How Neuroscience and AI Reveal Unconscious Decision-Making
Super Data Science: ML & AI Podcast with Jon KrohnJuly 24, 20255 min153 views
7 connectionsΒ·12 entities in this videoβUnconscious Brain Activity and Decision-Making
- π§ Experiments show that the neural basis of conscious thoughts can occur hundreds of milliseconds before the conscious thought itself.
- π‘ This suggests that many of our decisions and actions are made subconsciously before we become aware of them.
- β οΈ The fact that brain processes causally related to decisions occur without conscious access is considered a hard fact in neuroscience.
Predicting Consumer Behavior with AI
- π Studies using fMRI can predict a person's decision, like turning left or right in a simulator, 10-15 minutes in advance.
- π― This implies that consumer behavior is influenced by unconscious factors, making it predictable for businesses.
- π Businesses can leverage historical data to predict future customer behaviors such as purchases, conversions, lifetime value, and churn.
The Power of Predictive Models
- π The ability to make these predictions based on historical behavior is a significant lever for transforming businesses.
- π οΈ By collecting consumer data, businesses can optimize customer experiences and internal processes.
- π Zohar Bronfman's mission with Pecan AI is to bring these predictive capabilities to small and mid-size businesses.
- π Pecan AI integrates LLMs, data, and machine learning to provide these advanced prediction tools.
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Whatβs Discussed
Computational NeuroscienceArtificial IntelligencePredictive ModelsGenerative ModelsUnconscious Decision-MakingNeuroscience ExperimentsConsumer BehaviorMachine LearningLLMsPecan AIBusiness TransformationData Analysis
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