REVIEW 3 major objections 4 minor 1 cited by
On the arithmetic average of the first $n$ primes
T0 review · 3 major / 4 minor · reviewed 2026-08-15 · deepseek-v4-flash
Pith's one-line read The arithmetic average of the first $n$ primes has gaps between $(\ln n)/2$ and $\ln n$, so suitably formulated prime-averaged analogues of nine classic conjectures are provable theorems, not conjectures.
desk verdict True and repairable, but the printed proof of the central lower bound has a real algebra error. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The central object is the averaging map $\bar p_n = \frac{1}{n}\sum_{i=1}^n p_i$, together with the derived gap bound $(\ln n)/2 < \bar g_n < \ln n$. The map turns the $n$th prime into an arithmetic mean, and its key property is smoothing: although $\bar p_n \sim p_n/2$ asymptotically, the averaged gaps shrink like $\ln n$ in absolute terms and like $2/n$ relative to $\bar p_n$, whereas ordinary prime gaps are highly irregular. All the averaged-prime theorems follow from this gap bound combined with explicit inequalities for $p_n$, $\bar p_n$, and $\pi(x)$; the only recurring difficulty is designing convincing analogues of each original conjecture.
What would settle it
Compute $\bar p_n = (\text{sum of first }n\text{ primes})/n$ exactly and compare $\bar g_n = \bar p_{n+1}-\bar p_n$ with $\ln n$. A single verified case with $n\ge 3$ where $\bar g_n\ge\ln n$, or $n\ge 1$ where $\bar g_n\le(\ln n)/2$, would refute the central bound; scanning up to a large computable range, say $n=10^6$, is a direct test, and a violation of the stated ratio window $0.7/n<\bar g_n/\bar p_n<2/n$ for $n\ge 4$ would also falsify the claim.
Extended reading notes
Core claim
The paper's central claim is that the averaged-prime gap $\bar g_n = \bar p_{n+1} - \bar p_n$ satisfies $(\ln n)/2 < \bar g_n < \ln n$ for $n\ge 3$, and consequently $\bar g_n/\bar p_n$ is bounded between roughly $0.7/n$ and $2/n$ for $n\ge 4$. This extremely fast relative decay is the mechanism that lets the author prove averaged-prime analogues of the Cramer, Andrica, Legendre, Oppermann, Brocard, Fourges, Firoozbakht, Nicholson, and Farhadian conjectures. The proof combines standard explicit estimates for primes and prime-counting functions with finite checks below explicit thresholds: upper bounds on $p_n$, lower bounds on $\bar p_n$, the inequality $\bar p_n < p_n/2$, and Dusart-type estimates for $\pi(x)$. The author emphasizes that the result does not transfer back to ordinary primes, since the exact identity relating $g_n$ to $\bar g_n$ yields only $g_n = O(n\ln n)$.
Load-bearing premise
The entire proof depends on published explicit bounds for primes and prime-counting functions being correct in the ranges used, and on the listed finite checks for small $n$ being error-free; if any of those fail, the gap bounds and every averaged analogue could fail.
Editorial extensions
If this is right
- For $n\ge 3$, $\bar g_n < \ln n$ implies the averaged-prime analogue of Cramer's conjecture, $\bar g_n = O((\ln \bar p_n)^2)$, holds trivially.
- The averaged-prime analogue of Andrica's conjecture holds, and in fact $\sqrt{\bar p_{n+1}} - \sqrt{\bar p_n} < \sqrt{\ln n/n}$ for $n\ge 2$.
- The averaged-prime analogue of Legendre's conjecture holds for real $m\ge 1$: there is at least one averaged prime between consecutive squares, and for $m\ge 1$ the count difference is at least $(2m-1)/(2\ln(m+1))$.
- The averaged-prime analogue of Firoozbakht's conjecture holds: $(\bar p_n)^{1/n}$ is decreasing for all $n\ge 1$, and the Fourges, Nicholson, and Farhadian analogues follow on their stated ranges.
- These results apply only to the averaged sequence; the paper's inversion identity is too weak to prove any of the original conjectures for ordinary primes.
Reading between the lines
- This suggests a testable general principle: a monotone sequence whose gaps are $O(\ln n)$ with relative gaps $O(1/n)$ will satisfy analogues of these conjectures; one could probe the idea by averaging other sparse integer sequences, such as squarefree numbers or primes in arithmetic progressions.
- The proof's finite checks (up to roughly $n=440$ and the first 55 averaged primes) could be independently re-verified with exact arithmetic, and the method would be strengthened if the bounds could be extended inductively from a computable threshold without case checking.
