nuq 'oH "the human in the loop" nonprofit context-Daq?	AI-'e' mission-lIj serve neH. SoH decide AI problems solve should. SoH evaluate solutions mission-lIj align. SoH relationships real-world impact maintain.
dependency-vo' avoid ghaH nuq?	AI ghaH doing explain can SoH. Yes, healthy augmentation 'oH. No, processes rework SoH must.
AI efficiency time saved ghaH what?	AI human work more-vaD SoH free should. Handwritten card, personalized outreach, community individuals-vaD time—these focus SoH can.
organizational AI policy ghaH why important?	Policy decisions platforms, task delegation, quality oversight, transparency, values alignment document. Organization whole consistent work can.
Part I exercise address ghaH what?	Platform awareness. Tools AI organization use will? Prohibited ghaH which? Data retention policies acceptable ghaH what?
Part II exercise ghaH what?	Task delegation boundaries define. Work AI assistance appropriate ghaH what? Work human stay fully should ghaH what? Decide ghaH who?
Part III exercise address ghaH what?	Expectations capacity. Time saved redirect ghaH how? Expectations realistic ghaH what? Team across capacity AI build ghaH how?
Part IV exercise ghaH what?	Quality oversight. Outputs review ghaH who? Verification steps required ghaH what? Mistake AI make ghaH when what happens?
Part V exercise address ghaH what?	Transparency. Stakeholders funders served those know ghaH what? AI involvement disclose ghaH how? Attribution AI ghaH what?
Part VI exercise ghaH what?	Values alignment. Mission lIj serve AI ensure ghaH how? Principles ethical guide decisions AI ghaH what? Use AI not should ghaH when?