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Kissing number in dimension 19

12,276≤ value ≤24,417lower boundupper bound
10,00020,000198020002020updated on Oct 12, 2026Lower bound 10,668, 1967, John Leech, publishedLower bound 11,692, Nov 7, 2024, Henry Cohn and Anqi Li, publishedLower bound 11,948, Mar 11, 2026, Boon Suan Ho, publishedLower bound 12,276, Oct 10, 2026, Kevin Li, published12,276Upper bound 24,417, Feb 24, 2022, David de Laat and Nando Leijenhorst, published24,417lowerupper10,00015,00020,00025,000198020002020updated on Oct 12, 2026Lower bound 10,668, 1967, John Leech, publishedLower bound 11,692, Nov 7, 2024, Henry Cohn and Anqi Li, publishedLower bound 11,948, Mar 11, 2026, Boon Suan Ho, publishedLower bound 12,276, Oct 10, 2026, Kevin Li, published12,276Upper bound 24,417, Feb 24, 2022, David de Laat and Nando Leijenhorst, published24,417lower boundupper bound
Hover over the points or move through them with the keyboard; a click opens the PR, the commit or the source page.Tap a point to read its source; tap it again to open the PR or the page.What is a bound?
  1. lower bound 11,692by Henry Cohn and Anqi Liarxiv.org
  2. lower bound 11,948by Boon Suan Hoarxiv.org
  3. lower bound 12,276by Kevin Ligithub.com
  4. Last checked
Lower bound · published · Oct 10, 2026
Exact value : 12276
Li : 12276 en dimension 19 (délétion et ajout de points signés pondérés) · github.com
by Kevin Li
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Cite this frontier

DiscoverIA. Kissing number in dimension 19 [Frontier, checked on Oct 12, 2026]. DiscoverIA registry. https://discoveria.ai/frontiers/kissing-d19

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The exact value lies somewhere in between, within a factor of ×1.99. The lower bound has moved 3 times since 1967, most recently on Oct 10, 2026. The upper bound has not moved since 2022.

The maximum number of unit spheres with disjoint interiors that can touch a central unit sphere in R^19. A valid configuration of N spheres gives the lower bound N; a linear or semidefinite programming bound gives an upper bound.

Exact value unknown: gap 12276 versus 24417 (ratio 1.990 on Cohn's table consulted 2026-10-13). Lower bounds are explicit constructions (the recent ones announce an exact-arithmetic program check); no named third-party review appears in the sources read. The sources read declare AI use for these lower bounds: GPT-6-Astra Pro, Claude Opus 5.5 (12276, 2026-10-10). The latest (12276, Kevin Li, 2026-10-10) has AI use declared by its source. The upper bound (24417) is a semidefinite programming bound (Cohn's table, credited to Leijenhorst-de Laat); no source read attributes it to an AI.

Analogy

Take a marble and surround it with identical marbles that all touch it without overlapping: how many can you fit? Flat on a table, with coins around a coin, a few tries give the answer. In space, with marbles, there is room for them to shift, and it took centuries to prove that no extra one can be squeezed in. The kissing number asks the same question in spaces with more than three dimensions.

Where the picture stops

Beyond three dimensions there are no marbles to move around: a marble becomes a list of numbers, "touching" becomes a distance to compute, and the exact answer is known in only a handful of dimensions.

In the glossary : Kissing number

Every step, as a table : Lower bound (4 points)

Best known configuration (constructions), from the Leech, Kallal-Kan-Wang or Cohn-Li records to the AI-assisted constructions of 2025-2026.

Points : Lower bound
DateExact valueNatureAuthorsSource
Oct 10, 202612276 Current recordpublishedKevin Ligithub.com
Mar 11, 202611948 Current recordpublishedBoon Suan Hoarxiv.org
Nov 7, 202411692 Current recordpublishedHenry Cohn, Anqi Liarxiv.org
196710668 Current recordpublishedJohn Leechdoi.org
Every step, as a table : Upper bound (1 points)

Best known upper bound (three-point semidefinite programming).

Points : Upper bound
DateExact valueNatureAuthorsSource
Feb 24, 202224417 Current recordpublishedDavid de Laat, Nando Leijenhorstarxiv.org
Kissing number (21)

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