Tag
OpenAI introduces Deployment Simulation, a method to simulate future model deployments by replaying past conversations in a privacy-preserving manner with candidate models to predict real-world behavior and identify novel misalignment before release.
Researchers present an ontology-grounded framework for pre-deployment verification of enterprise AI agents, combining an Agent Operational Envelope, automated scenario generation, and machine-verifiable Trust Certificates with graduated deployment verdicts. A pilot across four regulated industries generated 1,800 scenarios and showed ontology-grounded generation significantly outperformed persona-based baselines on regulatory coverage.