REDDIT · REDDIT// 16d agoRESEARCH PAPER

Ghost Scale proposes UX fix for AI fatigue

A cognitive scientist introduces "The Ghost Scale," a UX protocol using text opacity to explicitly signal human intent in AI-generated media. The interactive paper argues that brains experience metabolic fatigue trying to decode human intent from algorithmic noise, requiring new interface paradigms.

// ANALYSIS

Framing AI fatigue as a biological "metabolic shutoff" provides a compelling, actionable neuroscience angle to the generative media debate.

–The core thesis suggests human brains struggle and burn energy parsing intent-less AI output.
–The Ghost Scale offers a practical UI solution by visually mapping human involvement via text opacity.
–This highlights a critical gap between raw AI generation capabilities and sustainable human-computer interaction design.

// TAGS

researchsafetyethicsimage-genthe-ghost-scale

DISCOVERED

16d ago

2026-03-26

PUBLISHED

16d ago

2026-03-26

RELEVANCE

7/ 10

AUTHOR

AHaskins