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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 views20 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 Meta introduces Muse Ember to power cost-efficient AI agents Claude Fable 5.2 and Mythos 5.2 cement Anthropic's AI lead just before its IPO Meta launches Muse Ember, a small AI model built for the repetitive work agents actually do
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