n = 87 open ★=
Proven
- new result
- exact
Citation record n-087
lowerwand125 after Tokoharu, Levy et al. 2026, GitHub (confirmed T-091)
upperEllsworth et al., Squares in Squares (confirmed T-101)
Open
- optimality
Bounds
9.83881526…
9.83881526994826- Found by
- David Ellsworth 2024
- Improved by
- David W. Cantrell, David Ellsworth, Allen Chang
- Construction
- annealing
- Source
- [Kingbird]
- Evidence
E-kingbird-upper-register
Minimal polynomial, degree 41
9.83881526994827
The reported value, verified here.
- Proved by
- wand125 2026
- Kind
- counting
- Scope
- Unrestricted unit-square packing with independent rotations and disjoint interiors.
- Note
- wand125's square-packing-bounds (4 October 2026) reports from a density of 594 uniform rectangles of total mass 8699999/100000, at core side 9977/10000 on 201 net half-angles, accepted there at every angle by its research copy of Tokoharu's verify.cpp at threshold one. It is above the 191/20 this case reported, from the source's mixed_n87_L955 (T-082). sqverify-fast decided it here on 5 October 2026 at all 201 net directions.
- Source
- [wand125 mixed bounds evening 2026-10-04]
- Evidence
E-n087-wand125-mixed-958-report
The reported value, verified here.
0.25881526…
Verified upper minus verified lower.
Results in the register
T-007 V0 C1 Nagamochi · 2026-08-31 · 321 cases
for
T-058 V3 C3 wand125 after Tokoharu, Daniel · 2026-09-29 · 100 cases
Rectangle-certificate ceiling
α·UB(n)proved for ..100;B·UB(n)on 64 grid rowsT-068 V3 C3 wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · 2026-10-01 · 34 cases
Rectangle-density lower bounds verified at 34 counts in
T-071 V3 C3 wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · 2026-10-02 · n = 84–87
Mixed rectangle-measure lower bounds replayed at
Claim and records
- Claim
- Two rectangle densities of wand125/square-packing-bounds, checked at coverage one and published on 2 October 2026, prove = 9.4 and = 9.42. The certificate's mass is below 86 and 87 too, so it gives and as well: four counts in all.
Each certificate is a density of uniform rectangles with no point mass, of total mass n - 1/100000, at core side 9977/10000 on 201 net half-angles of step 83/40000: 661 rectangles at and 587 at . Each is accepted at every oblique net angle by code/mixed_rotated_verify.cpp, the research copy of Tokoharu's verify.cpp that the source's certificate (T-048) and the five certificates of T-069 use, which accepts coverage at least 1 where Tokoharu's requires 10001/10000, and at angle zero by exact integer tables. The least oblique lower bounds are 1.00000000089 at and 1.0000000017 at .
Both values exceed Green's reported 2 sqrt(2) + (247 + 12 sqrt(2))/41 = 9.2667335..., which this record holds at both counts by monotonicity from , by more than 0.1332 and 0.1532; the source's own improvement figures are measured from 9.2667, below Green's value, and are not lower bounds. At and 87 the value is also above the rectangle certificates T-068 reports there, 1873/200 and 941/100.
Each certificate passed a complete replay here on 2 October 2026 of the source's unchanged checker and per-angle functions on its pinned tarball: all 201 directions, each returning the certificate's own record. The replays run the source's own algorithm and are not an independent decision of coverage.
wand125 after Tokoharu and Levy, square-packing-bounds. Registration was requested in a comment of 2 October 2026 on jlevy/squares#282. The source says parts of the work were produced with AI assistance under human direction. - Composition
- Two primary certificates, each on its own reported entry and its own replay entry. and 87 take the certificate directly, its mass being below those counts, so no step is added. Each replay runs the source's C++ checker unchanged: one interval-certified method, replayed here, C3. Coverage is decided by that checker alone; the axis tables are a second implementation for one direction and not a second method.
