When Machines Form Opinions

October 15, 2025 | By Steve Astle

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Steve Astle

Most leaders say they want data-driven decisions. But data doesn’t drive anything on its own — people do.

Generative AI complicates that equation. It doesn’t just round up a bunch of information, analyze it and report the findings; it also interprets what it finds. It connects dots across time, contexts and stakeholder groups in ways that can surprise even its creators. It can surface latent risks, propose alternative narratives and describe outcomes we might not have imagined on our own.

That’s both its power and its peril. Used well, it can sharpen human judgment; used blindly, it can launder bias with statistical confidence.

Communicators and strategists now face a new kind of human-technology partnership. The question isn’t whether AI will replace our insight; it’s whether we’ll have the discipline and literacy to challenge its conclusions, learn from them and discover what our own instincts have missed.

The next generation of communicators won’t be defined by how quickly they can produce messages. They’ll be defined by how well they manage machines that also think, and make discoveries that inform decisions, actions and outcomes.