The Certainty Trap: Why the AI Future Isn't Already Written

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The Certainty Trap: Why the AI Future Isn't Already Written

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In this episode, we sit down with Dr. Julia Stamm, founder and CEO of She Shapes AI, to unpack "The Certainty Trap." The way tech leaders project inevitability about AI, and the way that projection strips the rest of us of our agency. Julia is a sociologist and has held senior roles at the European Commission and the G20.

We talk about why so many AI adoption strategies are measuring the wrong things, why employees are quietly doing more work since AI showed up rather than less, and why women founders keep getting penalized for running for-profit businesses while their male counterparts get celebrated for the same thing. Julia also shares why she believes the most powerful question any of us can ask right now is simply, who benefits from this story being told this way?

Topics Covered

The certainty trap and Julia's TEDx talk on reclaiming agency in the AI age
Why the inevitability narrative is marketing, not prophecy
The for-profit double standard that women founders face
How AI adoption is breaking the social fabric of organizations
Why measuring adoption rates and time saved are the wrong metrics
The magic triangle behind She Shapes AI: female leadership, responsible AI, and social impact
Real examples of women building AI for impact, including Rhiana Spring's Sophia chatbot for survivors of domestic violence
Why employees are doing more work, not less, since AI arrived
The loss of optimism about the future and what it means for how we talk about AI
Why seeking out alternative narratives matters, and where to find them

Referenced in This Episode

She Shapes AI
Julia's TEDx talk: Beyond the Certainty Trap
She Shapes AI Global Awards 2025/26 finalists
Rest of World, the nonprofit publication covering technology stories beyond the West
Empire of AI by Karen Hao
Cory Doctorow on the TINA framework (there is no alternative)
Ethan Mollick on the 3% of organizations using AI in the sweet spot
Julia Stamm on LinkedIn
Julia Stamm on Substack
Julia's forthcoming personal website at juliastamm.com