The contest comprises multiple rounds designed to test applicants across various machine learning research areas, emphasizing creative problem-solving in a sandboxed setting.

The program embraces non-traditional backgrounds, highlighting Will DePue as a model who trained largely through self-guided experimentation and is now leading a research team at OpenAI.

OpenAI is launching the Model Craft Challenge, a global online competition that offers a full-time job as the prize.

Mark Chen, OpenAI’s chief research officer, notes that teaching creative thinking in machine learning is easier than teaching creativity to a technically skilled engineer, shaping expectations for applicants.

The first challenge, Parameter Golf, asks participants to build a small model under strict size and compute limits and evaluate it on data it wasn’t trained on.

Applicants are encouraged to be diverse, welcoming recent graduates, young founders, and those casually experimenting with AI systems.

Judging will focus on performance under constraints and the ability to generalize to unseen data, reflecting real-world pre-training challenges at OpenAI.