# AI Slop

> AI slop is low-effort, mass-produced AI-generated content — fluent, generic, and unchecked — flooding feeds, search results, and codebases.

**AI slop is mass-produced, low-effort AI-generated content shipped without human judgment — fluent enough to fill space, generic enough to be worthless, and voluminous enough to degrade whatever it floods.**

The term earned dictionary-level currency in 2024–25 as generation costs hit zero and feeds, search results, image platforms, and inboxes filled with the result. Its diagnostic feature isn't AI involvement — it's the **missing verification step**: slop is what happens when "the model produced something" gets mistaken for "the work is done." That's also why the term matters to engineers, not just culture critics: *code slop* — unreviewed agent output accumulating in repos — is the same failure mode with compounding interest, and the entire [verification stack](/guides/testing/testing-ai-generated-code) exists to prevent it.

The deeper signal: as generation became free, **scarcity moved to judgment** — curation, taste, verification, accountability. The same shift shows up across this site's themes, from [vibe coding's guardrails](/glossary/vibe-coding) to [review workflows](/guides/workflow/ai-code-review-workflow): the craft is no longer producing the artifact; it's standing behind it.

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_Source: https://agentscamp.com/glossary/ai-slop — Term on AgentsCamp._