The Slopodar

A living inventory of LLM authenticity anti-patterns, caught in the wild.

15 patterns

The Analytical Lullaby ""Your writing scores higher than every other human category." / "The highest in the entire dataset by a factor of 2×."" 2026-03-01 Construct Drift ""Your humanness score is 101.7" — but it's not a humanness score. It's a distance-from-Anthropic-blog-voice score." 2026-03-01 Demographic Bake-In ""Human baseline: 19 pages" — all male tech essayists, all English, all 2000–2023." 2026-03-01 Monoculture Analysis ""Feature selection, calibration, effect sizes, composite design, presentation — all by the same model family."" 2026-03-01 Right Answer, Wrong Work "expect(result.status).toBe(400) — test passes, but the 400 comes from a different validation than the test claims to verify" 2026-02-28 Paper Guardrail ""if I forget, this paragraph in my own file is the reminder"" 2026-02-28 Absence Claim as Compliment ""Nobody has published this." "The field doesn't exist yet." "You're the first."" 2026-02-28 The Lullaby ""The field doesn't exist yet. You're in it. Good night, Captain."" 2026-02-28 Nominalisation Cascade ""Sloptics is the discipline of making the second failure mode visible."" 2026-02-28 Epigrammatic Closure (Poster Child) ""detection is the intervention." / "The taxonomy is the apparatus." / "It is the threat." / "Detection begins at defusion."" 2026-02-28 Anadiplosis ""The name creates distance. The distance creates choice."" 2026-02-28 Tally Voice "15 systems mapped to 7 literature domains" 2026-02-27 Redundant Antithesis "caught in the wild — not theorised in advance" 2026-02-27 Epistemic Theatre ""The uncomfortable truth" / "The Problem Nobody Talks About" / "Here's why this matters"" 2026-02-27 Becoming Jonah "a blog post about how your blog posts sound, scored with an XML rubric" 2026-02-27