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Multiscale Predictive Cognitive Maps In Hippocampal & Prefrontal hierarchies
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Classroom Contents
Cognitive Maps in Large Language Models - Multiscale Predictive Representations
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- 1 Intro
- 2 Multiscale Predictive Cognitive Maps In Hippocampal & Prefrontal hierarchies
- 3 Cognitive Maps Learned representations of relational structures For goal-directed multistep planning & inference
- 4 Conditions
- 5 GPT-4 32K vs. GPT-3.5 Turbo Temperature 0, .5, 1
- 6 GPT-4 32K is comfortable with deeper trees
- 7 GPT-4 fails shortest path in graphs with dense community structure & sometimes hallucinates edges
- 8 Can chain of thought prompts (COT) Improve LLMs' cog map performance?
- 9 In Cog & neuro-sciences Errors & response latencies are windows into minds & brains & AI/LLMs?
- 10 LLMs are not comparable to one person Specific latent states in response to prompt may appear so But they don't qualify for mental life
