AI in the Twilight Zone, Rebel Alliances, and the Rise of Data Shepherds | TSG Ep. 1011

February 3, 2026

Alan Shimel, Mike Vizard, Chris Blask, Kate Scarcella, and Futurum Group president Dan O’Brien examine the future of artificial intelligence as it enters what many describe as a new “Twilight Zone,” where ethics, autonomy, and unintended consequences are increasingly difficult to separate from innovation.

The conversation then turns to whether a growing AI “rebel alliance,” driven by open, independent, and community-led efforts, has a realistic chance of challenging today’s dominant AI platforms. The panel debates what such a shift could mean for competition, governance, and long-term innovation.

The episode concludes with a look at how IT professionals are evolving into data stewards, or “data shepherds,” as data infrastructure, governance, and quality emerge as the true foundations of successful AI adoption.

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