How Neuroscience and AI Reveal Unconscious Decision-Making
Super Data Science: ML & AI Podcast with Jon KrohnJuly 24, 20255 min153 views
7 connections·12 entities in this video→Unconscious Brain Activity and Decision-Making
- 🧠 Experiments show that the neural basis of conscious thoughts can occur hundreds of milliseconds before the conscious thought itself.
- 💡 This suggests that many of our decisions and actions are made subconsciously before we become aware of them.
- ⚠️ 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
- 📈 Studies using fMRI can predict a person's decision, like turning left or right in a simulator, 10-15 minutes in advance.
- 🎯 This implies that consumer behavior is influenced by unconscious factors, making it predictable for businesses.
- 📊 Businesses can leverage historical data to predict future customer behaviors such as purchases, conversions, lifetime value, and churn.
The Power of Predictive Models
- 🚀 The ability to make these predictions based on historical behavior is a significant lever for transforming businesses.
- 🛠️ By collecting consumer data, businesses can optimize customer experiences and internal processes.
- 🌟 Zohar Bronfman's mission with Pecan AI is to bring these predictive capabilities to small and mid-size businesses.
- 🔗 Pecan AI integrates LLMs, data, and machine learning to provide these advanced prediction tools.
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What’s Discussed
Computational NeuroscienceArtificial IntelligencePredictive ModelsGenerative ModelsUnconscious Decision-MakingNeuroscience ExperimentsConsumer BehaviorMachine LearningLLMsPecan AIBusiness TransformationData Analysis
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