OpenAI shifts enterprise AI measurement from cost-per-token to work-accomplished metrics, introducing a four-part scorecard for quantifying AI ROI.

Uber's president says the company has exhausted its annual AI budget four months into 2026 and questions whether rising Claude Code token consumption is delivering measurable consumer value.