Will AI agents and Super AI replace humans as managers?
Use tools for organisation, reminders and suggestions while authorised people own personnel and consequential decisions. Record evidence and final decisions.
Putting ai workflows into practice
Generated output may omit information or introduce unsupported statements. Separate model output, human approval and execution; a recommendation does not grant release authority.
Checking the result
Test both sufficient and incomplete inputs and compare accuracy, omissions, rework and stopping behaviour. Verify sources and commitments before public release.


