Daniel Franzen & Jan Disselhoff Win ARC Prize 2024
Published:Feb 12, 2025 21:05
•1 min read
•ML Street Talk Pod
Analysis
The article highlights Daniel Franzen and Jan Disselhoff, the "ARChitects," as winners of the ARC Prize 2024. Their success stems from innovative use of large language models (LLMs), achieving a remarkable 53.5% accuracy. Key techniques include depth-first search for token selection, test-time training, and an augmentation-based validation system. The article emphasizes the surprising nature of their results. The provided sponsor messages offer context on model deployment and research opportunities, while the links provide further details on the winners, the prize, and their solution.
Key Takeaways
- •Daniel Franzen and Jan Disselhoff won the ARC Prize 2024.
- •They achieved 53.5% accuracy using innovative LLM techniques.
- •Key techniques include depth-first search, test-time training, and augmentation-based validation.
Reference
“They revealed how they achieved a remarkable 53.5% accuracy by creatively utilising large language models (LLMs) in new ways.”