- The failure of the back-transfer suggests the original prime conjectures are governed by local fluctuations that averaging removes; the averaged analogues are therefore best read as illustrations of smoothing rather than as evidence for the ordinary conjectures.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper defines the arithmetic average of the first n primes, \bar p_n = (1/n)\sum_{i=1}^n p_i, and the associated counting function \bar\pi(x) = \#\{i : \bar p_i \le x\}. The main technical result is a pair of bounds on the averaged-prime gaps \bar g_n = \bar p_{n+1}-\bar p_n: the paper claims \bar g_n < \ln n for n\ge 3 and \bar g_n > (\ln n)/2 for n\ge 1, which imply \bar g_n/\bar p_n is bounded by constants over n. Using these bounds and explicit estimates of Rosser--Schoenfeld, Mandl, Dusart, and Hassani, the paper derives averaged-prime analogues of the Cramer, Andrica, Legendre, Oppermann, Brocard, Firoozbakht, Fourges, Nicholson, and Farhadian conjectures, showing that these analogues are theorems rather than conjectures. The closing discussion notes that the averaged results do not transfer directly to the ordinary primes.
Significance. If the proof gaps identified below are repaired, the paper makes a clean and useful observation: averaging the primes smooths out local fluctuations so strongly that several classical conjectural gap and spacing statements become provable theorems for the averaged sequence. A particular strength is the explicit use of published estimates, which makes the argument largely quantitative and leaves only finite checks to be documented. The central idea—that the invertible transformation p_n \leftrightarrow \bar p_n can convert conjectures into theorems after averaging—is novel and of interest to number theorists, even though the paper correctly cautions that the averaged results do not resolve the original conjectures.
major comments (3)
- [Sec. 4, Eq. (30)] The displayed chain contains an algebra error: from p_{n+1} \ge p_n+2 and \bar p_n < p_n/2 one obtains \bar g_n > (p_n/2+2)/(n+1), not (p_n/2+4)/(n+1). Using p_n>n\ln n then gives \bar g_n > (n\ln n/2+2)/(n+1), whose difference from \ln n/2 is (2-\ln n/2)/(n+1), which is negative for n>e^4. Thus Eq. (31) and the lower bound in Eq. (32) are not proved as written. A repair exists: combining Eq. (6) with p_{n+1} \ge p_n+2 yields \bar g_n > (p_n/2+2+n/14)/(n+1) > (n\ln n/2+2+n/14)/(n+1), which exceeds \ln n/2 for n\ge 10, with n\le 9 checked separately. This correction must be made and the consequences for later sections, especially the Brocard analogue, re-verified.
- [Sec. 5.5, Eqs. (64)-(65)] The step "use prime-average analogue of Oppermann" does not imply \bar\pi(\bar p_{n+1}^2)-\bar\pi(\bar p_n^2)>2\bar g_n. The Oppermann analogue proved in Sec. 5.4 gives, for each real m\ge 2, at least one averaged prime in (m^2,(m+1/2)^2) and in ((m-1/2)^2,m^2), but these local existence statements are not additive: a single averaged-prime value can lie in more than one such interval as m varies, so the number of distinct averaged primes in (\bar p_n^2,\bar p_{n+1}^2) is not bounded below by 2\bar g_n through this argument. Consequently Eq. (65) and the derivation of Eqs. (66)-(67) are unsupported. The Brocard analogue is likely recoverable from a density estimate using \bar g_k<\ln k, but the manuscript must supply that argument.
- [Sec. 5.6, Eq. (70)] The second inequality in Eq. (70) has the wrong direction. Since \bar p_n < p_n/2 < (1/2)n\ln(n\ln n) = (1/2)n\ln n(1+\ln\ln n/\ln n), the quotient n\ln n/\bar p_n is larger than 2/(1+\ln\ln n/\ln n), not smaller. The displayed chain therefore cannot yield Q<2-\ln\bar p_n. The intended conclusion follows instead from the already-proved bound \bar g_n/\bar p_n<2/n (Eq. (36)), which gives n\bar g_n/\bar p_n<2. Please correct the derivation and re-check the small-n verification for n=1,...,11.
minor comments (4)
- [Secs. 5.8 and 5.9, Eqs. (81) and (87)] The claimed analytic thresholds are numerically false: \ln((n/2)\ln(n/2))>2 first holds at n=10, not n=5, and \ln(p_n/(2\ln p_n)\ln(n/2))>2 first holds at n=11, not n=5. The final statements n\ge 6 and n\ge 7 appear to be supported by the explicit checks, but the incorrect thresholds should be removed or corrected.
- [Sections 2-5, finite checks] The proofs repeatedly rely on unlisted finite computations phrased as "explicitly checking smaller integers", "smaller values of x", and "the first 55 average primes". These checks should be made reproducible by stating the exact ranges and either tabulating the results or providing the verification code.
