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VERIFIED QUOTE · reported 2026-10-31

“Treat AI as an extra pair of eyes, not a replacement for supervision,”

Waleed Umer · said date not stated · reported 2026-10-31

Umer told CNBC that human oversight may not be enough on its own and warned about overreliance on AI creating a false sense of security.

verbatim, matched to source text 1 source CNBC

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