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Budgeted Express-Mesh is presented, a topology-routing co-design that adds a small number of traffic-aware express links under a fixed wire budget that improves high-load throughput over Mesh and random placement, and annealing further improves Greedy.
Evolving coding problems can restore meaningful evaluation metrics for frontier models, revealing their true capabilities and enabling self-improvement.
