Influence Transparency Ledgers

Recording when, how, and why users were nudged.
Influence Transparency Ledgers

System-wide logs that track each algorithmic intervention on user behavior—such as reordered options, highlighted defaults, or urgency cues—exposing them to regulators, auditors, and end-users in an understandable format.

TRL
3/9Conceptual
Impact
5/5
Investment
4/5
Category
Software