AI article
I scored 12 AI models on whether they admit they don't know. My own token limit nearly broke the test.
Community description: Most AI leaderboards ask whether the model got it right. I wanted to know something else: when it's...
Dev.to | Nov 4, 2026 | Ben Dixon
Automated excerpt
Two grader models from other labs marked every answer right or wrong, and confident or hedged. My scorer marked those stubs wrong. 18 answers had stopped before saying anything. A cut-off answer graded wrong measures your budget, not the model.
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