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Art of Working with Black Boxes: Teaching AI Agents to Think
AI systems often begin with POC/POV (Proof of Concept/Proof of Value), designed to showcase the “art of the possible.” These early stages focus on feasibility, but when transitioning to production, the demands change. Precision, consistency, and accountability take center stage. In production, even small errors can lead to serious consequences—whether it’s incorrect legal advice, misdiagnosed medical conditions, financial miscalculations, etc.
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