What was already known
Chordal SLE₃ convergence was known for the pure square-lattice Ising spin interface; earlier random-bond work did not establish this quenched whole-curve limit for general bounded weak disorder.
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
Extends conformal interface universality to weak random-bond Ising models in the quenched sense.
Limitations
The disorder must be bounded, iid, mean-zero, and weak enough for its law. The Lean scope checks a finite-graph Ising likelihood-ratio comparison, not the random-bond critical point or quenched SLE₃ convergence.
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, prior-work, and precise Lean-scope or conditional-input review for non-notifying local inclusion.
Read this published revision