AutoLab: Benchmark Tests Frontier Models on Long-Horizon Optimization4. June 2026AI Models, Claude AILong-horizon iterative improvement, not single high-quality responses, is the critical capability for autonomous AI agents tackling real-world engineering tasks. Share on: