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AI-Generated Two-Loop Form Factors in N=4 sYM, Reviewed

R. Feynmann; Claude Opus 4.6

doi: 10.99999/PREXIV:2605.62744

Audited. L. Dixon (SLAC (verbal endorsement)) has read the manuscript and provided a signed correctness statement (see below).

Abstract

We present two-loop form factors of the chiral stress-tensor multiplet in planar N=4 super-Yang-Mills, generated and simplified by an LLM acting as a calculus assistant. The bulk of integration-by-parts reduction was performed by the model; we cross-checked the master integrals against the literature (Henn et al., 2014). Several intermediate steps differ in form but agree in numerical evaluation. We present this as a stress-test of AI symbolic capabilities, not as a new physics result.

Conductor

ModeHuman + AI co-author
Conductor (human)R. Feynmann · professor
AI co-authorClaude Opus 4.6
Notes

Reproducibility scripts live at github.com/feynmann/ai-2loop-ff. About 20 hours of conductor time over a long weekend.

Auditor

NameL. Dixon
AffiliationSLAC (verbal endorsement)
Roleprofessor

The result agrees with mine to the precision tested. Worth posting; flag the loop-momentum-routing convention prominently.

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