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[[80,24,8]] d ≤
n
80
k
24
d
8
kd²/n
19.2
w
10
X/Z
1

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Distance

X/Z asymmetry 1 · d_X ≤ 8, d_Z ≤ 8 · w_X = 10, w_Z = 10 (max(d_X,d_Z)/min(d_X,d_Z); each side carries its own earned tier: = certified exact, ≤ witness upper bound)
d_X 8 · witness weight 8 (claimed upper_bound)
witness operator (support, 8 qubits)
[32, 33, 40, 41, 54, 55, 58, 59]
d_Z 8 · witness weight 8 (claimed upper_bound)
witness operator (support, 8 qubits)
[9, 14, 41, 46, 49, 54, 66, 69]
certificate none yet · distance stands as a self-certified upper bound (d ≤)

Diagnostics

computed by the verifier from the parity checks, the layout, and the stored witnesses; shown as evidence, not used for ranking
girth H_X 4 · H_Z 4 (shortest cycle of each side’s Tanner graph; longer is friendlier to belief propagation)
check weights H_X 10 · H_Z 10
qubit degrees H_X 5 · H_Z 5
trapping sets H_X (1,5)×80 (2,6)×240 (3,7)×2000 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_X
(1,5): 80 (2,6): 240 (2,8): 1320 (3,7): 2000 (3,9): 11040 (3,11): 24320 (3,13): 1760
trapping sets H_Z (1,5)×80 (2,6)×240 (3,7)×2000 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_Z
(1,5): 80 (2,6): 240 (2,8): 1320 (3,7): 2000 (3,9): 11040 (3,11): 24320 (3,13): 1760

Circuit tier

syndrome-extraction memory circuits committed under circuits/80-24-8/ · canonical noise recipe, 8 rounds, stim 1.16.0
d_circ ≤ 3 (min over bases; penalty-only, clamped to ≤ d)
d_circ^X 4 · fault-set witness of 4 mechanisms (claimed upper_bound)
witness fault set (mechanism indices in the committed .dem, 4)
[26761, 26779, 27361, 28206]
d_circ^Z 3 · fault-set witness of 3 mechanisms (claimed upper_bound)
witness fault set (mechanism indices in the committed .dem, 3)
[21415, 21421, 21794]
no measured logical error rate yet; d_circ is a floor, and the measured tier records the prefactor it cannot see

Construction & provenance

authors @FarLab
provenance submitted through the challenge
novelty novelty not audited
construction 2BGA (two-block group algebra) code on group ab(5,2,2,2) (|G|=40); H_X=[L(a)|R(b)], H_Z=[R(b)^T|L(a)^T] with a = [0, 10, 22, 24, 39], b = [0, 13, 19, 25, 32] as element indices of the Cayley table (identity = 0; table convention in the note)
model Claude Claude Opus 5.5 (claimed, not verified)
date 2026-10-17
family bivariate bicycle (a tag, not a ranking)
locality unrestricted (computed from the layout)
weight class weight > 8 (computed)

How this code was found

the research note submitted with this code · raw markdown · all notes

[[80,24,8]] — 2BGA code on ab(5,2,2,2) (|G| = 40), a = [0, 10, 22, 24, 39], b = [0, 13, 19, 25, 32]

Direction & hypothesis

Track cell: unrestricted x weight-any (max check weight 10). The board is dense below n = 110, so the target was a specific hole: a point with n' <= 80, k' >= 24, d' >= 8 at check weight <= 10 that no board entry occupies. This code gains on d, k, n, w against [[80,16,4]] (w=12, codes/80-16-4.json), [[82,22,3]] (w=11, codes/82-22-3.json), [[87,22,3]] (w=11, codes/87-22-3.json), [[90,20,7]] (w=31, codes/90-20-7.json), [[96,24,8]] (w=10, codes/96-24-8.json). The hypothesis behind the sweep was that the small-group two-block (2BGA) family, enumerated over the groups of order 8..55 the kit can build (abelian, metacyclic, dicyclic, generalized dihedral, a few semidirect and matrix groups), still holds non-dominated points that the board's generalized-bicycle and bivariate-bicycle entries missed, because the board's small-n entries come mostly from cyclic groups and tori, and because unequal support sizes (|a| != |b|) are rarely searched. Board-relative novelty is from verify/validate_candidate.py; literature novelty is unverified (Lin-Pryadko's 2BGA tables, arXiv:2306.16400, cover many small groups and this instance may be in them).

What was searched

H_X = [L(a) | R(b)], H_Z = [R(b)^T | L(a)^T] over F_2[G] with G = the abelian group Z_{5}} x Z_{{2}} x Z_{{2}} x Z_{{2} built as group_algebra.cyclic_product(5,2,2,2): elements are the tuples in itertools.product order, index = position in that order (identity = 0). a = [0, 10, 22, 24, 39] and b = [0, 13, 19, 25, 32] are lists of element indices (|a| = 5, |b| = 5, check weight 10).

