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Annotated RE-ARC

Extracting the Core Idea of ARC-AGI-1 Riddles

This folder contains the results of an experiment to generate textual descriptions of the core-ideas of all ARC-AGI-1 riddles with an LLM (claude-3-5-sonnet-20240620). The hand-crafted generators and verifiers of Michael Hodel's michaelhodel/re-arc were first LLM-augmented with line-by-line source comments and then passed as reference in the prompt to generate the the core idea descriptions.

The core-ideas (together with the annotated generators and verifiers) can for example be used as seed examples for open-ended LLM based synthetic riddle generation.

Approach

  1. Add comments to each generator function in generators.py.
  2. Add comments to each verifier function in verifiers.py using the commented generator as additional reference.
  3. Take the annotated generator and verifier pair for each riddle and generate a description of the core-idea.

Results