What does Without extended thinking time, AI systems face 40% error rates from heuristic shortcuts, creating decision bo

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Without extended thinking time, AI systems face 40% error rates from heuristic shortcuts, creating decision bottlenecks that waste computational resources and delay accurate outputs. Transformer computation: 2x parameters per token generated CoT enables variable compute based on problem hardness System 2 thinking reduces errors from 40% to under 10% Implement variable compute for complex problems

NuggetsAI

NuggetsAI

AI's Thinking Time Doubles Transformer Computational Power Per Token