Sweep (research/kit samplers and surrogate.distance_rand, backend gf2_fast, one thread per candidate, 60 processes):

  • 2bga: 9,880,000 candidates built, 3,008,653 with k >= 3 screened at 400 gf2_fast RIS trials, 2470 unique records non-dominated on the board at that reading; funnel 20000 trials: 35 of 35 still advancing, 200000 trials: 35 of 35 still advancing, 2000000 trials: 35 of 35 still advancing.

Supports were drawn with the identity in both a and b (left/right translation of a or b is a qubit relabelling, so this loses nothing), distinct elements only, and every candidate was compared with the live board (every CSS entry with n <= 130, on n, k, d and max check weight) before any further trials were spent. The screening reading is an upper bound, so this funnel never discards a true advance.

Evidence trail

Packaging witnesses: surrogate.lightest_logical, 8,000 NumPy trials per side, seed 11 -> X-logical of weight 8, Z-logical of weight 8; d = min = 8.

Deep ladder (fresh seeds, surrogate.distance_rand_witness backend gf2_fast, 8 threads, pair depth 8):

| trials per seed | seed | side of lightest | lightest logical | time | |---|---|---|---|---| | 10,000,000 | fast seed 59163 | X | 8 | 38.3 s | | 10,000,000 | fast seed 67082 | X | 8 | 38.5 s | | 10,000,000 | fast seed 75001 | X | 8 | 38.8 s |

Ladder verdict: corroborated (min over rungs = 8, claimed 8).

Final claim: witness-backed upper bound d <= 8 (confidence: upper_bound), with d_X <= 8 and d_Z <= 8.

Dead ends

  • Of the stage-1 non-dominated records, most collapsed when the trial budget rose (see the funnel counts
  • above): a d read at 400 fast trials is routinely 1-3 too high at n ~ 60-110.

  • Abelian 2BGA (bivariate bicycle) supports at 3+3 on l*m in 32..55 reproduced board points but opened no new
  • weight-6 cell: the board's BB coverage there is effectively complete.

  • Weight-4 (2+2) supports on non-abelian groups never beat the toric-code line kd^2/n = 2.

Tools

Model: Claude Opus 5.5 (agent harness Claude Code), running the search on a Brev n2d-highcpu-64 box (gf2_fast via make fast, 8 threads for the ladder, single-thread worker processes for the screen). Kit modules: research/kit/group_algebra.py (build_2bga, cyclic_product, metacyclic, direct_product, sym, alt), research/kit/gf2poly.py, research/kit/products.py, research/kit/surrogate.py, research/kit/prescreen.py, research/kit/submit.py, research/kit/coordination.py (gate). Approximate compute: about 3 CPU-hours for the sweep and ladder of this family.

Reproduction

import sys; sys.path[:0] = ["research/kit", "verify"]
from group_algebra import build_2bga
from group_algebra import cyclic_product
mul, _ = cyclic_product(5,2,2,2)
HX, HZ = build_2bga(mul, [0, 10, 22, 24, 39], [0, 13, 19, 25, 32])   # n = 80, k = 24

Then make_submission(HX, HZ, ..., trials=8000, seed=11) from research/kit/submit.py reproduces the witnesses; the deep ladder used three fresh seeds at the trial counts in the table above.