- Next rung
- V4 and C4 need two adversarial AI reviews by distinct reviewers and a human oversight record; one adversarial review is retained. A second machine method would be a method-distinct decision of rotated coverage; the replays here run the source's own checker. The checker's controls were made on the certificate of the same kind.
- Significance
- Raised the verified lower bound at four counts, to 87, past Green's reported value at and 85 by the widest margins over it on record, by the certificate kind of T-048 and T-069. Further sizes from one generator at S3; the 2 October review of these certificates proposed S3, which the replays leave standing.
- Novelty
- previously-published Present in an identified source
- Records
n = 84n = 85n = 86n = 87registerevidence 1evidence 2evidence 3evidence 4sourcereview
T-075 V3 C3 wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · 2026-10-03 · 9 cases
Mixed rectangle-measure lower bounds replayed at nine counts in
T-082 V3 C3 wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · 2026-10-03 · 22 cases
Mixed rectangle-measure lower bounds verified at 22 counts in
T-083 V3 C3 Karakuş · 2026-10-02 · 301 cases
for every nonsquare
T-085 V3 C3 Karakuş; chelokot · 2026-10-02 · 315 cases
Nagamochi 2005, Lemma 1 is false for every container with and
T-089 V3 C3 Chang, Ellsworth after Cantrell, Hajba, Stenlund, Bidwell; Chang after Ellsworth, Cantrell, Schadt, Hajba, DeVincentis · 2026-10-05 · n = 83, 87
and , Chang's packings, certified exactly
Claim and records
- Claim
- and , by two packings by Allen Chang, the first optimized by David Ellsworth, certified here exactly. The Kingbird catalogue prints their sides as 9.63475764863108, of degree 672, and 9.83881526994826, cut short from 9.838815269948262260..., the root near it of the degree-41 polynomial it prints; it leaves the degree-672 polynomial to the picture's source, whose side a third party's parse reads as 9.634757648631082029.... None of those is certified here.
In the catalogue's words, was "Improved by Allen Chang in September 2026, with GPT-5.6 Sol and GPT-6 Astra", "Optimized by David Ellsworth in September 2026", and its "Polynomial root solution found by Allen Chang in September 2026", improving the Hajba and Cantrell packing by about 6.8e-5; was "Improved and optimized by Allen Chang in September 2026, working with GPT-6 Astra, with help from 'TheMagicAnimals'", improving Ellsworth's packing of February 2026 by about 2.2e-6.
The catalogue states no checker, and its pictures, which hold the poses, could not be fetched. Each certificate is a third party's binary64 parse of the picture, rounded to rationals and dilated about its centre by 1 + 1e-13: exact rational packings of sides 9.6347576486319454... and 9.8388152699491448..., 8.65e-13 and 8.85e-13 above the printed sides, each decided pair by pair and wall by wall over Q by two checkers of this repository that share no geometry or verification code. Each bound above is that side rounded up at the printed precision.
Allen Chang and David Ellsworth, September 2026, in the Squares in Squares catalogue. - Next rung
- V4 and C4 need two adversarial AI reviews by distinct reviewers of the claim and a human oversight record; the review of 2026-10-05 is one. The verified bounds sat 8.7e-13 and 8.9e-13 above the printed sides because the certificates are binary64 parses dilated by 1 + 1e-13; the poses refined on their active contacts, Evan Daniel's exact certificates (T-101), have since brought both cases' verified upper bounds within one unit of the printed sides' last place. A method-distinct second route is what C4 needs.
- Significance
- Lowers the best known side at two counts, by about 6.8e-5 and 2.2e-6. S2 by the anchor "a citable detail that changes no theorem".
