Primary sourceshao__meng
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HarnessDev基准评测LLM创建Agent Harness能力
ByteDance Seed团队发布HarnessDev基准,评测LLM能否自行创建和演化Agent执行基础设施。该基准包含Creation和Evolution两个阶段,涉及Opus 4.8、GPT-5.5等6个模型在4领域5基准的表现。结果显示代码领域落后人类参考10.7分,状态记忆几乎全是死代码,且成本与效果不相关,同等分数token消耗可差7-19倍。
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ByteDance团队推出HarnessDev基准,首次评测LLM能否自己创建Agent执行框架,发现模型间harness迁移性极差。
2 sources73° AI heatLast updated 2026/9/4 00:41:43
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