What was already known
Coulomb-gas calculations predicted the Gaussian coupling, and dimer methods treated the free-fermion point. Prior rigorous work established delocalization, logarithmic fluctuations, or near-free-fermion covariance without a full GFF law throughout this range.
AI involvement
OpenAI credits itself as manuscript author and states that its internal frontier model produced the results in this release. Individual human input is not detailed enough to establish task-only autonomy.
OpenAI is named as author on the manuscript, and its release attributes the results to an internal frontier model. The individual human input is not detailed enough to establish autonomy.
Importance
Proves the field scaling limit and its coupling constant across the full stated critical six-vertex range.
Limitations
The plane state is the prescribed iterated balanced-torus limit; the field is defined modulo additive constants, and the result is not claimed for arbitrary six-vertex weights or boundary states. No completed proof check was documented in the available sources.
Technical verification
Reported is the default when evidence for a higher level is insufficient. The OpenAI-authored manuscript reports and argues the result, but the reviewed sources do not document a completed check of the full assessed claim.
Human understanding
Few is the default when evidence for a higher level is insufficient. No named person is documented as explaining the central argument for this assessed contribution.
Correction and publication history
Primary manuscript, attribution, and prior-work review for non-notifying local inclusion; technical check remains undocumented.
Read this published revision