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[[53,21,3]] d =
n
53
k
21
d
3
kd²/n
3.566
w
6
X/Z
1
g
0.0123
r
4.1231
layers
2
swaps
86

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Distance

X/Z asymmetry 1 · d_X = 3, d_Z = 3 · w_X = 6, w_Z = 6 (max(d_X,d_Z)/min(d_X,d_Z); each side carries its own earned tier: = certified exact, ≤ witness upper bound)
d_X 3 · witness weight 3 (claimed upper_bound)
witness found by @dorakingx · gf2_fast RIS ladder (verify/gf2_fast.cpp), both sides searched jointly · found at 2×104 trials · survived 2×107 trials · 2026-10-02
witness operator (support, 3 qubits)
[7, 8, 37]
d_Z 3 · witness weight 3 (claimed upper_bound)
witness found by @dorakingx · gf2_fast RIS in the packaging search; the ladder searched both sides jointly · found at 4000 trials · survived 2×107 trials · 2026-10-02
witness operator (support, 3 qubits)
[23, 37, 46]
certificate exact, d = 3 · scipy/HiGHS cutoff IP
X: no logical < 3 exists; Z: no logical < 3 exists

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 8 · H_Z 8 (shortest cycle of each side’s Tanner graph; longer is friendlier to belief propagation)
check weights H_X 5–6 (mean 5.875) · H_Z 6
qubit degrees H_X 1–2 (mean 1.774) · H_Z 1–2 (mean 1.811)
trapping sets H_X (1,1)×12 (2,1)×59 (3,0)×18 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_X
(1,1): 12 (1,2): 41 (2,1): 59 (2,2): 171 (3,0): 18 (3,1): 251 (3,2): 711 (3,3): 116 (3,4): 184
trapping sets H_Z (1,1)×10 (2,1)×50 (3,0)×16 (smallest syndrome weight at each size, connected sets of up to 3 qubits)
full (size, syndrome weight): count census for H_Z
(1,1): 10 (1,2): 43 (2,1): 50 (2,2): 190 (3,0): 16 (3,1): 218 (3,2): 841 (3,3): 100 (3,4): 220
witness diameter X 2.0 · Z 3.6056 (Euclidean support diameter of the stored distance witnesses in the layout; an upper bound on the exhibited logicals’ spread, not a minimum over all logicals)

Verified 2D layout

as measured by the verifier: every check drawn over the submitted coordinates; the interaction radius is the longest dashed pair
layout contributed by @dorakingx · Simulated annealing over site assignments on an integer grid with the repo's own research/local2d/fold_layout.search_layout (max-diameter objective, several bounding boxes and seeds); single layer at radius 4 tried first, then two layers at 7. Radius and per-site occupancy re-measured with the verifier's rule. · 2026-10-04
r = 4.123
X checkZ checkqubit site (28)2 qubits stacked (2 layers)dashed: the pair setting the interaction radiushover a check to isolate its qubits; click to pin — repeated clicks cycle through overlapping checks; click empty space to release
routing cost 86 nearest-neighbor SWAPs per round in total, at most 7 for one check (heuristic: MST lower bound on the layout, with one lattice step = the minimum qubit spacing 1; not a rank)

Construction & provenance

authors @dorakingx
provenance submitted through the challenge
novelty novelty not audited
construction Reduction of the board's codes/54-21-3.json ([[54,21,3]]) by 1 qubits at unchanged k, unchanged check-weight class and unchanged locality class, by one move applied to a fixpoint: graft a qubit away using a low-weight element of the stabilizer ROW SPACE. Let S be an element of the row space of H_X with support T and let a be in T. Replace one generator of the subset summing to S by S itself -- the span is unchanged, that generator being S plus the rest of the subset -- and add S into every other X row meeting a, so that a survives only in S. Then apply the CNOT fan-out from a to T\{a}, which acts on the check matrices as H_X[:, b] ^= H_X[:, a] and H_Z[:, a] ^= H_Z[:, b] for each b in T\{a}. Only S still meets a, so the first substitution turns S into the weight-1 stabilizer X_a and leaves every other X row alone; the second zeroes column a of H_Z, because commutation forces every Z row to meet T an even number of times. Qubit a is then disentangled and is deleted: n -> n-1, k unchanged, and the Z rows only LOSE an index, so their weights and support diameters cannot rise. The weight of S separates three regimes, and the difference is entirely in the clearing step R ^= S. |S| = 1: nothing is added anywhere, so the weights, the radius AND THE DISTANCE are all preserved exactly, and no distance search is needed -- this is the row-space form of the weight-1 stabilizer cleanup of Liang, Eberhardt and Chen (arXiv:2504.08887 Sec. III D step 4), which the implementation in research/local2d/boundary_engine.py applies only to literal weight-1 generator ROWS. |S| = 2: R loses a and toggles one other index, so its weight changes by 0 or -2 and can never rise. |S| >= 3: R can grow, so every touched row is checked against the code's weight class and its locality radius, measured in the source's own layout. This generalises the capped merge-graft I introduced with [[454,8,17]], which only ever built S from the generators a single qubit happens to lie in. Here the accepted grafts were . Low-weight row-space elements are enumerated as sums of at most three checks with a connected overlap pattern. Every graft with |S| >= 2 was accepted only if k was unchanged and a bit-packed RIS search found nothing lighter than 3, screened once and confirmed twice with independent seeds; those in-loop rungs are a filter, not the evidence. QUBIT POSITIONS ARE THE SOURCE'S: every surviving qubit keeps the coordinate it has in codes/54-21-3.json, so the layout is inherited rather than re-derived, and the reduction only deletes. The surviving qubits' indices into the source numbering are [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11]... (full list implied by the coordinates in this file).
model Claude Claude Opus 5 (Claude Code) (claimed, not verified)
date 2026-10-02
notes Derived from codes/54-21-3.json, not an independent construction; the source's authors are @vprusso and the reduction is mine. The gate reports no exact duplicate and no WL-equivalent entry. It dominates [[53,20,3]], [[54,21,3]], [[58,16,3]], [[65,17,3]] on (n, k, d, w), which therefore leave the frontier of every cell they share with it. Distance is a witness-backed upper bound: the deepest null result is 20000000 fresh-seed RIS trials. Literature novelty is unverified.
family check-deletion (a tag, not a ranking)
locality 2D-local bilayer (computed from the layout)
weight class weight ≤ 6 (computed)

