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6:15
AI FORECAST ⛈️: Pedram Hassanzadeh, associate professor of climate science at the University of Chicago, joins FOX Weather to break down how AI could transform how we predict extreme weather—and what it means for the future of meteorology.
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23 minutes of video that teach the physics behind weather prediction systems on polymarketone trader pulled $124K in 5 months running exactly thisPython + NWP + Open-Meteobuilds bucket probability modeling, edge detection vs market prices, and temperature laddering from raw forecast datasame stack powers the prediction systems in the article belowbookmark this & give it 23 minutes today
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If you trade weather on Polymarket, you must know this modelPangu-Weather is the best AI weather model nobody talks aboutHow it works:The core is a 3D Earth Transformer treats the atmosphere as a 3D grid, not a flat map. Vertical layers matter as much as horizontal onesIt ingests 40 years of satellite +radar +station data via ERA5 and predicts 227 atmospheric variables at 0.25° resolutionIn July 2023, Nature published the paper. ECMWF added it to their public forecast page the same month10-day g
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Someone built a weather trading bot that turned $300 into $122,000 on Polymarket in 3 monthsI spent a week reverse engineering the strategy and rebuilt it as a self-learning agent called HermesThe logic: Visual Crossing weather API updates before Polymarket prices adjust. Hermes runs 5-minute scans, compares real forecast data to market prices, and enters when the gap is large enough. Claude Opus handles the decision layer.Full setup costs $6/month for a VPS. Everything else is free.Started 2 da
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