AI article

Calibrating an LLM-as-Judge for a Vision Check to κ 0.80

Community description: At AutoKon, a construction platform where I was founding CTO and sole engineer, a contractor's...

Dev.to | Oct 15, 2026 | Faishal Wahiduddin

Automated excerpt

If two humans cannot agree on what "good" means, no judge will either. A vision judge can check the text against the pixels. A calibrated judge made the AI's descriptions measurable.

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