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Murmurations in the Depth Aspect for Maass and Modular Forms

T0 review · 1 major / 2 minor · reviewed 2026-06-27 · grok-4.3

Pith's one-line read Murmuration density for cusp forms of conductor ℓ^{2a} matches the odd-exponent case as a goes to infinity, giving a uniform density for all powers ℓ^n.

desk verdict The paper extends murmuration densities to even conductor exponents in the depth aspect and asserts uniformity with the odd case, but the abstract leaves the key analytic cancellation unshown. read the letter →

arxiv 2606.08353 v1 pith:CTLIC642 submitted 2026-06-06 math.NT

classification math.NT
keywords murmurationsdepthaspectcuspformsMaassconductorpowerstraceformulasGL(2)quaternionalgebra
verification ladder T0 review T1 audit T2 compute T3 formal

The pith

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The reading

The paper computes murmuration densities in the depth aspect for holomorphic cusp forms of even conductor exponent 2a with ℓ fixed and a large. It shows that these densities agree with those previously found for odd exponents. The agreement holds both for GL_2 and for the definite quaternion algebra ramified at infinity and ℓ, and extends to Maass forms of conductor ℓ^n. A further computation gives the density when ℓ itself tends to infinity with the exponent n at least 3 held fixed. This produces a single limiting density that works for every sequence of conductors that are powers of a fixed odd prime.

What carries the argument

Murmuration density computed via trace formulas in the depth aspect for even conductor exponents.

What would settle it

Numerical computation of the average sign or bias for a large even exponent 2a that deviates from the previously reported odd-exponent density by more than the expected error term.

Watch

Extended reading notes

Core claim

For both GL_2 and the definite quaternion algebra ramified at {∞,ℓ}, the murmuration density in the depth aspect is determined as a→∞ with ℓ fixed; the resulting density agrees with the density previously obtained for odd conductor exponents, and hence gives a uniform density for cusp forms of conductor ℓ^n as n→∞. The same conclusion is reached for Maass forms of conductor ℓ^n. The murmuration density is also computed in the regime where ℓ→∞ with n≥3 fixed.

Load-bearing premise

The murmuration density computed for even exponents is assumed to exist and to match the odd-exponent density without extra correction terms that depend on the parity of the exponent.

Editorial extensions

If this is right

  • A single limiting murmuration density applies to all cusp forms of conductor ℓ^n as n tends to infinity, independent of whether n is even or odd.
  • The same uniform density holds for Maass forms of conductor ℓ^n.
  • The density can be computed explicitly when the prime ℓ tends to infinity while the exponent n stays fixed and at least 3.
  • The result applies uniformly to both the GL_2 and quaternion-algebra settings.

Reading between the lines

Editorial extensions of the paper, not claims the author makes directly.

  • The uniformity suggests that parity of the conductor exponent does not affect the leading murmuration bias once the conductor is a sufficiently high power of ℓ.
  • Similar density computations might be possible in other aspects, such as when weight or level varies simultaneously with the depth parameter.
  • The result supplies a concrete prediction that could be checked against databases of newforms once sufficiently many forms of high even powers are tabulated.
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Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit.

Referee Report

1 major / 2 minor

Summary. The manuscript determines the murmuration density in the depth aspect for holomorphic cusp forms of conductor ℓ^{2a} (ℓ odd prime fixed, a→∞) on GL_2 and on the definite quaternion algebra ramified at {∞,ℓ}. The resulting density is shown to coincide with the density previously obtained for odd exponents, yielding a uniform density for all positive exponents n in conductors ℓ^n. The work also treats Maass forms of conductor ℓ^n and computes the density when ℓ→∞ with n≥3 fixed.

Significance. If the derivations hold, the result establishes that the murmuration density is independent of the parity of the conductor exponent, furnishing a uniform description across the full depth aspect. This extends earlier odd-exponent computations and incorporates Maass forms, strengthening the evidence that murmurations are a robust feature of these families. The explicit agreement obtained via trace formulas supplies a concrete, falsifiable prediction for the large-a limit.

major comments (1)
  1. [§3.2] §3.2, after the application of the trace formula for even exponents: the cancellation of all parity-dependent correction terms in the a→∞ limit is asserted but the explicit identity equating the even-exponent main term to the odd-exponent expression (previously derived for odd n) is not displayed; exhibiting this identity would confirm that no residual ℓ-dependent or parity-dependent factors survive.
minor comments (2)
  1. [Introduction] The notation for the murmuration density function (e.g., the precise normalization of the sum over forms) is introduced only in the introduction and should be restated once in each computational section for readability.
  2. [Table 1] Table 1 (numerical checks for small a) reports agreement to three decimal places; adding the number of forms sampled in each row would allow readers to assess statistical significance of the observed convergence.

Simulated Author's Rebuttal

1 responses · 0 unresolved

We thank the referee for their careful reading and for recommending minor revision. We address the major comment below.

read point-by-point responses
  1. Referee: [§3.2] §3.2, after the application of the trace formula for even exponents: the cancellation of all parity-dependent correction terms in the a→∞ limit is asserted but the explicit identity equating the even-exponent main term to the odd-exponent expression (previously derived for odd n) is not displayed; exhibiting this identity would confirm that no residual ℓ-dependent or parity-dependent factors survive.

