Featured in Domain Arrivals · 2026-08-12
GAMBIT: A Closed-Loop Hunt for Better Permanent Magnets
A university-backed research project uses AI, computation, laboratory synthesis, and rapid testing to discover stronger, more practical permanent magnets.
Why it surfacedGAMBIT turns materials discovery into a literal feedback loop: models propose compounds, labs make and measure them, and the results improve the next predictions. Its four-institution team is aiming beyond papers, judging candidates for cost and manufacturability with applications in motors, generators, electronics, and HVAC.
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Ice Does Not Count
August 12’s newborn domains include a rule-bound archive of enormous sodas, 27 family stories cut from one afternoon, a disaster-supply map with a 24-hour freshness rule, and an ocean bell that rings only when six conditions agree.
This is one of 1,000 discoveries in the 2026-08-12 Domain Arrivals issue.