New eval from SWE-bench team evalutes LMs based on goals not tickets
CodeClash: Benchmarking Goal-Oriented Software Engineering. Current evals test LMs on tasks: "fix this bug," "write a test" But we code to achieve goals: maximize revenue, cut costs, win users Meet CodeClash: LMs compete via their codebases across multi-round tournaments to achieve high-level goals.

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