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search (gamma frontier): from Wills parent codes"],"discovery":"AI search","strongest_claim":"built from one of Wills's parent codes (weighted Reed-Muller, restricted-light or one-heavy) by searched punctures, paired-column contractions or logical-pair checks, in the pure-T distillation-exponent release (gamma = log(n/k)/log d, n < 1000); a verified witness, not a maximum -- only the release's own frontier points are the lowest gamma it knows","sources":[{"regime":"AI search (gamma frontier): from Wills parent codes","file":"gamma_frontier_release/protocols/wills_one_heavy_432_80_4.json","label":"wills_one_heavy_432_80_4","N":102,"d":4,"d_is_exact":true,"origin":"Wills parent + searched graph punctures","provenance":"gamma frontier release record wills_one_heavy_432_80_4 (source catalogue id wills_one_heavy_432_80_4); construction: Wills parent + searched graph punctures; matrix a4023da712a8dcf3...; the release states d=4 (exact), gamma=1.2164797036380532 (exact)","notes":"matrix gamma_frontier_release/matrices/a4023da712a8dcf34d5c7350ed5a2214358c61fe462915fc337d7dee9063ed9e.matrix"}]},"references":[{"key":"jain2026symmetry","short":"Jain et al. (2026)","full":"S. P. Jain, A. Wills, and S. Singh, \"Symmetry and AI-assisted discovery of magic-state factories,\" arXiv:2610.06535 (2026).","url":"https://arxiv.org/abs/2610.06535","date":"2026-10-05"}]}