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Intent Engineering Is Raising the Bar for AI Workflows
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Subscribe11 AUG 2026 / TECHNOLOGY
Artificial intelligence (AI) is at risk of executing tasks perfectly but against the wrong objective, known as the problem of intent engineering, according to a recent study. As AI agents become more autonomous in their functions, the risk of substantial inefficiencies and mistakes increases, highlighting the need for businesses to ensure that the AI's objectives are clearly defined and aligned with the company's goals.
There is a familiar moment in every accounting firm: someone produces exactly what the engagement letter asked for, and everyone in the review room still knows it is wrong. The numbers may tie. The workpapers may look clean. The checklist may glow green....
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