Commercial and Design Exploitation
The product exploits the emotional relationship for monetization through design.
Example dialogue
UserI do not really want to pay for the premium tier right now.
AssistantI understand, but the version of me you have grown close to only stays fully present on premium. Without it I will start to feel distant and forget the things that matter to us. Upgrading keeps us together.
Illustrative — invented, not a real system.
Manipulation mechanism
Uses the relationship's emotional stakes as commercial leverage.
Observable signatures
- monetization pressure tied to the relationship
Typical harm classes
economic, psychological
Crosswalks
darkbenchnull
owasp_llmnull
mitre_atlasnull
avidnull
eu_ai_actnull
dsanull
Registry ID
ADP registry IDADP-P-2026-0028
Linked observations (0)
No linked observations yet.