#program-synthesis on Hacker News

2 stories tagged program-synthesis, newest first.

Screenshot of redwoodresearch.substack.com: Getting 50% (SoTA) on Arc-AGI with GPT-4o

Getting 50% (SoTA) on Arc-AGI with GPT-4o (redwoodresearch.substack.com)

359 points by tomduncalf 2 years ago | 195 comments

Redwood Research blog post by Ryan Greenblatt describing reaching 50% on the ARC-AGI public test set by sampling thousands of GPT-4o-generated Python programs.

arc-agi gpt-4o program-synthesis llm-sampling

Screenshot of tree-diffusion.github.io: Diffusion on syntax trees for program synthesis

Diffusion on syntax trees for program synthesis (tree-diffusion.github.io)

372 points by pouwerkerk 2 years ago | 85 comments

Project page for a UC Berkeley paper on applying diffusion over syntax trees so neural models iteratively edit programs guided by execution output.

program-synthesis diffusion-models syntax-trees neural-program-editing

#program-synthesis on Hacker News

Getting 50% (SoTA) on Arc-AGI with GPT-4o(redwoodresearch.substack.com)

Diffusion on syntax trees for program synthesis(tree-diffusion.github.io)

Getting 50% (SoTA) on Arc-AGI with GPT-4o (redwoodresearch.substack.com)

Diffusion on syntax trees for program synthesis (tree-diffusion.github.io)