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Chart Integrity
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Audit charts before they leave your desk

Case 03 · Anthropic Claude Opus 4.1 · Image check

The labels say +2 points. The cropped bars tell a louder story

Two percentages differ by two points, while a 50% baseline turns the improvement into a much larger visual jump.

Image-only integrity reviewReviewed by Joonho Lee

Inspect the chart

Read the marks and labels before opening the integrity finding

Benchmark score50%60%70%80%72.5%74.5%Opus 4Opus 4.1
Schematic recreation · Publisher styling not reproduced

Your call

Would this visual magnitude pass a publication review?

Claude Opus 4.1 shows a substantial improvement on the displayed benchmark

Publication decision