Experience · Software component

Improvement Announcer

Software componentExperienceExperience & Human Oversightarc:ImprovementAnnouncer

A user-communication component that proactively tells users when an AI system update changes agent behaviour, closing the feedback loop and setting expectations.

Responsibility. Informs users of released behaviour changes and improvements derived from their feedback.

Also known as: System update notice, Close-the-loop notification

Direct neighbourhood (hover for relationship types)

Relationships

is triggered by dynamic

Training Pipeline Orchestrator Ch10.1 Ref10.03

sends data to dynamic

Conversational (Chat) Interface Ch10.1

Design guidance

SHOULD proactively communicate AI system updates back to users when bot behaviour changes (e.g., "We've improved how we understand refund requests").
SHOULD tell users about improvements made in response to their feedback (Ref10.03).

Classification

Patterns: Bidirectional feedback loopClose the loop
Quality attributes: Transparency and accountability (NIST AI RMF: accountable and transparent)Interaction capability (ISO/IEC 25010)
Risks mitigated: Users perceiving behavioural changes as unpredictable inconsistency

Sources

Ch10.1: T. Nguyen, "Conversational UI," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.1. ISBN: 9798244538229.
Ref10.03: "User Feedback and Iterative Improvement," unpublished reference note (03-User-Feedback-Iteration.md), Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam supplementary materials, 2026. unpublished note