New AI agent called AIBuildAI automates the entire machine learning development process, from architecture design to implementation and debugging.

AIBuildAI uses a hierarchical agent architecture with a manager coordinating three specialized sub-agents: a designer, coder, and debugger

The system can automatically build AI models from just a task description and training data, eliminating need for manual expert intervention

Addresses limitations of existing AutoML methods, which only handle narrow tasks like hyperparameter optimization within predefined search spaces

Aims to democratize AI model development by automating the traditionally labor-intensive full lifecycle that currently requires expert practitioners