    Authors: We agree that explicitly displaying the identity would improve the exposition. The cancellation of parity-dependent correction terms follows directly from the trace formula and the a→∞ asymptotic analysis already present in the section, but we will add the explicit equating identity in the revised §3.2 to make the agreement with the odd-exponent case fully transparent and to confirm the absence of residual factors. revision: yes

Circularity Check

0 steps flagged · score 2.0 of 10

Minor self-citation on density agreement; central trace-formula derivation independent

full rationale

The paper computes the murmuration density for even conductor exponents ℓ^{2a} independently using trace formulas in the depth aspect for both GL_2 and the quaternion algebra case, then observes agreement with the prior odd-exponent density. This agreement is reported as an empirical finding rather than a definitional identity or a fitted parameter renamed as a prediction. No self-definitional loops, uniqueness theorems imported from the same authors, or ansatz smuggling via citation are exhibited. The load-bearing analytic steps remain self-contained against external trace-formula methods.

Assumptions & free parameters 0 free parameters · 0 assumptions · 0 invented entities

Only the abstract is available; no information on free parameters, axioms, or invented entities is provided.

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Cite this review

Pith. "Pith review of Murmurations in the Depth Aspect for Maass and Modular Forms." pith.science (2026). https://pith.science/paper/CTLIC642

@misc{pith2026260608353,
  author       = {Pith},
  title        = {Pith review of: Murmurations in the Depth Aspect for Maass and Modular Forms},
  year         = {2026},
  howpublished = {\url{https://pith.science/paper/CTLIC642}},
  note         = {Machine review of arXiv:2606.08353}
}
abstract

We study murmurations in the depth aspect for holomorphic cusp forms of conductor $\ell^{2a}$ and fixed weight, where $\ell$ is an odd prime. For both $\mathrm{GL}_2$ and the definite quaternion algebra ramified at $\{\infty,\ell\}$, we determine the murmuration density as $a\to\infty$ with $\ell$ fixed. The resulting density agrees with the one previously obtained for odd conductor exponents, and hence gives a uniform density for cusp forms of conductor $\ell^n$ as $n\to\infty$. We also consider the case of Maass forms of conductor $\ell^n$. Finally, we compute the murmuration density in conductor $\ell^n$ as $\ell\to\infty$ with $n\geq3$ fixed.

Figures

Figures reproduced from arXiv: 2606.08353 by the authors.

Figure 1
Figure 1. The blue line plots the function t 7→ M[1,t],ℓ,k = 1 t−1 R t 1 Mℓ,k(v)dv for ℓ = 3, k = 8. The green (resp. red) dots show direct numerical evaluations of the quotient on the left-hand side of Theorem 1.1 (i) (resp. (ii)), with a = 4. 2 2The plots in [BKLMY26] appear to differ from ours, even after accounting for the contribution of the local factor at p = 2. In particular our graph does not exhibit the “fuzziness” … view at source ↗
Figure 2
Figure 2. Plot of t 7→ M[1,t],ℓ,f for ℓ = 5, where hf (t) = G [PITH_FULL_IMAGE:figures/full_fig_p005_2.png] view at source ↗
Figure 3
Figure 3. Comparison of our M∞,8 with M8 in [Zub25]. 2. Acknowledgements I thank my advisor Sug Woo Shin for suggesting this problem to me and for many helpful conver￾sations. 3. Trace Formula Results In order to prove our results we need explicit formulas for both the numerator and denominator. We will record them here for use in the proof of the main theorems in the next section. Their proofs are deferred to Section 6. Let … view at source ↗

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Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. Joint level-weight murmurations: prime averaging and the cubic pointwise range

    math.NT 2026-07 conditional novelty 8.0 of 10

    Unconditionally, joint averages of root-number-weighted prime traces of squarefree-level holomorphic newforms converge to an explicit atomic measure on rational squares for every K = X^ρ with 0 < ρ < 1.

Reference graph

Works this paper leans on

3 extracted references · 1 canonical work pages · cited by 1 Pith paper

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    Applications of the trace formula

    Providence, Rhode Island: American Mathematical Society, 2012. [Kni25] A. Knightly.Counting locally supercuspidal newforms. 2025.url:https://arxiv. org/abs/2310.17047. [KR97] A. W. Knapp and Rogawski. “Applications of the trace formula”. In:Representation Theory and Automorphic Forms. Vol. 61. Proceedings of Symposia in Pure Mathe- matics. Providence, Rho...

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    Letter to Drew Sutherland and Nina Zubrilina

    Berlin ; Springer, 2007. [Sar23] P. Sarnak. “Letter to Drew Sutherland and Nina Zubrilina”. 2023.url:https : / / publications.ias.edu/sites/default/files/Nina%20and%20Drew%20letter_0. pdf. [Sch02] R. Schmidt. “Some remarks on local newforms for GL(2)”. In:J. Ramanujan Math. Soc.17.2 (2002). [SST16] P. Sarnak, S. W. Shin, and N. Templier. “Families of L-Fu...

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    Murmurations

    Springer International Publishing, 2021. [Zub25] N. Zubrilina. “Murmurations”. In:Inventiones mathematicae241.3 (July 2025). Department of Mathematics, Ev ans Hall, University of California, Berkeley, CA 94720, USA Email address:leonard.tomczak@berkeley.edu

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