Independent · Human-AI interaction

Calibrating trust in AI

What trust is, how it feels, and what’s at risk.

Overview

Six lenses for studying how people trust generative AI.

A person looks at generative AI through six lenses (philosophy, behavior, emotion, learning, agency, and high stakes) to reach trust calibration; without the lenses, trust drifts to over-trust or under-trust

Role: Independent researcher
Timeline: 2026, in progress
Teams: Open to research collaborators

Context

Trust in AI shifts with the stakes. Designing for trust starts with understanding what’s at risk.

Sources: People + AI Guidebook, Google PAIR · Inspired by Cyborg Psychology, MIT Media Lab

Where it stands

Work in progress. Get in touch to collaborate.