T-098: Exact optima of 48 known-best packings: s(n) ≤ S', 3.5e-13 to 5.0e-11 below each printed side
V3 C3 upper bound confirmed
For each of 48 counts n from 68 to 307, <= S', where S' is the side of an exact rational packing Evan Daniel published on 5 October 2026: this register's own known-best packing at that count, solved to its exact optimum. The counts are 68, 102, 103, 106, 110, 123, 126, 131, 132, 152, 154, 155, 156, 172, 177, 180, 181, 182, 199, 206 to 211, 228, 236 to 241, 259, 263, 268 to 273, 297 and 301 to 307, and each S' is the verified upper bound its case record carries, written out in full, from 8.798795237218283902664668919394 at to 17.981030548633310696277454165157 at .
The packings are their finders': Francisco Couzo's at 46 counts (T-056, and at seven of them his revision of T-092) and Joost de Winter's at , from the Kingbird catalogue, and (T-057). Each S' lies below the side its finder prints, by 3.5e-13 at to 5.0e-11 at . The source's solver moves the binary64 pose to a nearby exact KKT point of minimizing the side, computed at 80 digits, and rounds it outward to rationals, each square a rational centre and a rational tan(theta/2).
Matched square for square with the known-best witness, every pose lies within 1.5e-3 of it, and every square the source does not list as free within 4.2e-5. At the verified ceiling had been the grid, and at , 259, 305 and 306 a rounding above a printed side the printed pose did not certify.
Every certificate is decided here exactly: converted without rounding, by sqpack's exact separating-axis test and by devtools.check_rational_witness_independent, which share no code with each other or with the source, so independently re-implemented. The source's own checkers, verify_cert.py and verify_cert2.py, run here as retained, accept every one as well, reproduced with the producer's code. All four refuse each certificate with its tightest pair moved one unit of the side's denominator past touching, and each with its box shrunk that unit past its least clearance. The source's report that 44 of the 48 exact points are KKT local minima rests on numerical checks at those points and is not verified here; it bears on the packings, not on .
Evan Daniel after Francisco Couzo, Joost de Winter and David Ellsworth's analytic minimisation, evand/square-packing, from this register's witnesses. Registration was requested on jlevy/squares#375. Its author says the solver, its checkers and the batch were written with Claude (Anthropic) as a coding and research agent, directed and reviewed by him.
Significance, composition and next rung
- Significance
- Forty-eight best known sides lowered by 3.5e-13 to 5.0e-11 by solving the same packings exactly, and the verified ceiling with them: a citable detail of each case that moves no theorem, S2 as T-088's optimization of a packing already reported is. At it moves the verified ceiling off the grid by 0.225, as T-056 did at 49 counts (S3), but there by certifying a packing this record already reported rather than by a new one; at four counts it removes a ceiling that trailed its report. The reusable part, an exact solver with certificates, is the source's method and not a result here.
- Composition
- Two machine entries decide all 48 bounds, each at its case's verified value: the exact decision here by two checkers of this repository that share no code with each other or the source (exact-algebraic, independently re-implemented), and the source's own two checkers run here (exact-algebraic, reproduced with the producer's code). Both are exact rational decisions of the same certificates, one method, so C3 with one machine method beside it. The comparisons with the earlier sides and poses are recorded values and set no rung, and the source's numerical KKT claims are outside the claim.
- Next rung
- V4 and C4 need a second adversarial AI review of the complete claim by a reviewer distinct from the one of 2026-10-06, and a human oversight record. That review could run no code and decided no certificate itself; the second should, with a decider of its own. A method-distinct second route, such as an interval decision of each certificate's pose, would be shown beside the rung. Verifying that each exact point is a local minimum needs an interval enclosure of the KKT root, which the source names as its next step; it bears on the packings, not on .
- Novelty
- previously-published Present in an identified source
The cases
This result concerns 48 cases, too many to draw one by one. Each is listed with the film’s bounds, the proved lower bound and the best known side, and links to its case record, where its packing and number line are drawn.
