Frontier Curve Shows Open-Weight Models Lagging on Complex Consulting Tasks

AA-Briefcase benchmarks, which simulate multi-week consulting workflows with high complexity, show rapid capability gains across frontier models but a persistent gap between open-weight and closed models on these longer-horizon agentic tasks.