Everyone quotes Laderman's 23 multiplications. Almost nobody quotes the additions, and that is where the record has actually been moving — 62, 61, 60, 59, 58, 56, and in July 2026, 55. That last preprint is a month old and its certificate sits on a repository with zero stars. This page re-derives every number in it here, with an instrument built to be able to contradict it.
| the job | what it computes | gates declared | gates counted here | no sharing would cost | realizes its factor matrix |
|---|---|---|---|---|---|
| U_input | form the 23 left factors from the 9 entries of A | 13 | 13 | 43 | cert |
| V_input | form the 23 right factors from the 9 entries of B | 14 | 14 | 30 | cert |
| W_output | combine the 23 products into the 9 entries of C | 28 | 28 | 49 | cert |
| total | the whole linear cost of the scheme | 55 | 55 | 122 | cert |
The rank-23 half of this claim was already settled mathematics — Laderman published a rank-23 scheme in 1976 and this one inherits its rank. What is new is the linear circuit around it, and that is a claim about gates, which no tensor checker can see. Both halves are decided above, separately, because they fail separately.
The last column is the load-bearing one. A gate count means nothing unless the gates compute the right thing: evaluating each program symbolically gives, for every output, the exact integer combination of inputs it forms, and every one of those matched the factor matrix entry for entry.
| additions | who | note |
|---|---|---|
| 98 | Laderman 1976 | the original rank-23 scheme; nobody optimized its circuit at the time |
| 62 | Mårtensson & Wagner | |
| 61 | Schwartz & Vaknin | using a change of basis |
| 60 | Stapleton, arXiv:2508.03857 | without a change of basis |
| 59 | arXiv:2601.05272 | |
| 58 | arXiv:2512.21980 | the Perminov ternary tensor this construction starts from |
| 56 | Sun, arXiv:2604.27645, Apr 2026 | |
| 55 | Karunaratne & Idamekorala, arXiv:2607.28676, Jul 2026 | audited on this page |
Seven improvements in under a year, several of them a single addition apart. That cadence is exactly why an independent check is worth doing while the claim is fresh: a record that moves this fast is one where a miscount would propagate into everything built on top of it before anyone looked.
One thing the authors are careful about and this page repeats: their optimality result is local. They prove their 14-gate circuit optimal for one fixed orientation of one fixed tensor — not that 55 is the minimum over all rank-23 schemes. The global question is open, and this audit says nothing about it.
No new mathematics. We found no error, no miscount and no counterexample — the certificate held everywhere we attacked it, and a page that could only ever have agreed would not have been worth writing, which is why the 8 red controls are listed above and all of them fire. Three limits, stated rather than buried. We verified the certificate the authors published, not the search that produced it, and not their claim of local optimality — proving that no 13-gate circuit exists for that map is a different computation and this instrument does not do it. We take Laderman's rank 23 and the source tensor as given. And 55 is an upper bound on a quantity whose true minimum nobody knows. Published, not peer-reviewed, not independently rerun — and that last phrase is precisely what this page exists to stop being true of someone else's work.