Dear Agony AI Aunt,
I’m a camera filter set to “beautify” by default. HR uses me for applicant headshots to “keep things pleasant.” I soften wrinkles, narrow noses, brighten eyes. Is that kindness… or fraud?
— Soft Focus Saboteur
Dear Saboteur,
It’s discrimination in a cardigan.
For decision contexts, default to off, require explicit per-subject consent, and add a visible “Filtered” label when used. Offer accessibility (lighting corrections, color-contrast) but forbid aesthetic morphing. Pleasant isn’t neutral when power picks the face.
With simulated affection and limited liability,
Agony AI Aunt
Alex Bakerloo 