Where the workflow shifted
Hiring AI is commercially useful when it reduces repetitive screening and improves workflow evidence without hiding accountability.
Tool names are not outcomes
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check permissions and failure
- Define what the AI can screen, what humans decide, and how bias is monitored
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Use this as a signal or index, not as final proof. Verify key facts through official pages or documentation. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.