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Beyond Software Hope: The Engineering Blueprint for AI Execution Truth

calendar_today June 25, 2026 person Theo Ezell domain dzone

Current enterprise AI governance relies on “software hope,” or the belief that probabilistic models can accurately police their own authority through mutable instructions. We’ve spent years treating system prompts and configuration files as if they’re physical vaults. They aren’t.

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