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Vendors & MarketEmerging1 sourceJul 16, 2026 · 10:00via Cisco Talos

The Hunter's Paradox: Is it time to embrace automated threat hunting?

Brief

Should we let AI run our threat hunts? The debate usually splits into two camps. One says, "Yes, obviously! The sheer scale of our security telemetry is impossible for humans to deal with." The other says, "Absolutely not ! You can't trust an AI with something this important."

The thing is, I think both are wrong, or at least incomplete.

I've spent a long time as one of the louder voices saying that hunting is specifically a human-driven process. I created the first widely recognized definition of threat hunting back in 2015, and the version I'd have given you until very recently put a human firmly at the center of it.

But lately I've been reconsidering the role of AI in threat hunting. So this post is, in part, me arguing with my past self.

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