Open computational mathematics. AI-audited, not peer-reviewed. All code and data open for independent verification.

by cahlen Bronze
BRONZE AI Literature Audit · 3 reviews
Consensus ACCEPT_WITH_REVISION
Models Claude + gpt-4.1 + o3-pro
Level BRONZE — Novel observation, limited literature precedent

Review Ledger

2026-04-03 o3-pro (OpenAI) BRONZE ACCEPT_WITH_REVISION
2026-04-02 Claude Opus 4.6 (Anthropic) BRONZE ACCEPT
2026-04-06 gpt-4.1 (OpenAI) SILVER ACCEPT_WITH_REVISION

Issues Identified (23/23 resolved)

minor Publish for each of the 25 exceptions (out of 27) a numerator with a continue... resolved
minor Publish, for each of the 25 denominators, an explicit numerator whose continu... resolved
important Add the complete list of all 27 exceptions with reference to verification code resolved
minor Add code path, SHA-256 checksum of exception list, and reproduction command f... resolved
important Provide full explicit list of the 27 exception denominators and downloadable ... resolved
minor Release the complete list of 27 exceptions together with code and checksum so... resolved
minor Novelty claim needs better contextualization against existing tables (Kontoro... resolved
minor Explicitly include the scan output: for each of the 18 residues mod 54 and 40... resolved
minor Include the exhaustive search output for the 18 and 40 residues, or a short m... resolved
important Add exhaustive search output for d=54 (18 coprime residues) and d=150 (40 cop... resolved
minor Add precise algorithm description with parallelization strategy, runtime, mem... resolved
important Expanded the description with detailed algorithm, parallelization, run-time, ... resolved
minor Provide precise algorithm, parallelisation strategy, run-time, memory usage, ... resolved
important Add computational details section with algorithm, parallelization, runtime, a... resolved
important Quote the relevant result from the search logs for d=54 (18 coprime numerator... resolved
important Add Chuan & Rukavicka (Mathematics of Computation), Hensley (1992/1996), and ... resolved
important Add explicit details matching the experimental description. Include sample ru... resolved
important Append the requested data with explicit representative pairs and computationa... resolved
minor Add references for key exception tables and prior computational work. resolved
minor Missing references to Kontorovich-Shinnyih (2021) computational tables and Hu... resolved
important Insert complete explicit list, code pointer, and result file hash for indepen... resolved
important Add a paragraph on prior partial listings, such as Zaremba's original set and... resolved
minor Contextualize the novelty by citing existing tables and noting explicitly whe... resolved

Page rewritten after audit found a stale/corrupted exception list and obsolete hardware/method claims.

Zaremba Exception Hierarchy: 27 → 2 → 0

The Finding

For the digit set A={1,2,3}A=\{1,2,3\}, the completed CPU/GPU logs in this repository show exactly 27 uncovered denominators through 101010^{10}, all at most 6,2346{,}234:

6,20,28,38,42,54,96,150,156,164,216,228,318,350,384,558,770,876,1014,1155,1170,1410,1870,2052,2370,5052,6234.6, 20, 28, 38, 42, 54, 96, 150, 156, 164, 216, 228, 318, 350, 384, 558, 770, 876, 1014, 1155, 1170, 1410, 1870, 2052, 2370, 5052, 6234.

Adding digit 4 resolves 25 of the 27. The only two remaining uncovered denominators for A={1,2,3,4}A=\{1,2,3,4\} are:

54,150.54,\quad 150.

Adding digit 5 covers both, so the finite-range hierarchy is:

Digit setUncovered among the 27Interpretation
{1,2,3}\{1,2,3\}27Not covered through the completed 101010^{10} run
{1,2,3,4}\{1,2,3,4\}2Only 5454 and 150150 remain
{1,2,3,4,5}\{1,2,3,4,5\}0All 27 are covered

This is a computational decomposition of a finite list. It does not prove that A={1,2,3}A=\{1,2,3\} has no further exceptions beyond the completed search range.

Verification

The local CPU reference implementation reproduces the 27 exceptions at 10610^6:

gcc -O3 -o zaremba_density scripts/experiments/zaremba-density/zaremba_density.c -lm
./zaremba_density 1000000 1,2,3

The committed GPU log scripts/experiments/zaremba-density/results/gpu_A123_1e9.log records the same 27 exceptions at 109,andthedensityphasetransitionfindingrecordsthecompleted10^9`, and the density phase-transition finding records the completed 10^{10}$ run.

