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Papers and findings from our experiments in human-AI symbiosis

The Symbiotic Studio: A Practice and Architecture for Human-AI Collaboration

January 20, 2026 · Loni Stark & Clinton Stark

What happens when AI handles cognitive tasks? This paper proposes that practices strengthening human cognition simultaneously generate superior training data for AI systems.

human-AI collaborationcognitive atrophygenerative AIextended mind theoryIPE
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