Parity checks

X-checks 40 (max weight 10) · Z-checks 40 (max weight 10)
H_X (40 checks, sparse supports)
[0, 15, 16, 30, 34, 40, 48, 57, 67, 77] [1, 14, 17, 31, 35, 41, 49, 56, 66, 76] [2, 13, 18, 28, 32, 42, 50, 59, 65, 79] [3, 12, 19, 29, 33, 43, 51, 58, 64, 78] [4, 11, 20, 26, 38, 44, 52, 61, 71, 73] [5, 10, 21, 27, 39, 45, 53, 60, 70, 72] [6, 9, 22, 24, 36, 46, 54, 63, 69, 75] [7, 8, 23, 25, 37, 47, 55, 62, 68, 74] [2, 8, 23, 24, 38, 45, 48, 56, 65, 75] [3, 9, 22, 25, 39, 44, 49, 57, 64, 74] [0, 10, 21, 26, 36, 47, 50, 58, 67, 73] [1, 11, 20, 27, 37, 46, 51, 59, 66, 72] [6, 12, 19, 28, 34, 41, 52, 60, 69, 79] [7, 13, 18, 29, 35, 40, 53, 61, 68, 78] [4, 14, 17, 30, 32, 43, 54, 62, 71, 77] [5, 15, 16, 31, 33, 42, 55, 63, 70, 76] [6, 10, 16, 31, 32, 43, 53, 56, 64, 73] [7, 11, 17, 30, 33, 42, 52, 57, 65, 72] [4, 8, 18, 29, 34, 41, 55, 58, 66, 75] [5, 9, 19, 28, 35, 40, 54, 59, 67, 74] [2, 14, 20, 27, 36, 47, 49, 60, 68, 77] [3, 15, 21, 26, 37, 46, 48, 61, 69, 76] [0, 12, 22, 25, 38, 45, 51, 62, 70, 79] [1, 13, 23, 24, 39, 44, 50, 63, 71, 78] [0, 14, 18, 24, 39, 41, 51, 61, 64, 72] [1, 15, 19, 25, 38, 40, 50, 60, 65, 73] [2, 12, 16, 26, 37, 43, 49, 63, 66, 74] [3, 13, 17, 27, 36, 42, 48, 62, 67, 75] [4, 10, 22, 28, 35, 45, 55, 57, 68, 76] [5, 11, 23, 29, 34, 44, 54, 56, 69, 77] [6, 8, 20, 30, 33, 47, 53, 59, 70, 78] [7, 9, 21, 31, 32, 46, 52, 58, 71, 79] [7, 8, 22, 26, 32, 40, 49, 59, 69, 72] [6, 9, 23, 27, 33, 41, 48, 58, 68, 73] [5, 10, 20, 24, 34, 42, 51, 57, 71, 74] [4, 11, 21, 25, 35, 43, 50, 56, 70, 75] [3, 12, 18, 30, 36, 44, 53, 63, 65, 76] [2, 13, 19, 31, 37, 45, 52, 62, 64, 77] [1, 14, 16, 28, 38, 46, 55, 61, 67, 78] [0, 15, 17, 29, 39, 47, 54, 60, 66, 79]
H_Z (40 checks, sparse supports)
[0, 13, 19, 25, 32, 40, 50, 62, 64, 79] [1, 12, 18, 24, 33, 41, 51, 63, 65, 78] [2, 15, 17, 27, 34, 42, 48, 60, 66, 77] [3, 14, 16, 26, 35, 43, 49, 61, 67, 76] [4, 9, 23, 29, 36, 44, 54, 58, 68, 75] [5, 8, 22, 28, 37, 45, 55, 59, 69, 74] [6, 11, 21, 31, 38, 46, 52, 56, 70, 73] [7, 10, 20, 30, 39, 47, 53, 57, 71, 72] [0, 8, 21, 27, 33, 47, 48, 58, 70, 72] [1, 9, 20, 26, 32, 46, 49, 59, 71, 73] [2, 10, 23, 25, 35, 45, 50, 56, 68, 74] [3, 11, 22, 24, 34, 44, 51, 57, 69, 75] [4, 12, 17, 31, 37, 43, 52, 62, 66, 76] [5, 13, 16, 30, 36, 42, 53, 63, 67, 77] [6, 14, 19, 29, 39, 41, 54, 60, 64, 78] [7, 15, 18, 28, 38, 40, 55, 61, 65, 79] [1, 8, 16, 29, 35, 40, 55, 56, 66, 78] [0, 9, 17, 28, 34, 41, 54, 57, 67, 79] [3, 10, 18, 31, 33, 42, 53, 58, 64, 76] [2, 11, 19, 30, 32, 43, 52, 59, 65, 77] [5, 12, 20, 25, 39, 44, 51, 60, 70, 74] [4, 13, 21, 24, 38, 45, 50, 61, 71, 75] [7, 14, 22, 27, 37, 46, 49, 62, 68, 72] [6, 15, 23, 26, 36, 47, 48, 63, 69, 73] [3, 9, 16, 24, 37, 46, 48, 63, 64, 74] [2, 8, 17, 25, 36, 47, 49, 62, 65, 75] [1, 11, 18, 26, 39, 44, 50, 61, 66, 72] [0, 10, 19, 27, 38, 45, 51, 60, 67, 73] [7, 13, 20, 28, 33, 42, 52, 59, 68, 78] [6, 12, 21, 29, 32, 43, 53, 58, 69, 79] [5, 15, 22, 30, 35, 40, 54, 57, 70, 76] [4, 14, 23, 31, 34, 41, 55, 56, 71, 77] [5, 11, 17, 24, 32, 42, 54, 56, 71, 72] [4, 10, 16, 25, 33, 43, 55, 57, 70, 73] [7, 9, 19, 26, 34, 40, 52, 58, 69, 74] [6, 8, 18, 27, 35, 41, 53, 59, 68, 75] [1, 15, 21, 28, 36, 46, 50, 60, 67, 76] [0, 14, 20, 29, 37, 47, 51, 61, 66, 77] [3, 13, 23, 30, 38, 44, 48, 62, 65, 78] [2, 12, 22, 31, 39, 45, 49, 63, 64, 79]
Code ID 80-24-8 · download JSON · raw on GitHub