- Novelty
- previously-published Present in an identified source
- Records
n = 83n = 87registerevidence 1evidence 2evidence 3evidence 4
T-091 V3 C3 wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · 2026-10-05 · 17 cases
Mixed rectangle-measure lower bounds verified at 17 counts in
T-101 V3 C3 Daniel after Couzo, de Winter, Ellsworth, Levy · 2026-10-06 · 77 cases
Exact certificates of 77 catalogue packings:
s(n) ≤ S',1.2e-16to9.8e-15above each side
upper: replayed here; lower: replayed here
—
not rigid, numerically checked, numerical multiprecision
Evidence: E-translation-escape-not-rigid
Scope
Square 12 of the retained witness (witness id 13) translates 0.087183 along (0.707107, -0.707107) with the packing still valid, so the configuration admits a non-trivial feasible motion; 17 of its 87 squares do. Every constraint is exactly affine in the slide parameter, so the arithmetic carries no linearization error, but the coordinates are the witness's own finite-precision transcription: this settles the retained configuration, not the true optimum. Rigidity and optimality are independent, and this bears only on the former.
17 evidence entries
E-evand-exact-ceilings-2026-10-05-report, E-evand-exact-ceilings-2026-10-05-exact-replay, E-evand-exact-ceilings-2026-10-05-source-replay, E-n087-wand125-mixed-958-sqverify-fast-replay, E-n087-wand125-mixed-955-sqverify-fast-replay, E-n087-chang-2026-09-exact-replay, E-n087-wand125-mixed-948-source-replay, E-n087-wand125-mixed-948-sqverify-fast-replay, E-n087-wand125-mixed-948-report, E-n085-wand125-mixed-942-source-replay, E-n087-wand125-rect-941-sqverify-fast-replay, E-wand125-rectangle-2026-10-01-report, E-kingbird-upper-register, E-nagamochi-lower, E-basic-grid-upper, E-karakus-strip-lower, E-nagamochi-lemma1-counterexample
- [evand exact optima 2026-10-05] formal certificate
- [wand125 mixed bounds evening 2026-10-04] lower bound proof
- [wand125 mixed bounds 2026-10-03] lower bound proof
- [wand125 mixed bounds afternoon 2026-10-02] lower bound proof
- [wand125 mixed bounds 2026-10-02] lower bound proof
- [wand125 rectangle bounds 2026-10-01] lower bound proof
- [Kingbird] record catalogue
- [Nagamochi 2005] lower bound proof
- [Friedman DS7] survey
- [Karakuş 2026] lower bound proof
— open
Exact certificate, 2026-10-06. Evan Daniel’s
square-packing published
on 5 October 2026 an exact rational certificate of this packing, decided here over
by two exact checkers that share no code with each other or with the
source, and by the source’s own two run here: it proves ,
the verified upper bound (T-101). Until then the verified upper bound was
, the rounded-up side of an exact certificate of a binary64 parse of
the catalogue’s picture (T-089).
Exact certificate, 2026-10-05. Allen Chang’s packing was certified here the same day, from a third party’s binary64 parse of the catalogue’s picture: an exact rational packing decided over by two checkers that share no geometry or verification code proves , the verified upper bound until 6 October 2026, above the printed side (T-089). Until then the verified upper bound was the grid.
Catalogue intake, 2026-10-05. The Kingbird catalogue’s capture of 30 September 2026 prints the side at for Allen Chang’s improvement and optimization of Ellsworth’s packing of February 2026, below the side this case reported by about (T-089). It is the reported upper bound here from this date.
External intake, 2026-10-05. wand125’s
mixed-certificate source
reports (T-091), from a density of 594 rectangles of total
mass , accepted there at every net angle by its research copy of
Tokoharu’s checker at threshold one.
It is above the this case reported, by . It supersedes the source’s
mixed_n87_L955. sqverify-fast, this repository’s clean-room verifier, decided it here
on 5 October 2026 at all 201 net directions, so it is also the verified lower bound:
confirmed, independently re-implemented.
wand125’s README says parts of the work were produced with AI assistance under human
direction.
