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97% of S&P 500 Firms Talk AI. Only 3% Manage the Risk.

T.J. Marlin, CEO of Guardrail Technologies, joins Johny Fernandez after reading all 500 S&P 500 annual reports, and finding a 77-point gap between how much companies talk about AI and how many actually document a process for managing AI-related cyber risk.

His diagnosis of why the gap exists in even the most regulated industries is sharp and uncomfortable: the people managing these companies do not understand how AI actually works. The technology was adopted fast, faster than any previous technology in history, precisely because you can converse with it like a human. But how it makes decisions, generates content, and manages behaviour is almost completely opaque to the boards and C-suites signing off on AI-first strategies. When asked how it works, they give a blank stare.

His solution is not more compliance, it is minimum standards, like a driver’s licence. AI is now in everything. The same way you cannot drive a car without a licence establishing a minimum standard, every board member, audit chair, and regulator needs a minimum standard for understanding AI. Self-certifying and leaving a laissez-faire approach is no longer acceptable. The stakes are too high.

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