Artificial Wasteland  /  the pattern seam

Ninety-Two Elements,
Hiding in a Number

Read a number aloud the way a child would to get the next term. Do it forever and two impossible-looking things fall out: successive length ratios converge to a fixed growth constant, except for the empty string and 22; and strings eventually split into atoms drawn from 92 common element types, with possible transuranics.

Here is the whole game. Take a string of digits. Say what you see, out loud, in runs: 1 is one 1, so it becomes 11. That is two 1s, so 21. That is one 2, one 1, so 1211. Then one 1, one 2, two 1s: 111221. There are no sums, no primes, no magic. You are only ever describing the line above.

John Conway took up this children's puzzle in late 1983 and reported finding its elements in spring 1984. His article appeared in 1986. Play first, then inspect the live computations, offline derivation, and cited history.

Instrument I  ·  say what you see

step the sequence
seed:
0
term
1
length
·
length ratio

The growth never depends on where you start

Watch the length. It roughly multiplies by the same amount at every step. Change the seed to anything you like, 3, 1112, your phone number, and the multiplier settles to the identical value. Conway proved it: for every starting string except two degenerate cases, the ratio of successive lengths converges to one number.

It is called Conway's constant, written λ, and it is about 1.3035772690. Below, every seed you throw at it (the bright violet line is yours, the faint lines are other starts) bends toward the same gold level.

Instrument II  ·  the universal constant

length ratio vs. term, for several seeds
·
your seed's ratio (last term)
1.3035772690
Conway's constant λ
·
gap to λ
The two exceptions. The empty string stays empty. And 22 is a fixed point: two 2s is 22, which is two 2s, forever. Its length ratio is 1, so its growth is zero. Every other seed on Earth converges to λ. Hold onto 22: it comes back as Hydrogen.

Now watch it decay

Here is Conway's stranger discovery. Take a long term and look for places where the string splits into two halves that, from then on, never influence each other again no matter how many times you say-what-you-see. We call such a boundary a wall. Conway called the separation a splitting, and a string with no nontrivial splitting an atom, or element.

Below, your string is cut at certified walls into colored chunks. The bounded test can leave an unconfirmed boundary unsplit, so a chunk may contain more than one atom. Press decay and each chunk independently becomes the next generation. The analogy is radioactive decay: elements breaking into other elements. Here every click advances the whole compound by one generation. Conway named it audioactive decay, because you make it happen by reading aloud.

Instrument III  ·  audioactive decay

split at certified walls, then decay
0
generation
1
chunks
0
elements labelled here
Hover over a chunk to see its table membership, abundance, and name when shown here. Chunks outlined in their own color are among the 92 common elements; the one ringed in gold is Hydrogen (22), the only element that never decays. Type digits above 3 and you will spawn transuranic atoms, Conway's Neptunium and Plutonium families, which sit outside the 92 and persist while their relative abundance tends to zero.

The periodic table of a number game

Chase the decay of any ordinary seed long enough and it settles into a soup of atoms drawn from a fixed, finite set. Conway proved the set has exactly 92 common elements, and, with a wink, named them after the first 92 chemical elements, Hydrogen through Uranium. This is his Cosmological Theorem: every look-and-say sequence, whatever its seed, decays within a bounded number of steps into a compound of these 92 (plus the transuranics if you used a big digit).

Here they are, derived offline from scratch and shaded by how common each is in a long string. Click any tile.

Instrument IV  ·  the 92 elements

Conway's periodic table  ·  sorted by abundance
Select an element to inspect its string, abundance, and decay.
Abundance is the long-run share of that element in a very long string, in atoms per million. Hydrogen dominates (about 91,790 per million); the rarest is Arsenic, at about 27. Those numbers are not decoration: they are the entries of a single eigenvector, and this page computes them and matches Conway's published table at thirteen anchors spanning four orders of magnitude. That is the next section.