External intake, 2026-10-03. wand125’s
mixed-certificate source
reports the mixed certificate mixed_n87_L955 at side (T-082), since
superseded (T-091), from a density of 509 rectangles of total mass
, accepted there at every net angle by its research copy of
Tokoharu’s checker at threshold one.
It is above the this case reported, by , and supersedes the source’s
mixed_n87_L948. sqverify-fast, this repository’s clean-room verifier, decided it here
on 6 October 2026 at all 201 net directions: confirmed, independently re-implemented.
The verified lower bound is unchanged, the certificate above being higher.
wand125’s README says parts of the work were produced with AI assistance under human
direction.
External intake, 2026-10-02 (afternoon). wand125’s mixed-certificate source reports (T-075), since superseded (T-091), from a density of 299 rectangles of total mass , accepted there at every net angle by its research copy of Tokoharu’s checker at threshold one. It is above this count’s own rectangle certificate of the 2026-10-01 intake below and above the carried from , and its mass, below 88, carries it to as well. Its complete replay here on 3 October 2026 returned the certificate’s own record at all 201 directions, so it was also the verified lower bound until 5 October. wand125’s README says parts of the work were produced with AI assistance under human direction.
Verified from , 2026-10-02. wand125’s (T-071) is above this count’s own certificate, and a packing of 87 squares contains one of 85, so it bounds this case as well. Its complete replay passed here on 2 October, so it carried here as the verified lower bound until the afternoon intake above. Until the afternoon intake above, the reported field kept this count’s own certificate, which is lower.
External intake, 2026-10-01. wand125’s rectangle-density source reports a direct certificate for this case, whose reported bound the 2026-10-02 afternoon intake above raises, with total mass , accepted by Tokoharu’s unchanged interval checker. This repository’s exact audit checks that the regenerated checker input is the published one, and checks the mass and net premises; the complete coverage replay has not yet run here, so the verified lower bound is unchanged. wand125’s README says parts of the work were produced with AI assistance under human direction.
Open. The best known packing gives , and the verified lower bound is , from wand125’s mixed rectangle-density certificate of 4 October, leaving a gap of .
The exact certificate
Evan Daniel’s
square-packing published
on 5 October 2026 exact rational certificates of the packings this register lists as
best known, solved from its own witnesses, and offered those that do not lower a printed
side as a replay of the existing bounds, asking for nothing to be registered from them.
The certificate for this count holds the same 87 squares, each a rational centre and a
rational , in a square of side ,
above the side the Kingbird catalogue prints, . Square for
square, its pose lies within of the binary64 pose the atlas pictures for this
count. 15 squares move by more than , all of them squares the source lists as
carrying no force; every other square moves by at most . Evan Daniel’s solver
moves the binary64 pose to a nearby exact KKT point of the problem of minimizing the
side under non-overlap, computed at 80 digits, and rounds it outward to rationals.
This repository decides the certificate exactly.
Converted without rounding, every pair and every wall is decided over
twice, by sqpack’s exact separating-axis test and by an independent checker that
shares no code with it, and the source’s own two checkers, run here as retained, accept
it as well
(receipts).
That proves , the verified upper bound: the certificate’s
side rounded up at the fourteen decimals the catalogue prints, as the record writes any
certificate of a printed side.
It says nothing about optimality.
On jlevy/squares#375 its author wrote that the solver, its checkers and the batch “were
written with Claude (Anthropic) as a coding and research agent, directed and reviewed by
me.”
The verified upper bound and the printed side now agree to one unit of the printed side’s last place, the precision at which the record compares them. The printed side itself is not certified here: the certificate’s side lies above it.
The packing
Allen Chang’s packing, as the Kingbird catalogue’s capture of 30 September 2026 prints it (T-089). In the catalogue’s words: “Improved and optimized by Allen Chang in September 2026, working with GPT-6 Astra, with help from “TheMagicAnimals”.” It names no method for that step. Its side is the root near of the degree-41 polynomial the catalogue prints, , which the catalogue prints cut short.
