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The Mirror and the Watchman
Every AI tool that observes you is built on a choice: does it serve you, or does it serve someone else? In this solo companion episode, Richard unpacks the trust architecture behind AI systems across three domains: organizational leadership, higher education, and public institutions.
Drawing on Gallup's 2025 data showing manager engagement at historic lows, the 2026 Edelman Trust Barometer's findings on the collapse of institutional trust, and Pew Research on civic confidence, he introduces the "mirror vs. window" framework to evaluate whether AI tools are designed for service or extraction. If you lead people, develop people, or set policy for institutions deploying AI, this episode lays out the trust test every system should have to pass.
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By Richard RomanEvery AI tool that observes you is built on a choice: does it serve you, or does it serve someone else? In this solo companion episode, Richard unpacks the trust architecture behind AI systems across three domains: organizational leadership, higher education, and public institutions.
Drawing on Gallup's 2025 data showing manager engagement at historic lows, the 2026 Edelman Trust Barometer's findings on the collapse of institutional trust, and Pew Research on civic confidence, he introduces the "mirror vs. window" framework to evaluate whether AI tools are designed for service or extraction. If you lead people, develop people, or set policy for institutions deploying AI, this episode lays out the trust test every system should have to pass.