The investment targets the risk of "benchmaxxing," where frontier models are optimized for specific tests rather than actual intelligence, rendering metrics static or too simple. Snorkel AI has already collaborated with the developers of Terminal-Bench, ARC-AGI-3, and OSWorld 2.0, and the company noted that its funded benchmarks are currently featured on model cards from every major frontier lab to index progress and alignment.
