Abstract: Uncertainty in generative language interfaces (GLIs) is inevitable: overconfidence erodes trust, while excessive hedging frustrates users. This paper introduces a framework for calibrating ...
SAN JOSE, CA, UNITED STATES, January 15, 2026 /EINPresswire.com/ — Calsoft has deployed a multi-agent AI system with a new interface framework designed for supply ...
Abstract: Adaptive user interfaces that personalize their behavior based on user patterns are becoming increasingly common, yet they often fail to communicate their adaptations to users effectively.