Editing Pathway: High Automation, Low Ethics (section)

== What Leveling Up Looks Like ==
* Every AI workflow you build includes an explicit quality gate — a point where output is checked before it moves forward
* You can classify your AI-assisted tasks by risk level and apply appropriate verification standards (not everything gets the same scrutiny — but nothing gets zero scrutiny)
* You catch AI errors ''before'' they reach stakeholders, not after
* You've built a personal verification checklist and it's become habit — you use it without thinking about it
* When you design a new automation, your default question is "where should the human check go?" rather than "how do I eliminate all human steps?"


[[Category:AI Fluency Playbook]]
[[Category:Learning Pathways]]