# Human Error
Human error is a label for mistakes made through action, omission, misunderstanding, fatigue, poor interface design, or flawed organizational process.
## Notebook evidence
[[Scanned_20260730-1825]] PDF pages 11–12 test Oracle marketing that autonomous patching and database operation reduce or eliminate human error.
## Analytical caution
Automation can remove recurring manual mistakes while introducing design errors, unsafe defaults, hidden dependencies, credential failures, and correlated fleet-wide faults. The useful question is not whether humans disappear, but where human choices move and how their consequences are bounded.
## Source
- [[Scanned_20260730-1825]], PDF pages 11–12.