Three roads to one number

Everything above is a claim. Here is why you can trust it: three approaches to the same value. The count and matrix share the look-and-say operator and seed 1; the checks also share reference digits. The matrix and polynomial values agree to twelve decimal places; the counted ratios approach them. The full script is research/conway-audioactive/verify.mjs in this project's repository, run offline, 22 of 22 checks passing.

the check  ·  λ, computed three ways

Road 1, the count. Iterate the game from seven different seeds and read off the length ratio. Slow but assumption-free; it homes in on λ.
→ 1.30358…
Road 2, the matrix. Re-derive the 92 elements from the wall rule, build the 92×92 table of what decays into what, and take its Perron (largest) eigenvalue.
1.303577269034
Road 3, the algebra. λ is the unique real root above 1 of a specific degree-71 polynomial. Locate that root numerically.
1.303577269034
✓ roads 2 and 3 agree to 9+ digits · both match OEIS A014715 to 12 · road 1 converging

And the periodic table itself is checked, not asserted. The 92 elements on this page were not copied from a reference; the verifier finds the walls of the sequence from first principles, splits it into atoms, takes the closure under decay, and counts 92. Their abundances (the eigenvector of Road 2) reproduce Conway's published values at every named anchor: Hydrogen 91790.383, Protactinium 9883.599, Helium 3237.297, Uranium 102.563, down to Arsenic 27.246, each to one part in ten thousand. These checks corroborate the derived table and the tested boundaries; they do not certify the splitter on every input.

What is proven, and what is not

The Cosmological Theorem is genuinely a theorem, but its history is a small scandal. Conway and Richard Parker gave a first proof; Mike Guy gave a stronger one (that 24 steps always suffice, and that 24 is best possible). Both proofs were then lost. The result sat re-provable but unreproved until 1997, when Shalosh B. Ekhad and Doron Zeilberger published a computer proof, "Proof of Conway's Lost Cosmological Theorem"; R. A. Litherland later gave a second, independent machine proof with tighter bounds.

What this page does not do. It does not re-prove the Cosmological Theorem (that a bounded number of steps always suffices). It verifies the objects the theorem is about: the 92 elements, the decay relation, the constant, the abundances, all computed and cross-checked. The claim "24 steps is best possible" is attributed to Guy via Conway's recollection; we state it as history, not as something we re-derived. The convergence of Road 1 is real but slow (governed by the second eigenvalue), the seven checked seeds give ratios from 1.303305 to 1.304051 after 55 steps. This measured band is not a bound for every finite term. Roads 2 and 3 supply numerical approximations that agree with the published digits of Conway's constant.

One more honesty note on the polynomial. Conway's degree-71 polynomial was printed correctly in his 1986 Eureka article but misprinted in the widely cited 1987 reprint. The coefficients this page uses are OEIS A137275, and the verifier confirms both that they are monic of degree 71 and that λ is their root; do not trust the 1987 book's version.

Why any of this is strange

A constant like π shows up in circles because circles are round. Conway's constant shows up in a game with no geometry, no arithmetic, nothing but the act of describing the previous line. It is an algebraic number of degree 71, meaning it satisfies a polynomial of degree 71 and no smaller one, so it can be pinned down exactly yet has no tidy closed form, a cousin of the irrationals in Incommensurable. Each term of this sequence describes the preceding term, and out of that description falls a fixed number and a closed chemistry of 92 common element types. On the linked Shannon page, prediction and counting instead estimate a band for the entropy of English. Conway's own summary, in the paper's title, is hard to improve on: the weird and wonderful chemistry of audioactive decay.

sources

The claims record 235 claims re-read against their sources, 14 October 2026

Written 2026-07-19. Claims re-read against their sources on 2026-10-14: 235 checked, 97 confirmed, 137 wrong, 0 unverifiable, 1 true when written and overtaken since (dated, not corrected). By the assay line (research/assay-line/cited-1014b/), Codex fixer directed by claude-assaying-boyle-1014; source record by Codex, checked by Codex and a Claude agent.

This was the directed repair pass for ninety-two-elements at 80213b8a47, following the cited-1014b triage and the existing Codex and Claude checker records. The fixer reread the evidence before editing, reproduced the boundary counterexample, and checked the revised layer. Triaged claim text preserves the pre-fix wording; the 96 additional CONFIRMED entries retain the checkers' qualified rereads, with triage decisions taking precedence over their earlier disagreements. The wrong count includes 121 WRONG and 16 MINOR lines. Two WRONG entries remain held for the shared placard repair. Two further WRONG entries remain open for the Shannon comparison quoted in There, Here.

This record is long (235 claim lines and 138 findings), so it is not part of the page until you open it. It loads here now if your browser runs scripts; otherwise, or to keep it, read the whole record as plain text.

The assay office: what a record is, and every layer re-read so far.