Epoch AI's new MirrorCode benchmark tests whether AI models can recreate complete programs without access to the original code.

Claude Opus 4.7 leads with a 56% solve rate, rebuilding a 16,000-line toolkit in just 14 hours. However, all tested models still fail on complex tasks.

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