Construction is a $13 trillion industry that has barely improved labor productivity in forty years,…
construction is a $13 trillion industry that has barely improved labor productivity in forty years, and 2026 is the first year that changed: ai adoption doubled since 2024, 38% of contractors now report measurable business impact, and togal’s floor-plan takeoffs hit 98% accuracy at five times manual speed. turner construction built a safety coach on openai’s stack from its own incident database. the industry that moves the slowest is about to move the fastest.
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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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