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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_558_146_3.json","label":"restricted_light_558_146_3","N":158,"d":3,"d_is_exact":true,"origin":"Wills-derived restricted-light construction","provenance":"gamma frontier release record restricted_light_558_146_3 (source catalogue id restricted_light_558_146_3); construction: Wills-derived restricted-light construction; matrix 97cbd80b1741d9d3...; the release states d=3 (exact), gamma=1.2204053736722902 (exact)","notes":"matrix gamma_frontier_release/matrices/97cbd80b1741d9d3740bca5af87277751fe5c87a7759f74abef271847b8e669e.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"}]}