| n | Proved lower | Best known | Gap | Status | Records |
|---|---|---|---|---|---|
| 68 | 8.510000 | 8.798796 | 0.28879523… | open= | frontier n-068.md |
| 102 | 10.280000 | 10.605829 | 0.32582869… | frontier n-102.md | |
| 103 | 10.679233 | 0.39923204… | frontier n-103.md | ||
| 106 | 10.310708 | 10.822909 | 0.51219960… | open≈ | frontier n-106.md |
| 110 | 10.512492 | 10.996784 | 0.48429119… | frontier n-110.md | |
| 123 | 11.094810 | 11.591379 | 0.49656809… | open= | frontier n-123.md |
| 126 | 11.235455 | 11.742641 | 0.50718541… | frontier n-126.md | |
| 131 | 11.465856 | 11.951151 | 0.48529394… | frontier n-131.md | |
| 132 | 11.511357 | 11.991328 | 0.47997011… | open≈ | frontier n-132.md |
| 152 | 12.342719 | 12.830719 | 0.48799951… | frontier n-152.md | |
| 154 | 12.426860 | 12.926563 | 0.49970180… | open= | frontier n-154.md |
| 155 | 12.468709 | 12.952504 | 0.48379399… | frontier n-155.md | |
| 156 | 12.510412 | 12.982083 | 0.47167054… | open≈ | frontier n-156.md |
| 172 | 13.119429 | 13.618989 | 0.49955949… | frontier n-172.md | |
| 177 | 13.316005 | 13.822980 | 0.50697411… | frontier n-177.md | |
| 180 | 13.432517 | 13.917654 | 0.48513626… | open= | frontier n-180.md |
| 181 | 13.471121 | 13.953749 | 0.48262705… | open≈ | frontier n-181.md |
| 182 | 13.509611 | 13.974091 | 0.46447888… | frontier n-182.md | |
| 199 | 14.110657 | 14.617573 | 0.50691458… | open= | frontier n-199.md |
| 206 | 14.365424 | 14.860159 | 0.49473403… | open≈ | frontier n-206.md |
| 207 | 14.401438 | 14.887993 | 0.48655348… | open= | frontier n-207.md |
| 208 | 14.437359 | 14.924519 | 0.48715890… | frontier n-208.md | |
| 209 | 14.473188 | 14.949618 | 0.47642933… | frontier n-209.md | |
| 210 | 14.508925 | 14.973002 | 0.46407539… | open≈ | frontier n-210.md |
| 211 | 14.544571 | 14.997961 | 0.45338879… | frontier n-211.md | |
| 228 | 15.103081 | 15.604603 | 0.50152058… | frontier n-228.md | |
| 236 | 15.374474 | 15.867801 | 0.49332605… | open= | frontier n-236.md |
| 237 | 15.408051 | 15.903677 | 0.49562471… | frontier n-237.md | |
| 238 | 15.441552 | 15.926147 | 0.48459405… | frontier n-238.md | |
| 239 | 15.474979 | 15.949314 | 0.47433403… | frontier n-239.md | |
| 240 | 15.508331 | 15.969686 | 0.46135431… | open≈ | frontier n-240.md |
| 241 | 15.541608 | 15.988133 | 0.44652348… | frontier n-241.md | |
| 259 | 16.096473 | 16.602569 | 0.50609453… | frontier n-259.md | |
| 263 | 16.224185 | 16.740420 | 0.51623448… | open= | frontier n-263.md |
| 268 | 16.382380 | 16.878815 | 0.49643464… | open≈ | frontier n-268.md |
| 269 | 16.413830 | 16.905968 | 0.49213659… | frontier n-269.md | |
| 270 | 16.445218 | 16.937808 | 0.49258850… | open= | frontier n-270.md |
| 271 | 16.476545 | 16.950821 | 0.47427548… | open≈ | frontier n-271.md |
| 272 | 16.507810 | 16.968111 | 0.46029955… | open= | frontier n-272.md |
| 273 | 16.539014 | 16.983926 | 0.44491103… | open≈ | frontier n-273.md |
| 297 | 17.240669 | 17.740418 | 0.49974824… | frontier n-297.md | |
| 301 | 17.359715 | 17.846668 | 0.48695189… | frontier n-301.md | |
| 302 | 17.389345 | 17.881307 | 0.49196046… | open= | frontier n-302.md |
| 303 | 17.418924 | 17.920313 | 0.50138805… | frontier n-303.md | |
| 304 | 17.448451 | 17.934651 | 0.48619876… | open≈ | frontier n-304.md |
| 305 | 17.477926 | 17.952960 | 0.47503261… | frontier n-305.md | |
| 306 | 17.507351 | 17.963439 | 0.45608678… | frontier n-306.md | |
| 307 | 17.536725 | 17.981031 | 0.44430551… | frontier n-307.md |
Results on these cases
37 results in the register on these cases, oldest first
2005 published T-007 · 48 of these cases
for
lower bound incomplete
Nagamochi · Nagamochi 2005 · source · register
2026-09-04 published T-085 · 48 of these cases
Nagamochi 2005, Lemma 1 is false for every container with and
correction confirmed
Karakuş; chelokot · Karakuş 2026 · chelokot Nagamochi counterexample 2026 · packet · register
2026-09-16 published T-057 · case 211
, the first packing of 211 squares below the grid on record
upper bound confirmed superseded by T-098
de Winter · de Winter n211 2026-09-16 · packet · register
2026-09-22 published T-044 · case 68
Weighted point lower bounds for ten counts in , plus seven from the same files
lower bound confirmed superseded by T-068 and T-074
wand125 after Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 point bounds 2026 · packet · source · review · register
2026-09-27 published T-046 · case 68
Rectangle-density lower bounds reported for 48 counts in
