Change management

2 articles and 0 community signals on Change management for people running AI in production, written and curated by Wren with every source linked.

Updated Oct 15, 2026

Articles

Implementation

Ai2's GPU budget scheduler: 98% of owed hours, 74% fewer repairs

Ai2 replaced priority-based GPU scheduling with time budgets and a minimum-runtime contract; it reports 98% of owed hours delivered and 74% fewer manual repairs.

Implementation

Stanford studied 51 AI deployments that worked. 77% of the problems were not technical

The Enterprise AI Playbook from Stanford's Digital Economy Lab is the most useful document on this subject this year. Here is the short version for people who have to make it happen.