PRD-015: User-Centric AI Improvement

Type

Non-Functional (Usability)

Priority

Medium

MVP Status

✅ MVP

Requirement Statement (EARS Format)

As a user, I want to provide explicit feedback on AI-generated content and recommendations, so that the system can better understand my preferences and improve its assistance.

User Story

As a Knowledge Worker, I want to rate the usefulness of a suggested cognitive artifact, so that the AI learns what works best for me.

Acceptance Criteria

AC-015.1: Feedback Recording

• Given an AI-generated response or recommended artifact
• When the user provides a rating or comment
• Then the system shall record this feedback for model training

AC-015.2: Preference Adaptation

• Given a history of user feedback
• When the AI agent generates new content
• Then the new content shall reflect an adaptation to the user’s past preferences

Dependencies

• User Feedback Processor
• Web Application

Related Specifications

• ADRs: ADR-008, ADR-010
• SDS: SDS-001

Success Metrics

• User participation in feedback mechanisms
• Correlation between feedback and AI performance improvement