Neuroscience Strengths and Limitations

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Memory

  • Working Memory - (e.g., expert-based custom models - like doctors & lawyers)
  • Memory Representations
  • Shot-Term Memory
  • Long Term Memory - recall
  • Executive Organization - new knowledge, updates (i.e., no scaffolding or framework makes it hard to place, thus store)

Models & Modeling

  • 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
  • Risk Assessment
  • Prediction - inside/outside data - Tetlock