Unlocking the Secrets to Building AI That Navigates the Twists of a Shifting IP World

Unlocking the Secrets to Building AI That Navigates the Twists of a Shifting IP World

Tulloch also highlights vendor oversight as a daily discipline: maintaining an approved vendor list, surfacing permitted uses per vendor, and ensuring external tools are configured to respect organizational constraints.

In the final episode of the series, Nina Edwards broadens the lens to focus on enabling fast, safe experimentation. She emphasizes the importance of centralized intake and cross-functional review structures that consistently capture AI requests, data needs, and risk factors, bringing legal, compliance, and technology teams together early in the process.

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