What was already known
The slice-density conjecture was known in low dimensions. Lepsveridze and Sun had developed the one-dimensional-fibre and dual-program approach, but not the all-dimensional discrete coupling.
AI involvement
Keevash and Lim credit ChatGPT-5.4 with the main ideas of the joint-mixability proof. They formulated the density argument and explain how the coupling supports the all-dimensional result.
The paper explicitly attributes the main ideas of the all-d joint-mixability theorem to ChatGPT-5.4 while the human authors complete the paper and density implication.
Importance
Extends the slice-density result to every dimension.
Limitations
Numerical checks cover an auxiliary slice estimate for 3≤d≤200; they do not check the all-dimensional coupling or full density argument.
Technical verification
The authors report numerical verification of supporting slice-estimate Lemma 3.1 for 3≤d≤200, but no completed rigorous human or machine check of the all-d joint-mixability theorem or full density argument. Numerical tests support only a finite auxiliary range and do not count as a machine checking method.
Human understanding
The human authors explain the first-coordinate stationary coupling, induction and dual-program bridge from joint mixability to density.
Correction and publication history
Extends the slice-density result to every dimension.
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