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

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 

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