Workday, Oyster, and G-P show AI job redesign is moving faster than job descriptions. What mid-level and executive Data & AI leaders should do this week.

14,800 people a month search how to become a chief data officer. Almost none find an answer from someone who has coached one into the role. The twelve-month plan.

EU AI Office just opened its first probes — triggered by agent escapes in testing. The AI agent accountability question lands on your org chart next.

The DOJ just raided 40 Texas laptop farms. Remote workforce verification is no longer a one-time hiring gate — it's a continuous workforce-design problem.

81% of senior engineering leaders shipped an AI-coding incident last quarter. Why AI code review just became the most promotable engineering skill of 2026.

IBM finds 80% of executives saw an AI incident reach the board, while KPMG shows fewer leaders building controls into agents. Why AI accountability is this week's leadership test.