Tag: #ResponsibleAI
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From MVP to ‘MAVP’
Viability is No Longer Enough We are taught to build the Minimum Viable Product (MVP). But in the era of Artificial Intelligence, a technically viable product that is discriminatory, unexplainable, or dangerous is simply a liability. The new standard for launch isn’t Viability; it’s Acceptability. I propose that every Product Manager launching an AI-powered solution…
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Who Owns the Bias in Your AI Product?
Ethics is the New Code Quality When an algorithm designed to approve loan applications discriminates against a specific zip code, the technical answer is “bad data.” The product answer is “unmanaged risk.” In the age of AI, ethics is no longer a philosophical debate; it is a P0 product bug. It is the single fastest…