EconTalk When Prediction Is Not Enough (with Teppo Felin)
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Apr 15, 2024 
Teppo Felin, a Professor of Strategy and Entrepreneurship at Utah State University and an associate scholar at Oxford, dives into the fascinating interplay between human cognition and AI. He argues that while AI suggests rational decision-making, it often overlooks the significant role of human belief and creativity. Felin uses the Wright brothers as a case study, illustrating how innovation stems from ignoring prevailing evidence. He emphasizes the importance of experience and cognitive flexibility in decision-making, highlighting that human intuition often outmatches data-driven models.
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Wright Brothers' Flight
- The Wright brothers' belief in flight, despite contrary evidence, exemplifies the power of belief-driven experimentation.
- They focused on problem-solving, identifying key challenges like lift, propulsion, and steering.
Beyond Prediction
- Prediction, while important, isn't the sole aspect of human cognition.
- Theory guides data selection and interpretation, enabling the generation of new data to test models.
Theory-Driven Observation
- Theories determine which data to observe and how to interpret it, not the other way around.
- Humans create new data through experiments, unlike computers relying on existing data.
