Verification Costs Define AI Content Quality Perception Across Fields

The perception of AI-generated content depends heavily on verification costs; fields like mathematics avoid 'slop' because outputs are easily verifiable, whereas hallucinated citations gain attention due to their low verification cost.

2026-07-23 ~ 2026-07-23 · 3 related posts

• Why math calls it verifiable and everyone else calls it slop — RexDouglass · 2026-07-23
• The real AI problem is the cost of verifying what is true — RexDouglass · 2026-07-23
• Hallucinated citations got attention because they were easy to check — RexDouglass · 2026-07-23