# The government learned the hard lessons of cloud. It should apply them to AI now.

- Source: Federal News Network
- Published: 2026-10-21T21:19:41+00:00
- Category: Local
- Original: https://federalnewsnetwork.com/commentary/2026/10/the-government-learned-the-hard-lessons-of-cloud-it-should-apply-them-to-ai-now/
- Canonical: https://groundlevelnews.com/story/the-government-learned-the-hard-lessons-of-cloud-it-should-apply-them--9081e4/

Agencies should apply cloud-era disciplines to models, prompts and agents now, and shift from "human in the loop" to "human in the lead.”

_Ground Level News shows a short summary only; the full article and all rights belong to Federal News Network._