Neuroscience Strengths and Limitations

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Memory

• Working Memory - (e.g., expert-based custom models - like doctors & lawyers)

• Memory Representations - Symbols, Models, Complex System Models

• Shot-Term Memory

• Long Term Memory - recall, cluttered memory representations

• Executive Organization - new knowledge, updates (i.e., no scaffolding or framework makes it hard to place, thus store)

Models & Modeling - including time-based (stories & parables) and environment

• Rules & Simple Models - massive quantity (hard to remember), recall, prepopulate with (RPA & ML)
• Modeling Abstraction

• Encoding Mental Models - including simple explanations of complexity, limits based on Knowledge (i.e., a doctor versus a patient)

• Imagination - complex system models to determine strategy

Prospection

• Surmise - including regression
• Risk and Reward Assessment
• Prediction - inside/outside data - Tetlock

Attention

• Focal point idea (brain focuses on emotion and misses landscape)

Creativity

• Novel stories, models, connections, theories (i.e., conspiracy theories)
  

Associations

• Connections - impacting elements, influences, etc.
• Clustering
• Classifications

Executive Decision Making

• Control

ML

• Regression
• Association
• Classification
• Clustering
• Control