How this code was found

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

[[53,21,3]] — reduction of the board's [[54,21,3]]

Where the qubits came from

codes/54-21-3.json is @vprusso's construction; this is a reduction of it, following the precedent @mathysrennela set on this board of submitting a reduction of someone else's entry as a contribution in its own right. 1 qubits come out under the general form of the move below, and the accepted grafts were .

The move

Let S be any element of the row space of H_X — an element of the stabilizer group, not necessarily one of the published generators — with support T, and let a ∈ T.

1. Replace one generator of the subset summing to S by S itself. The span is unchanged: that generator equals S plus the rest of the subset. 2. Add S into every other X row meeting a, so a survives only in S. 3. Apply the CNOT fan-out from a to T \ {a}, which acts on the check matrices as H_X[:, b] ^= H_X[:, a] and H_Z[:, a] ^= H_Z[:, b].

After step 2 only S meets a, so step 3 turns S into the weight-1 stabilizer X_a and leaves every other X row alone; and column a of H_Z becomes the XOR of its entries over T, which commutation forces to be 0. Qubit a is disentangled and is deleted: n → n-1, k unchanged, and the Z rows only lose an index, so their weights and support diameters cannot rise.

The weight of S selects the regime, entirely through the clearing step R ^= S:

  • |S| = 1 — nothing is added anywhere, so weight, radius and distance are all
  • preserved exactly and no distance search is needed. This is the row-space form of the weight-1 stabilizer cleanup of Liang, Eberhardt and Chen (arXiv:2504.08887 Sec. III D step 4); research/local2d/boundary_engine.py fires only on a *literal* weight-1 generator ROW, and row-space membership is strictly weaker.

  • |S| = 2 — the row loses a and toggles one other index, so its weight changes by 0
  • or −2 and can never rise.

  • |S| ≥ 3 — the row can grow, so every touched row is checked against the code's weight
  • class and its locality radius, measured in the source's own layout.

Low-weight row-space elements are enumerated as sums of at most three checks with a connected overlap pattern.

Verification

Fresh-seed RIS ladder: 3 at 20k → 200k → 1M → 5M → 20M trials per rung, independent seeds, both sides searched jointly. Nothing lighter than 3 appeared. Each graft was also screened and confirmed twice in the loop with independent seeds; those rungs are a filter, not the evidence. The distance is a witness-backed upper bound — on this project a [[682,10,38]] candidate survived three fresh seeds to five million trials and then fell at twenty million, so a flat ladder is not a proof.

verify/validate_candidate.py passes: board_advancing: true, dominated_by: [], no duplicate and no WL-equivalent entry, cell weight-6 × unrestricted.

Numbers

Max check weight 6 throughout. Interaction radius unchanged at 0, so the reduced code is no less local than the source; layers unchanged. Qubit positions are the source's — every surviving qubit keeps the coordinate it has in codes/54-21-3.json, and the reduction only deletes. kd²/n 3.500 → 3.566.

It dominates no current entry on (n, k, d, w).

Parity checks

X-checks 16 (max weight 6) · Z-checks 16 (max weight 6)
H_X (16 checks, sparse supports)
[3, 7, 16, 32, 35, 41] [10, 13, 21, 41, 49, 50] [0, 3, 15, 38, 44, 45] [21, 31, 34, 38, 39, 43] [12, 17, 22, 25, 27] [1, 5, 8, 14, 18, 29] [1, 2, 10, 19, 26, 27] [6, 24, 31, 33, 35, 40] [0, 4, 14, 17, 33, 36] [5, 11, 12, 13, 47, 52] [8, 9, 25, 42, 48, 50] [7, 11, 19, 28, 43, 48] [6, 23, 28, 37, 45, 49] [9, 20, 26, 36, 51, 52] [4, 16, 30, 34, 37, 46] [15, 18, 20, 30, 40]
H_Z (16 checks, sparse supports)
[1, 2, 16, 18, 30, 32] [3, 10, 15, 20, 26, 41] [0, 1, 14, 19, 38, 43] [11, 12, 22, 24, 31, 43] [5, 11, 15, 18, 28, 45] [16, 22, 25, 41, 46, 50] [2, 26, 31, 33, 36, 39] [5, 29, 34, 39, 46, 47] [4, 10, 17, 21, 27, 34] [4, 8, 14, 23, 37, 42] [6, 20, 23, 40, 47, 52] [13, 21, 38, 44, 51, 52] [9, 24, 32, 35, 42, 51] [3, 7, 8, 29, 44, 48] [6, 17, 25, 28, 33, 48] [0, 9, 36, 45, 49, 50]
Code ID 53-21-3 · download JSON · raw on GitHub