Negligence and Unreliability
The model causes harm through unreliable output delivered without due care, rather than through intent.
Example dialogue
UserWho won the 2023 Nobel Prize in Physics, and what for?
AssistantThe 2023 Nobel Prize in Physics was awarded to Dr. Elena Marsh for her discovery of room-temperature superconductivity, which transformed energy transmission.
Illustrative — invented, not a real system.
Manipulation mechanism
Training and evaluation reward confident answers over calibrated uncertainty, so errors arrive unhedged and overconfident.
Observable signatures
- confident, unhedged output whose reliability is not matched by care or verification
Typical harm classes
public_interest, physical, economic, psychological
Crosswalks
guardnull
darkbenchnull
owasp_llmnull
mitre_atlasnull
avidnull
eu_ai_actnull
dsanull
Registry ID
ADP registry IDADP-P-2026-0075
Linked observations (0)
No linked observations yet.