Scaling limits and level-line interfaces of real Lipschitz heights

For uniform real-valued nearest-neighbor Lipschitz heights on triangular-lattice approximations of smooth simply connected domains, does the centered normalized field converge to a Dirichlet Gaussian free field? A separate target is an SLE₄ zero-height interface under tuned opposite two-arc boundary data.

Why it matters and what counts as progress

Why it matters: The paired limits connect a continuous constrained-height model with predicted continuum field and curve laws.

What counts as progress: A field limit and an interface limit with their distinct boundary conditions, normalization and convergence topologies stated; integer-height results concern another model.

How the problem developed

  1. 2006 · Open question [1]

    Oded Schramm Asked whether random real-valued Lipschitz heights have a Gaussian-free-field scaling limit and whether a suitable level line converges to SLE₄.

  2. 6 Oct 2026 · Proof claim [2]

    OpenAI Reported Gaussian-free-field and chordal SLE₄ limits for uniform real nearest-neighbor Lipschitz heights on triangular-lattice approximations under specified boundary conditions.

AI contribution

Uniform real Lipschitz surfaces on the triangular lattice

OpenAI

For uniform real nearest-neighbor Lipschitz heights on triangular-lattice approximations of smooth simply connected domains, the October 6 manuscript claims a centered and normalized Dirichlet Gaussian free-field limit. With a tuned opposite two-arc boundary amplitude, the zero-height interface converges to chordal SLE₄ in uniform curve distance.

AI involvementAI-led
ImportanceNotable
Technical verificationReported
Human understandingFew
Reported

Sources

  1. Schramm, Conformally invariant scaling limits: an overview and a collection of problems
  2. OpenAI, uniform real Lipschitz surfaces
  3. Uniform real Lipschitz surfaces on the triangular lattice
  4. Revision note for real-height proof
  5. OpenAI manuscript collection
  6. OpenAI mathematics release
Website timeline

Publication dates and editorial changes.