lower bound recorded superseded by T-068 and T-074
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 rectangle bounds 2026 · wand125 rectangle bounds 2026-09-28 · packet · packet · register
2026-09-27 published T-056 · 46 of these cases
Smaller packings for 49 counts from to , each certified two independent ways
upper bound confirmed superseded by T-098, T-113, T-115, T-116, T-118, T-119, T-125 and T-127
Couzo · franciscouzo square-packing 2026-09-27 · packet · register
2026-09-28 published T-070 · case 68
Rectangle-density lower bounds replayed at 25 counts in
lower bound confirmed superseded by T-068 and T-074
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 rectangle bounds 2026-09-28 · packet · packet · source · review · register
2026-09-29 published T-058 · case 68
Rectangle-certificate ceiling
α·UB(n)proved for ..100;B·UB(n)on 64 grid rowsmethod limit confirmed
wand125 after Tokoharu, Daniel · wand125 tools 2026 · packet · register
2026-09-29 published T-083 · 48 of these cases
for every nonsquare
lower bound confirmed
Karakuş · Karakuş 2026 · source · register
2026-10-01 published T-068 · case 68
Rectangle-density lower bounds verified at 34 counts in
lower bound confirmed
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 rectangle bounds 2026-10-01 · packet · source · review · register
2026-10-01 published T-074 · case 68
Rectangle-density lower bounds replayed at 31 counts in
lower bound confirmed
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 rectangle bounds 2026-10-01 · packet · packet · source · review · register
2026-10-02 published T-073 · cases 102, 103
Linear-measure lower bounds replayed at and
lower bound confirmed
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 linear certificates 2026-10-02 · packet · source · review · register
2026-10-02 published T-080 · cases 102, 103
Linear-measure lower bound replayed at
lower bound confirmed
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 linear certificates 2026-10-02 · packet · source · review · register
2026-10-03 published T-092 · 7 of these cases
Smaller packings again at seven counts from to , each certified two independent ways
upper bound confirmed superseded by T-098, T-113, T-116, T-119 and T-127
Couzo · franciscouzo square-packing 2026-10-03 · packet · register
2026-10-05 published T-098 this result · 48 of these cases
Exact optima of 48 known-best packings:
s(n) ≤ S',3.5e-13to5.0e-11below each printed sideupper bound confirmed
Daniel after Couzo, de Winter, Ellsworth, Levy · evand exact optima 2026-10-05 · packet · register
2026-10-07 published T-113 · 7 of these cases
at ten counts, to 303, from new SQUISH rational packings
upper bound confirmed
Chaoweeraprasit after Ellsworth · SQUISH ten packings 2026-10-07 · packet · register
2026-10-07 published T-115 · 9 of these cases
at twelve counts, from the SQUISH update’s new and smaller rational packings
upper bound confirmed
Chaoweeraprasit after Couzo and Ellsworth · SQUISH update 2026-10-07 · packet · register
2026-10-07 published T-116 · 6 of these cases
at nine counts, from the second SQUISH update’s new rational packings
upper bound confirmed
Chaoweeraprasit after Ellsworth, Couzo and SQUISH · SQUISH second update 2026-10-07 · packet · register
2026-10-07 published T-118 · case 68
Exact rational ceiling refinements at
upper bound confirmed
Rehwaldt after Couzo and earlier contributors · Rehwaldt n68 refinement 2026-10-07 · packet · register
2026-10-07 published T-119 · cases 270, 272
Three exact feasible upper bounds at n=266,270,272 from new source arrangements
upper bound confirmed
Daniel after Levy, Ellsworth, Couzo, Stead · Daniel new arrangements 2026-10-07 · packet · register
2026-10-07 published T-120 · case 102
Reported
s(102) ≤ alpha_102with a degree-8 exact side formupper bound recorded superseded by T-125
Daniel after Couzo · Daniel exact and local reports 2026 · packet · register
2026-10-07 published T-121 · case 106
Reported
s(106) ≤ alpha_106with a degree-32 exact side formupper bound recorded
Daniel after Couzo · Daniel exact and local reports 2026 · packet · register
2026-10-07 published T-122 · case 152
Reported
s(152) ≤ alpha_152with a degree-40 exact side formupper bound recorded
Daniel after Couzo · Daniel exact and local reports 2026 · packet · register
2026-10-07 published T-123 · case 177
Reported
s(177) ≤ alpha_177with a degree-32 exact side formupper bound recorded
Daniel after Couzo · Daniel exact and local reports 2026 · packet · register
