AI-generated Content Detector
Description
Federal litigators face increasing challenges with AI-manipulated evidence and documents from opposing parties. An AI tool could be used to flag potentially AI-generated content.
Detailed example
Classifications, Predictions: AI-generation probability scores, document authenticity flags, content manipulation alerts, disclosure requirement notifications.
AI / analytics pattern
Natural Language Processing: AI that processes, interprets, and shares information in human language.
Automation level / stage
a) Pre-deployment – The use case is in a development or acquisition status.
Expected benefit
(1) Enhanced litigation integrity by identifying potentially manipulated evidence, protecting court proceedings from AI-generated misinformation and ensuring compliance with local court rules. (2) Builds on existing document review platforms and federal privilege protection protocols. (3) Improved evidence verification accuracy; reduced risk of submitting hallucinated data; enhanced compliance with AI disclosure requirements; increased attorney confidence in document authenticity.
Audit / financial statement impact
Does not produce an output that serves as a principal basis for decisions or actions with legal, material, binding, or significant effect on any of the individuals or entities identified in OMB-25-21.
Controls / human review
ATO: Not reported; PIA: Not published