Author

Sudhir Alladi Venkatesh

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Preprint Jul 2026

Interaction Readiness: A Framework for Building and Evaluating AI Agents in Human Roles

Interaction Readiness is introduced as a framework for specifying and evaluating that missing layer of performance in role-bearing AI agents, and its findings are translated into a specification template and audit procedures that product and engineering teams can apply before and after deployment.

Sudhir Alladi Venkatesh · 0 citations