The Jagged Frontier: Why AI Can Win Olympiads and Still Fail Dumb Tasks

The Neuron
Generative AI

AI did not get evenly smarter. It got spikier. Frontier models can now ace elite math and science benchmarks, yet still stumble on analog clocks and basic computer-use tasks. The real AI skill is learning where the frontier holds, where it breaks, and how to work around the cliffs.