Alert fatigue
The general security-operations phenomenon in which a reviewer facing high volumes of low-priority or routine alerts becomes desensitized and less likely to give any single alert, including a genuinely urgent one, adequate scrutiny. Illustrated in Section 4 by the Target Corporation breach; the underlying human-attention mechanism T10 names for agentic systems specifically.
Defined in 5 GAGE programs, which carry 8 distinct definitions of it. The wording above is taught in Agentic 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.
The general security-operations phenomenon in which a reviewer facing high volumes of low-priority or routine alerts becomes desensitized and less likely to give any single alert, including a genuinely urgent one, adequate scrutiny. Illustrated in Section 4 by the Target Corporation breach; the underlying human-attention mechanism T10 names for agentic systems specifically.
The failure that occurs when a monitoring system fires so often, especially on normal variation, that the owner learns to ignore it, turning even the alerts that matter into noise. Prevented by setting thresholds where action is genuinely warranted and tiering alerts by severity.
The well-documented pattern in which people exposed to frequent false alarms begin to disregard alarms in general, including true ones. A warning system with a heavy false-alarm burden can produce alert fatigue and thereby cause the very missed cases it was meant to prevent.
The condition in which a team receives so many low-value or poorly targeted quality alerts that it begins to deprioritize alerts as a category, increasing the risk that a genuinely important alert is dismissed along with the noise.
The tendency to stop reading or acting on notifications once they arrive too frequently to feel meaningful, a risk when a transaction alert threshold is set too low relative to a person's ordinary spending.
Where it is taught
The exact lessons this term appears in. The first 7 topics of every program are free with a free account.
- Approvals in a Coding Agent · Meaningful Human Accountability, Agentic AI Governance: Applied Mastery
- Oversight at Agent Speed · Meaningful Human Accountability, Agentic AI Governance: Applied Mastery
- The OWASP Threat Map II · Technical Controls and Threat Modeling, Agentic AI Governance: Applied Mastery
- Freshness, completeness, and the lie of the green dashboard · Quality as Physics, AI Data Governance: The Data Chair
- Model drift: detecting the quiet degradation nobody reports · Evaluation and Trust, AI Governance: Applied Mastery
- The evaluation report: evidence that your trust levels are earned, not hoped · Evaluation and Trust, AI Governance: Applied Mastery
- Process Governance and Continuous Improvement · Process and Operations Redesign, Business AI Transformation
- Bank alerts and the withdrawal threshold you choose · The Hardening Lab, Senior AI Scam Defense
Terms it appears with
Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.