empower users with clear mechanisms to direct, override, and understand ai actions.
provide legible explanations for ai recommendations and operational logic.
design tools that amplify user capabilities and foster critical discernment.
enable continuous user feedback to shape the ai's evolution.
ensure ai adapts thoughtfully to user context, offering configurable boundaries.
systems should default to seeking user clarification in ambiguous situations.
facilitate user guidance in the ai's learning processes.
make data sources and model assumptions accessible for user inspection.
interfaces must indicate when ai is influencing outcomes and offer correction paths.