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- Show HN: New Benchmark from SWE-bench team is 0% solved (programbench.com)
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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…
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What if your agent uses a different LM at every turn? We let mini-SWE-agent randomly switch between GPT-5 and Sonnet 4 and it scored higher on SWE-bench than with either model separately. GPT-5 by itself gets 65.0%,…
- GPT-5 on SWE-bench: Cost and performance deep-dive (mini-swe-agent.com)
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Hello from the SWE-bench/SWE-agent team at Princeton/Stanford. When we created the SWE-bench benchmark in 2023 from hundreds of real-life GitHub issues/pull requests, the highest score was just a couple of percent. The…