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Who Is Accountable When AI-Powered Tech Makes A Critical Decision?

Forbes Councils member Punnam Raju Manthena argues that accountability for AI-powered decisions rests on direction, intent, and approach rather than capability alone, urging organizations to define clear responsibility frameworks as AI systems increasingly make critical choices.

read1 min views25 publishedAug 10, 2026
Who Is Accountable When AI-Powered Tech Makes A Critical Decision?
Image: Machinebrief (auto-discovered)

By Punnam Raju Manthena, Forbes Councils MemberSource:

Forbes InnovationIf your AI isn’t working, it isn’t about capability; it's about direction, intent and approach.

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source & further reading
machinebrief.com — original article Four Ways to Reach a Model in Another Azure Region From Microsoft Foundry The cheap new AI model taking aim at OpenAI and Anthropic Leakage-Safe Machine Learning for Hydrogen Embrittlement Detection in 316L Stainless Steel: A Region-Held-Out Evaluation of Texture and Deep Features in SEM Micrographs
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