Experience · Software component
Interaction Style Adapter
Software componentExperienceExperience & Human Oversightarc:InteractionStyleAdapter
A component that adapts interaction depth, initiative and directness per interaction according to user expertise, task complexity, environmental stress, time pressure and system confidence.
Responsibility. Selects the interaction style appropriate to the current context.
Also known as: Adaptive interaction pattern, Contextual interaction adapter
Relationships
invokes dependency
is invoked by dependency
reads dependency
receives data from dynamic
Design guidance
- SHOULD adapt dynamically per context rather than via user-level profiles applied uniformly.
- SHOULD increase human involvement and collaborative deliberation when uncertainty or novelty is high (e.g., market volatility spikes).
Quantitative guidance
As stated by the sources; verify before use.
- Customer waiting 45 minutes in queue gets a direct, minimal-back-and-forth response; 8% intraday volatility (14-month high) triggers joint review before rebalancing (Ch10.2).
Classification
- Patterns
- Context-adaptive mixed initiativeRL-adapted dialog act distribution
- Quality attributes
- Interaction capability (ISO/IEC 25010)
- Risks mitigated
- One interaction model for all contextsStatic per-user profiles applied uniformly
Sources
- Ch10.2: T. Nguyen, "Proactive Agents," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.2. ISBN: 9798244538229.