Human-in-the-loop
An operating mode in which a person reviews, adjusts, or approves a system's output before it takes effect. Recording this accurately matters because it relocates accountability toward the human decision-maker; a system marketed as automated but run human-in-the-loop is governed on different terms than a fully automated one.
Defined in 3 GAGE programs, which carry 9 distinct definitions of it. The wording above is taught in AI Governance: Applied Mastery.
How each discipline defines it
The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.
An operating mode in which a person reviews, adjusts, or approves a system's output before it takes effect. Recording this accurately matters because it relocates accountability toward the human decision-maker; a system marketed as automated but run human-in-the-loop is governed on different terms than a fully automated one.
An autonomy position where the AI proposes and a human approves each case before it executes. Effective only when the volume is low enough that the human genuinely reviews; at high volume it degrades into rubber-stamping.
A setting where the AI drafts something and a person approves it before it reaches a customer or moves money. The recommended mode for anything customer-facing or money-touching on a new automation.
An oversight design in which a human must approve an agent's proposed action before it executes (Tier 2). Effective only when approvals are rare and consequential enough to avoid rubber-stamping.
A design and policy principle requiring a person to review and approve any AI output before it affects a real decision, especially grading or discipline.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- When to Delegate to AI Agents vs. Handle Tasks Yourself · Agentic AI and Workforce Integration, AI Literacy & Professional Conduct
- No-Code/Low-Code AI Implementation · Bonus: SMB AI Adoption Path, AI Literacy & Professional Conduct
- No Policy Yet: Your Personal AI Ruleset and Shaping the One That Comes · Bonus: AI for Educators, AI Literacy & Professional Conduct
- Meet your systems: mapping the AI your own organization already runs · Taking Command, AI Governance: Applied Mastery
- Build, buy, or wrap: the decision framework with your organization's real budget · Shipping AI and Surviving the Incident, AI Governance: Applied Mastery
- The vendor interrogation: questions that expose what the sales deck hides · Shipping AI and Surviving the Incident, AI Governance: Applied Mastery
- Current-State Process Mining · Diagnose the Organization, Business AI Transformation
- Automation Opportunity Assessment · Process and Operations Redesign, Business AI Transformation
- Intelligent Process Redesign · Process and Operations Redesign, Business AI Transformation
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.