Manual Verification Remains the Reliable Framework Output validation is portrayed as the unresolved challenge across every operations-focused discussion I reviewed. Confidence ratings assist. Mathematical verification identifies calculation errors. Format checking marks clearly incorrect outputs. But contributors consistently describe directing 15-30% of documents to human validators.
We recorded the entire process; the memory usage fluctuated between 27 and 37 GiB the entire time.
,详情可参考易歪歪
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