seedance-antislop

Kill hollow language. Every word must earn its place.

What Is AI Slop?

AI Slop is language that feels descriptive but contains zero measurable instruction. It is the residue of training data averaging — words that appear near "good video" in text corpora but tell the model nothing it cannot already assume.

AI Hum is the self-congratulatory narration layer AI systems add by default: "Certainly! Here is a stunning, cinematic, breathtaking, high-quality prompt that masterfully captures..."

Both degrade output. Slop wastes token budget. Hum triggers generic mode.

Platform Slop is a third type: generic, safe-for-all-audiences boilerplate that AI inserts to avoid refusal. It produces a "cat plays piano at 3 AM" clip when a writer wanted something story-driven. This is the dominant failure mode for creative users after Feb 2026 content-filter tightening.