Feedback loop
The cycle that turns a process's real-world outcomes into improvement: capture what happened (especially human corrections), analyze for patterns, improve the process, and verify the improvement. The offensive half of governance, versus monitoring's defense.
Defined in 4 GAGE programs, which carry 4 distinct definitions of it. The wording above is taught in Business AI Transformation.
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.
A control architecture in which the current output (measured angle) is compared to the desired output (commanded angle) and the difference (error) is used to generate a corrective control signal. Feedback allows the system to reject disturbances and maintain position accuracy against external forces.
The cycle that turns a process's real-world outcomes into improvement: capture what happened (especially human corrections), analyze for patterns, improve the process, and verify the improvement. The offensive half of governance, versus monitoring's defense.
A dynamic in which the outputs of an AI system influence the future training data for that system, causing any bias in current outputs to be amplified in subsequent training cycles. Explicitly addressed in Article 10(2)(f) and Recital 67.
A structure in which a system's output, directly or indirectly, becomes one of its own future inputs. Feedback loops determine how a system responds to a disturbance over time.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- Process Governance and Continuous Improvement · Process and Operations Redesign, Business AI Transformation
- Data Governance and Dataset Documentation (Article 10) · High-Risk AI Requirements: The Technical File, EU AI Act Implementation Expert
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.