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Peering Inside AI’s Black Box: What “Attribution Graphs” Reveal About the Secret Life of Claude 3.5

  • Large language models like Anthropic’s Claude 3.5 can perform various tasks, yet their internal logic remains a mystery to most.
  • Anthropic engineers have introduced attribution graphs, a technique that acts as an MRI scanner for neural networks.
  • Attribution graphs trace activations to draw causal diagrams and explain why a specific token was predicted.
  • This synthetic biology for AI aims to provide transparency and understanding of how the model works.

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