May 8, 2026
Can Humans Beat AI in UC Berkeley’s CALICO Programming Contest?
Frontier-CS placed an open-ended optimization problem in CALICO, UC Berkeley’s official competitive programming contest with 2,000+ human participants. The challenge: beat the AI. Out of all contestants, only one submission surpassed the strongest AI agent.