AI won’t break the enterprise by failing — it will break trust when leaders can’t explain why it made a decision they’re expected to defend.

Forbes contributors publish independent expert analyses and insights. Writes about the future of finance and technology, follow for more. A report by the Chartered Financial Analyst Institute released ...

Artificial intelligence has become central to business operations, from procurement to financial services to customer experience. But as adoption accelerates, one concern remains constant: trust.

Explanation-driven manipulation represents a structural vulnerability in AI-assisted decision making. Attackers do not need to compromise training data, model parameters, or system infrastructure.