What was already known
The FK-Ising q=2 interface limit was known, while general q rotational-invariance work did not identify the interface law. The manuscript acknowledges overlapping public q=1 square-lattice percolation claims.
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
Identifies the full interface scaling law across the critical square-lattice random-cluster range 1≤q<4.
Limitations
This selected contribution is the Dobrushin interface limit; nested whole-plane loop convergence is a separate claim. q=1 and q=2 have prior or overlapping results, so novelty lies in the general parameter range and stated domain scope. 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