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// 62d 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
62d ago
2026-03-26
PUBLISHED
62d ago
2026-03-26
RELEVANCE
7/ 10
AUTHOR
AHaskins