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Which explanation makes customers safely delegate to agents?
Test how much explanation, preview, and approval customers need before delegating consequential actions.
View hypothesis All industries
Agents and workflow
Enterprise & Cybersecurity
When will employees understand, trust, and safely delegate work to AI?
Research delegation thresholds, explanation of agent actions, and oversight designs that preserve productivity.
Deployment adoptionError reductionSupport demand
Projects designed for this decision environment
A company brings the commercial question. The lab defines what would falsify it.
We agree the metric, threshold, and decision rule before the result is known. This protects the project from becoming marketing dressed as research.
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