90 percent of developers use ai coding agents and only 29 percent trust their accuracy. jetbrains'…
90 percent of developers use ai coding agents and only 29 percent trust their accuracy. jetbrains' 2026 ecosystem survey, out september 15, found 66 percent spend more time fixing almost-correct code. adoption ran far ahead of trust.
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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.
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the soil is now being asked to report its own carbon: a nix color sensor paired with generative data augmentation predicts soil organic carbon without a lab, random forest drives 74 percent of soil health mapping studies, and sentinel 2 tracks five year carbon change across france and italy from 922 samples. the dirt now files its own carbon account.
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