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Three counterexample families reportedly challenge a 1967 fusion-physics conjecture

A post says two independent papers, posted a day apart, describe counterexamples to Harold Grad’s conjecture about smooth 3D plasma equilibria. It credits GPT-6 Astra with finding two of the three families.

Bojan TunguzBT
1 Source, 12d ago, first seen 12d ago

TLDR

A September 24 post says the papers challenge Grad’s 1967 claim that smooth 3D plasma equilibria require constant pressure or symmetry. It describes three families of counterexamples, credits GPT-6 Astra with finding two, and calls the work significant for stellarators. Another post says the AI-assisted work might have real-world applications.

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216.6K

1 Source, first seen 12d ago

1.1K likes20 comments253 saves45 reposts

Combined views

216.6K

1 Source, first seen 12d ago

1.1K likes20 comments253 saves45 reposts

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Bojan Tunguz@tunguzAll right, here we go - *finally* a math/physics breakthrough using AI that might have some serious real-world implications/applications.12d
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    Harold Grad

    1 Source

    Bojan Tunguz@tunguzAll right, here we go - *finally* a math/physics breakthrough using AI that might have some serious real-world implications/applications.12d
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