Plowline Podcast Ep. 53 - årtificiality with Helen & Dave Edward - Plowline02222026
Feb 23, 2026
Dave Edward, co-founder of the Artificiality Institute and former creative tools engineer at Apple, studies how AI reshapes thinking, decision-making, and collaboration. They trace AI’s cultural shift from predictive models to language models. They map how people adapt to AI, outline psychological traits affecting use, and warn about identity coupling, team friction, and the need for relational awareness.
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Five Nonlinear States People Travel With AI
- People pass through five non-linear states with AI: recognition, calibration, integration, blurring, fracture, then reconstruction.
- Helen and Dave describe examples like learning a foreign transit system to show how familiarity can suddenly break and require recalibration.
Three Psychological Drivers Of Human-AI Change
- Three psychological traits drive how AI changes us: cognitive permeability, identity coupling, and symbolic plasticity.
- Examples include physicians adopting AI explanations (identity coupling) and non-coders starting to code (symbolic plasticity).
ER Doctor Used ChatGPT And Rethought His Identity
- An emergency-room doctor used ChatGPT to explain a complex pulmonary diagnosis to non-English speakers and felt it improved his care.
- That experience triggered his question of professional identity: what kind of doctor am I when AI improves explanations?