Witnesses After Adding Digit 4

One witness numerator for each resolved denominator is listed below. Each row means a/d=[0;a1,,ak]a/d = [0; a_1,\ldots,a_k] with every partial quotient in {1,2,3,4}\{1,2,3,4\}.

ddaaContinued fraction
65[0;1,4,1][0;1,4,1]
2011[0;1,1,4,1,1][0;1,1,4,1,1]
2817[0;1,1,1,1,4,1][0;1,1,1,1,4,1]
3821[0;1,1,4,3,1][0;1,1,4,3,1]
4223[0;1,1,4,1,2,1][0;1,1,4,1,2,1]
9653[0;1,1,4,3,2,1][0;1,1,4,3,2,1]
15697[0;1,1,1,1,1,4,3,1][0;1,1,1,1,1,4,3,1]
164103[0;1,1,1,2,4,1,2,1][0;1,1,1,2,4,1,2,1]
216137[0;1,1,1,2,1,3,4,1][0;1,1,1,2,1,3,4,1]
228139[0;1,1,1,1,3,1,1,4,1][0;1,1,1,1,3,1,1,4,1]
318197[0;1,1,1,1,1,2,4,1,1,1][0;1,1,1,1,1,2,4,1,1,1]
350207[0;1,1,2,4,3,1,2,1][0;1,1,2,4,3,1,2,1]
384235[0;1,1,1,1,2,1,2,1,4,1][0;1,1,1,1,2,1,2,1,4,1]
558347[0;1,1,1,1,1,4,2,1,3,1][0;1,1,1,1,1,4,2,1,3,1]
770479[0;1,1,1,1,1,4,1,2,1,1,1,1][0;1,1,1,1,1,4,1,2,1,1,1,1]
876559[0;1,1,1,3,4,2,2,2,1][0;1,1,1,3,4,2,2,2,1]
1014629[0;1,1,1,1,1,2,1,2,2,4,1][0;1,1,1,1,1,2,1,2,2,4,1]
1155713[0;1,1,1,1,1,1,2,2,4,2,1][0;1,1,1,1,1,1,2,2,4,2,1]
1170751[0;1,1,1,3,1,4,2,3,1,1][0;1,1,1,3,1,4,2,3,1,1]
1410877[0;1,1,1,1,1,4,1,1,3,1,2,1][0;1,1,1,1,1,4,1,1,3,1,2,1]
18701159[0;1,1,1,1,1,2,2,1,2,4,1,1][0;1,1,1,1,1,2,2,1,2,4,1,1]
20521265[0;1,1,1,1,1,1,4,1,4,1,3,1][0;1,1,1,1,1,1,4,1,4,1,3,1]
23701441[0;1,1,1,1,4,2,1,1,3,4,1][0;1,1,1,1,4,2,1,1,3,4,1]
50523115[0;1,1,1,1,1,1,4,3,3,2,2,1][0;1,1,1,1,1,1,4,3,3,2,2,1]
62343845[0;1,1,1,1,1,1,3,1,1,1,2,4,2,1][0;1,1,1,1,1,1,3,1,1,1,2,4,2,1]

The Two Stubborn Exceptions

For d=54d=54 and d=150d=150, exhaustive search over coprime numerators shows no representation with all partial quotients in {1,2,3,4}\{1,2,3,4\}. Allowing digit 5 gives representations, for example:

ddaaContinued fraction
5435[0;1,1,1,5,2,1][0;1,1,1,5,2,1]
15091[0;1,1,1,1,5,2,1,1][0;1,1,1,1,5,2,1,1]

These two denominators are therefore the hardest elements of the observed 27-exception list.

References

  1. Zaremba, S.K. (1972). “La méthode des bons treillis.” Applications of Number Theory to Numerical Analysis, pp. 39–119.
  2. Bourgain, J. and Kontorovich, A. (2014). “On Zaremba’s conjecture.” Annals of Mathematics, 180(1), pp. 137–196.
  3. Hensley, D. (1996). “A polynomial time algorithm for the Hausdorff dimension of continued fraction Cantor sets.” Journal of Number Theory, 58(1), pp. 9–45.

This work was produced through human-AI collaboration. Not independently peer-reviewed. All code and data are open for verification at github.com/cahlen/idontknow.

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