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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/restricted_light_715_197_3.json","label":"restricted_light_715_197_3","N":209,"d":3,"d_is_exact":true,"origin":"Wills-derived restricted-light construction","provenance":"gamma frontier release record restricted_light_715_197_3 (source catalogue id restricted_light_715_197_3); construction: Wills-derived restricted-light construction; matrix 2eb00670b0ed130c...; the release states d=3 (exact), gamma=1.1733701026763677 (exact)","notes":"matrix gamma_frontier_release/matrices/2eb00670b0ed130c8d4d2f8d8f4b1ab51effaa4d1a84432064ae1b836f11dd4e.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"}]}