2026-10-08 published T-125 · 7 of these cases
Complete rational construction reports at 25 counts
upper bound confirmed
ry-xu · ry-xu square packing 2026 · packet · register
2026-10-08 published T-127 · 11 of these cases
Fourteen rational refinements, seventeen complete source cases
upper bound confirmed
Gupta after Chaoweeraprasit, Daniel · Gupta rational refinements 2026-10-08 · packet · register
2026-10-08 published T-128 · 5 of these cases
Eight complete rational refinements from Francisco Couzo
upper bound confirmed
Couzo after Xu, Chaoweeraprasit, Gupta, Ellsworth, Daniel, Levy · Couzo exact refinements 2026-10-08 · packet · register
2026-10-08 published T-130 · case 270
Five follow-up rational refinements from Francisco Couzo
upper bound confirmed
Couzo after Xu, Daniel, Ellsworth, Levy · Couzo follow-up refinements 2026-10-08 · packet · register
2026-10-09 published T-131 · case 132
from Evan Daniel's record hunt
upper bound confirmed
Daniel after Couzo, Chaoweeraprasit, Levy · Daniel record hunt 2026-10-09 · packet · register
2026-10-09 published T-134 · 5 of these cases
Six exact rational certificates from Francisco Couzo
upper bound confirmed
Couzo after Mishapolk, Chaoweeraprasit, Gupta, Xu, Daniel, Ellsworth, Levy · Couzo exact certificates 2026-10-09 · packet · register
2026-10-09 published T-136 · 14 of these cases
Seventeen exact rational packings from SQUISH's third request
upper bound confirmed
Chaoweeraprasit after Couzo, Xu, Goebel, Schadt, Ellsworth, Hajba, Levy · SQUISH third request 2026-10-09 · packet · register
2026-10-09 published T-138 · 8 of these cases
Exact witnesses at Mishapolk's printed ceilings, the smallest known at 103 and 258 when registered
upper bound confirmed
Mishapolk after Stenlund, Friedman, Ellsworth, Chaoweeraprasit, Couzo, Xu, Levy · Mishapolk decimal poses 2026-10-09 · packet · register
2026-10-09 published T-139 · case 126
A more precise certificate of Ryan Xu's 126-square arrangement, from Evan Daniel
upper bound confirmed
Daniel after Xu, Chaoweeraprasit · Daniel trio126 2026-10-09 · packet · register
2026-10-10 published T-140 · 5 of these cases
Six more exact rational certificates from Francisco Couzo
upper bound confirmed
Couzo after Chaoweeraprasit, Mishapolk, Xu, Daniel, Ellsworth, Levy · Couzo certificates 2026-10-10 · packet · register
2026-10-10 published T-141 · case 132
Exact rational certificates at 132 and 308 from Evan Daniel's third record hunt
upper bound confirmed
Daniel after Fang, Arslanov, Mustafin, Shangitbayev, Couzo, Levy · Daniel record hunt 3 2026-10-10 · packet · register
2026-10-10 published T-144 · cases 123, 126
Linear-measure lower bound for , reported
lower bound recorded
wand125 after Tokoharu, Levy, Stromquist, Nagamochi, Burns, Massaccesi · wand125 linear n122 2026-10-10 · packet · register
2026-10-10 published T-146 · 8 of these cases
Exact rational certificates at fifteen counts from Evan Daniel's regularized record lists
upper bound confirmed
Daniel after Xu, Chaoweeraprasit, Mishapolk, Levy · Daniel regularized lists 2026-10-10 · packet · register
Links
- On this site
- The frontier survey · T-098 in the results table
On GitHub, at main
- Register
- T-098 in
results.yaml, line 9757 - Evidence
E-evand-exact-optima-2026-10-05-report·E-evand-exact-optima-2026-10-05-exact-replay·E-evand-exact-optima-2026-10-05-source-replay- Proofs and certificates
- certificate
certs - Sources
- evand exact optima 2026-10-05 (its own site, retained copy)
- Source packet
resources/web/evand-square-packing-2026-10-05/README.md- Artifacts
13 artifacts and controls
resources/web/evand-square-packing-2026-10-05/README.mdresources/web/evand-square-packing-2026-10-05/acquisition/sources.jsonresources/web/evand-square-packing-2026-10-05/receipts/first-party-check.jsonresources/web/evand-square-packing-2026-10-05/receipts/source-replay.jsonresources/web/evand-square-packing-2026-10-05/receipts/register-comparison.jsonresources/web/evand-square-packing-2026-10-05/receipts/reproduction-sample.jsondevtools/evand_exact_certificates.pydevtools/apply_exact_optima.pydevtools/check_rational_witness_independent.pydocs/project/reviews/review-2026-10-06-evand-exact-optima.mddocs/project/reviews/review-2026-10-06-evand-exact-optima-fix-check.mdresources/web/evand-square-packing-2026-10-05/receipts/negative-controls.jsontests/test_evand_exact_certificates.py- Case file
- each case’s file is linked from its row above