The catalogue names no checker, and its SVG, which holds the pose, could not be fetched when this was recorded. The retained witness is therefore Evan Daniel’s binary64 parse of that SVG, whose side is the polynomial’s root to 30 digits. The SVG was fetched later on 5 October and read again by this repository’s own adapter: every coordinate of the parse is the picture’s rounded to binary64, so the certificate below is of the pictured packing.
This repository certifies it exactly from that parse. The retained pose rounds to an exact rational packing of side , above the printed side, once dilated about its centre by (the promotion’s step before it, , left thirteen pairs overlapping), and every pair and every wall is decided over twice, by the promotion’s exact separating-axis test and by an independent checker that shares no geometry or verification code with it (receipt). That proves , which was the verified upper bound until Evan Daniel’s exact certificate replaced it; it says nothing about optimality. The printed side is not certified: Evan Daniel’s exact certificate of the same packing (T-101) lies above it as well.
Found by David Ellsworth in 2024. Improved by David W. Cantrell in January 2025. Improved by David Ellsworth in February 2026, via simulated annealing, and optimized by him the same month. Its side length is algebraic of degree 41 over .
The previous best known packing
Before this intake the best known packing was Ellsworth’s of February 2026, of side , algebraic of degree 44, as the catalogue’s capture of 22 August 2026 printed it.
The lower bound
The verified field rests on a complete decision here
(E-n087-wand125-mixed-958-sqverify-fast-replay, V3/C3) of wand125’s
mixed certificate of 4 October by sqverify-fast, this repository’s clean-room measure
verifier: all 201 net directions of the retained candidate on 5 October 2026, with two
mutants scaled below coverage one refused.
It shares no code with the source’s checker, so it decides coverage a second way with
the same method; the source’s own checker was not run here.
Until 5 October 2026 the verified field rested on a complete replay here
(E-n087-wand125-mixed-948-source-replay, V3/C3) of wand125’s mixed
certificate: the source’s unchanged checker and per-angle functions on the pinned
bundle, all 201 directions on 3 October 2026, each returning the certificate’s own
record. It runs the source’s own algorithm, so it confirms the source’s run rather than
deciding coverage a second way.
From the morning of 2 October 2026 until this replay the verified lower bound was
, carried from the replayed certificate
(E-n085-wand125-mixed-942-source-replay).
Until 2 October 2026 the verified lower bound was Nagamochi’s general closed form, now a reported bound (see the correction below). Karakuş’s general bound, independently verified here and below this certificate at this , applies to every nonsquare :
Correction, 2 October 2026. Until that date the verified lower bound here was Nagamochi’s general closed form, , which is stronger at this and is now recorded as a reported bound. Its published proof rests on Nagamochi’s Lemma 1, which Karakuş showed false; nothing is disproved, and no packing beating it is known (review of 2 October 2026). This register had recorded that proof as verified, its own error, logged as defect D-516.
See the Frontier corpus summary for the current aggregate count; source-reported bounds are recorded separately.
Verification Code
The programs behind this case’s verified bounds, by their evidence.
The code column says how the code that ran stands to the code its producer used.
VERIFIERS.md says what each program is and whose it is.
| bound | evidence | run | code | programs |
|---|---|---|---|---|
| verified lower | E-n087-wand125-mixed-958-sqverify-fast-replay |
replayed here | independent | V-sqverify-fast (first-party) |
| verified upper | E-evand-exact-ceilings-2026-10-05-exact-replay |
replayed here | independent | V-sqpack-verify, V-check-rational-witness-independent (first-party); V-evand-exact-certificates (first-party, premises) |
| verified upper | E-evand-exact-ceilings-2026-10-05-source-replay |
replayed here | producer’s code | V-evand-verify-cert-py, V-evand-verify-cert2-py (external); V-evand-exact-certificates (first-party, premises) |