Built an evolutionary code golf agent for Kaggle's NeurIPS 2025 Google Code Golf Championship. Solves ARC-AGI puzzles and compresses solutions to the fewest bytes through:
- Extensive prompt engineering
- An evolutionary database enabling cross-task crossover to escape local minima
- Hand-crafted templates to teach the LLM large refactoring tricks
Sharing what worked, what failed, and lessons for LLMs in program synthesis.
Built an evolutionary code golf agent for Kaggle's NeurIPS 2025 Google Code Golf Championship. Solves ARC-AGI puzzles and compresses solutions to the fewest bytes through: - Extensive prompt engineering - An evolutionary database enabling cross-task crossover to escape local minima - Hand-crafted templates to teach the LLM large refactoring tricks Sharing what worked, what failed, and lessons for LLMs in program synthesis.