- [Sec. 5.4] The phrase "for integer n\ge 3 corresponding to m\ge\sqrt 5" is inaccurate: \bar\pi(m^2)\ge 3 first occurs when m^2\ge \bar p_3=10/3, i.e. m\ge\sqrt{10/3}. The subsequent argument is not affected, but the statement should be corrected.
- [Introduction] There is a typo in the introduction: "we shall soon se" should be "we shall soon see".
Circularity Check
No significant circularity: the averaged-prime theorems are derived from external Rosser-Schoenfeld, Dusart, Mandl, and Hassani estimates, with no target conjecture assumed.
full rationale
The paper's central derivation is self-contained against external number-theoretic estimates. The key gap bound \bar g_n < \ln n for n\ge 3 (Eq. 29) follows from Rosser-Schoenfeld's bounds on p_n and \vartheta(x) (Eqs. 8-12), the integral lower bound on \bar p_n (Eq. 15), and explicit checking of small integers. The intended lower bound \bar g_n > \ln n/2 (Eq. 31) is built from Mandl's inequality \bar p_n < p_n/2 (Eq. 5) and Rosser's bound p_n > n\ln n (Eq. 8); it does not assume the conclusion. The averaged analogues in Section 5 are then deduced from these gap bounds together with Dusart's estimates (Eqs. 16-17) and, in the Nicholson/Farhadian cases, from \bar p_n > p_{[n/2]} (Eq. 7). No ordinary-prime conjecture is used as an input. The self-citations [13,14] appear only in the Discussion as numerical motivation for the ordinary conjectures and are not load-bearing. The paper explicitly acknowledges that the main formulation effort is in designing compelling averaged analogues (Sections 5 and 6), which is a design choice, not circularity. A skeptical reading points to an algebraic slip in Eq. (30) that leaves the lower-bound proof incomplete as written; that is a correctness concern, not a circularity, since a repair via Hassani's bound (Eq. 6) and finite checks would not assume the desired inequality. Overall, no step in the derivation chain reduces to its own input.
Assumptions & free parameters
assumptions (6)
- standard math Rosser: p_n > n ln n for all n≥1
- standard math Rosser-Schoenfeld: p_n < n ln(n ln n) for n≥6
- standard math Rosser-Schoenfeld: |ϑ(x)-x| < x/(2 ln x) for x≥563, with small-case check for n≥26
- standard math Dusart: π(x) > x/(ln x-1) for x>5393 and π(x) < x/(ln x-139/125) for x>e^{139/125}
- standard math Mandl and Hassani bounds: ¯p_n < p_n/2 for n≥9 and ¯p_n < p_n/2 - n/14 for n≥10
- domain assumption Unlisted finite computations are correct for n up to about 440 and for the first 55 averaged primes
Cite this review
Pith. "Pith review of On the arithmetic average of the first $n$ primes." pith.science (2026). https://pith.science/paper/COY2HEYN
@misc{pith2026250504951,
author = {Pith},
title = {Pith review of: On the arithmetic average of the first $n$ primes},
year = {2026},
howpublished = {\url{https://pith.science/paper/COY2HEYN}},
note = {Machine review of arXiv:2505.04951}
}
abstract
The arithmetic average of the first $n$ primes, $\bar p_n = {1\over n} \sum_{i=1}^n p_i$, exhibits very many interesting and subtle properties. Since the transformation from $p_n \to \bar p_n$ is extremely easy to invert, $p_n = n\bar p_n - (n-1)\bar p_{n-1}$, it is clear that these two sequences $p_n \longleftrightarrow \bar p_n$ must ultimately carry exactly the same information. But the averaged sequence $\bar p_n$, while very closely correlated with the primes, ($\bar p_n \sim {1\over2} p_n$), is much "smoother'', and much better behaved. Using extensions of various standard results I shall demonstrate that the prime-averaged sequence $\bar p_n$ satisfies prime-averaged analogues of the Cramer, Andrica, Legendre, Oppermann, Brocard, Fourges, Firoozbakht, Nicholson, and Farhadian conjectures. (So these prime-averaged analogues are not conjectures, they are theorems.) The crucial key to enabling this pleasant behaviour is the "smoothing'' process inherent in averaging. Whereas the asymptotic behaviour of the two sequences is very closely correlated the local fluctuations are quite different.
Forward citations
Cited by 1 Pith paper
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Behaviour of the sequence $\vartheta_n = \vartheta(p_n)$
Replacing the n-th prime by the sum of logarithms of the first n primes makes analogues of Cramer, Andrica, Legendre, Oppermann, Brocard, Firoozbakht, Fourges, Nicholson, and Farhadian conjectures provable theorems.
Reference graph
Works this paper leans on
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Reviewed August 15, 2026 · model on record in the stance chip above.
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