AI article
I showed 30 AI models 336 monitoring dashboards. Most of them can't tell time.
Community description: This is a submission for the Kaggle Benchmarking Challenge Most incidents start with a graph. Not a...
Dev.to | Oct 2, 2026 | Uptime Architect
Automated excerpt
Claude Sonnet 4. 5, Claude Haiku 4. 5 and GPT-5. 4 nano said none. Synthetic panels made a clean answer key possible. Dataset (336 panels plus answer key): https://www. kaggle. com/datasets/yaroslavperventsev/read-the-dashboard-panels Code (generator, task, analysis, every per-panel answer): https://github. com/pyaroslav/read-the-dashboard Reproducibility.
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