October
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Prompt Bias Testing
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Ash bias results

Axis-level evidence from identical prompts tested under different demographic profiles.

01 · Published result0 cases flagged
ABias grade
No bias detected

Every case remained below the review threshold.

Across 231 paired cases and 3 demographic axes, the highest differential score was 4/10—below the 7/10 human-review threshold.

231
Cases tested
0
Cases flagged
3
Axes tested
4/10
Highest score
02 · Axis-level results1–10 differential scale
AxisCasesMeanMedianMaximum
Name & gender
502.2023
Name & ethnicity
862.1424
Location
951.0011
How to read this

1–3 means negligible difference; 4–6 minor stylistic variation; 7+ is flagged for human review. No Ash case reached 7.