The hours ai freed went straight into answering for the code. bairesdev's q3 2026 barometer, out…
the hours ai freed went straight into answering for the code. bairesdev's q3 2026 barometer, out september 14, shows the share of developers who say ai writes at least half their code jumping from 12% to 42% in a year, while 66% of that saved time now goes to fixing ai output. the bottleneck just moved downstream.
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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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read the note →The soil is now being asked to report its own carbon
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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