DeepBuilder

Introduction

DeepBuilder is an AI agent that automatically builds AI models. Given a task, it runs an agent loop that analyzes the problem, designs models, writes code to implement them, trains them, tunes hyperparameters, evaluates model performance, and iteratively improves the models. By automating the model development workflow, DeepBuilder reduces much of the manual effort required to build AI models.

Current Results

On OpenAI MLE-bench, DeepBuilder ranked #1, demonstrating strong performance on real-world AI model building tasks.