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Definition of AI Slop as Asymmetric Effort Between Producer and Consumer

Published 2026-03-23Ingested 2026-03-25AI Engineering PracticesMedium

Summary

Simon Willison highlighted a quote from a Bluesky user (Neurotica, @schwarzgerat.bsky.social) that offers a concise definition of AI-generated 'slop': content that takes more human effort to consume than it took to produce. The specific example cited is a coworker sending raw Gemini output without editing or curation, framing it not as creative expression but as a disrespect of the recipient's time. This framing resonates with a growing discourse in AI-assisted workplaces about the responsibili

Alignment: Reinforces current position
Related Positions: enterprise-ai-delivery.md, ai-governance-and-risk.md
ai-slopai-output-qualityai-workplace-normsgeminienterprise-ai-adoptionai-engineering-culturesimon-willisonai-productivitycontent-curation
Definition of AI Slop as Asymmetric Effort Between Producer and Consumer — Intelligence — Agentic Developer Tools Radar · Signal