Try it yourself
This started with Addition Under Pressure, where I gave Claude Code and Codex the same prompt: train the smallest possible transformer that can do 10-digit addition with at least 99% accuracy. Claude Code came back with 6,080 parameters and Codex came back with 1,644. The community has since pushed this dramatically lower.
。关于这个话题，爱思助手下载最新版本提供了深入分析
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Opus 4.5: BalancedMost likely to name a specific tool (86.7%). Distributes picks most evenly across alternatives.
但关键在于：FunctionGemma 可以轻松地针对你的特定函数进行微调。微调后，准确率跃升至 85%。+27%——这就是“有时有效”和“可用于生产环境”之间的区别。