Versatile AI Risk Assessment

Glossary Control and oversight

Monitoring and logging

Observes operation; logs record selected events.

As of: September 2026 · Glossary with 46 terms

What is Monitoring and logging?

Monitoring examines operational signals such as errors, response quality, unusual access or model changes. Logging records events and provides data for this work. A large volume of logs alone does not establish effective monitoring.

Define thresholds, responsibilities and responses. Also check which sensitive content enters logs and how access and retention are limited.

Sources for context: NIST AI RMF Core

OperationLogsDrift

More terms from the subject area Control and oversight.

Degree of autonomy How much a system decides and executes without human involvement. Human in, on and out of the loop Describes where people can decide or intervene in a workflow. Guardrails Technical rules that bound the input, output and actions of a system.

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“Monitoring and logging”. Versatile AI Risk Assessment, glossary of AI risk analysis, as of September 2026.
https://www.versatile-ai-risk-assessment.com/en/wissensbasis/glossary/monitoring/

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