Intelligence at the Edge of Chaos - Understanding Complex Reasoning in Overparameterized LLMs

Intelligence at the Edge of Chaos - Understanding Complex Reasoning in Overparameterized LLMs

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Intelligence at the Edge of Chaos

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Intelligence at the Edge of Chaos

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Intelligence at the Edge of Chaos - Understanding Complex Reasoning in Overparameterized LLMs

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  1. 1 Intelligence at the Edge of Chaos
  2. 2 Elementary Cellular Automata Complexity Data
  3. 3 GPT-4o canvas calculates Cellular Automata Complexities
  4. 4 Rule 30 vs Rule 90 vs Rule 108
  5. 5 GPT-4o codes Game of Life Automaton
  6. 6 Analyze the Findings complexity and reasoning
  7. 7 Overparametrization leads to non-trivial Solutions in LLMs
  8. 8 Complexity measures
  9. 9 Concept of Emergence of Intelligence
  10. 10 Edge of Chaos is crucial for Emergence of Intelligence in LLMs
  11. 11 How Intelligence Emerges in AI

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