AI Can Handle the Task. Who Chooses the Problem?

The Today Show conversation starts with Geoffrey Hinton’s warning about the future of “mundane intellectual labor.” Matt Britton responds by examining the work inside a job and the judgment needed around it.

Warnings from Anthropic and Amazon, concern about entry-level white-collar roles and public uncertainty about AI frame the segment. Roughly half of people in the polling discussed rarely used the tools themselves.

Matt acknowledges the exposure of repetitive scheduling, basic analysis and administrative workflows. He argues that identifying a worthwhile problem becomes more valuable as the mechanics of executing a task become easier to automate.

His photography analogy makes the distinction tangible. Operating the camera once required considerable technical knowledge. Knowing where to point it remains a creative decision.

He describes possible roles around the technology: consistency coordinators checking AI outputs, AI “plumbers” fixing broken implementations, and designers applying taste and judgment. Licensed plumbers and electricians provide a separate example of expertise grounded in the physical world.

Matt encourages people to experiment with chatbots and work processes so their understanding comes from experience. He makes a similar point for parents and educators, who need familiarity with the tools students are already using.

The conversation offers a practical way to examine career change: look at the tasks being automated, then at the decisions, oversight and human expertise still needed to make the work useful.