AI article
Before you report LLM agreement, measure the human twice
Community description: I set out to score how much of a job ad is a real commitment. The number I got is not the interesting...
Dev.to | Sep 14, 2026 | Karlis Gutans
Automated excerpt
Tier 2 — General direction: real intent, no checkable detail. Tier 3 — Empty slogan: would fit any ad for any job at any company. fast-paced. rockstar developer. Score: tier_1 / all scored claims, per posting. Tier 3 never fired Zero of 150 gold claims landed in Tier 3. The same annotator, the same written rules, a day later, produced 5 Tier 3 labels in 50 claims.
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