Developer publicly posts and scores flawed air-quality forecast for Islamabad

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A developer created 'Clear Hour,' a project that forecasts air quality for Islamabad's upcoming 24 hours. They commit the forecast to a public Git repository before the day begins for accountability. On its first real-world test, the model incorrectly predicted which hours would have the cleanest air. The developer publicly shared the negative scoring results, emphasizing the importance of transparent, pre-registered forecasting.

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