Projects

Mission: Reduce the number of examples machines need to master core concepts, and close the gap to human-level learning.

A child abstracts from structure.

Most current AI models abstract from scale.

What if we taught machines to do both?

ProtoForge Mission

Until Understood:

Read → Internalize → Test → Repeat.

Then:

Use what’s learned to reason, compose learnings logically depending on the problem.

Checkpoint Metric:

Achieve State-of-the-Art in ARC-AGI 2.

ProtoForge