The building is now being asked to file its own load forecast
the building is now being asked to file its own load forecast: a foundation model predicts weekly energy use with a 29.2 percent error cut against gradient boosting and stays stable across one to twelve month training windows, a transfer framework cuts errors by 63 percent with sixteen to thirty two source buildings, and a thermal foundation model on citylearn forecasts indoor temperature under half a degree and transfers from two buildings.
the walls now file their own consumption.
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The note above is reproduced unedited from the original post, first published on Threads on 4 October 2026 at 12:56 IST.
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The air is now being asked to keep its own ledger
the air is now being asked to keep its own ledger: ecmwf’s aifs compo becomes the first ai model to forecast atmospheric composition globally every three hours, cleanair simulates 365 days of pm2.5 over china in ten seconds, and a unified framework maps six pollutants at one kilometer across the whole country. the air now files its own composition report.
read the note →The current is now being asked to draw its own map
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