Advancing Mathematics Research with AI-Driven Formal Proof Search
Science, 2026 · paper · Mathematics and statistics
Evaluates AI agents that generate and check Lean formal proofs on open research problems. The strongest agent autonomously resolved 9 of 353 Erdős problems and proved 44 of 492 OEIS conjectures; a basic agent also solved the 9.
Checked: PDF from arxiv.org, fetched 5 Oct 2026. Page numbers are those of that PDF.
13 findings
Substance Table 1, row 741(ii), reads "Existence of a basis A of order 2 with A1 + A1, A2 + A2 having bounded gaps for all A1, A2 such that A = A1 ⊔ A2". The resolved question (p37) is whether a basis exists such that A1 + A1 and A2 + A2 "cannot both have bounded gaps", and the proof shows one sumset always has unbounded gaps.
- p. 7 Table 1, row 741 (ii)
Existence of a basis A of order 2 with A1 + A1, A2 + A2 having bounded gaps for all A1, A2 such that A = A1 ⊔ A2
- p. 37 Erdős #741-(ii), Question
then A1 + A1 and A2 + A2 cannot both have bounded gaps?
- p. 7 Table 1, row 741 (ii)
having bounded gaps for all 𝐴1, 𝐴2 such that 𝐴= 𝐴1 ⊔𝐴2
- p. 37 Erdős #741-(ii) question
cannot both have bounded gaps
Judge's note: The Table 1 image on p7 and the p37 question and proof (Step 3: 'impossible to partition A so that both sumsets have bounded gaps') were compared. The table states the opposite property ('not both' is missing), so a reader takes away the negation of the proved result.
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Substance Section 5 says the authors simulated K subagents "by grouping the attempts into chunks of size 100/K". The Figure 3 caption says K is "the number of independent attempts K ∈ {1, 3, 6, 10} grouped together", i.e. chunks of size K (100/K chunks). K=3 and K=6 also do not divide 100, and the handling of leftover attempts is not stated.
- p. 10 Section 5, second paragraph
they have K subagents by grouping the attempts into chunks of size 100/K
- p. 9 Figure 3 caption
Numeric annotations denote the number of independent attempts K ∈ {1, 3, 6, 10} grouped together
- p. 10 Section 5
grouping the attempts into chunks of size 100/𝐾
- p. 9 Fig. 3 caption
𝐾∈{1, 3, 6, 10}
Judge's note: Read the p10 text and the p9 figure. Under the text's rule, K=1 gives one chunk of 100 attempts, so the solve rate could only be 0 or 1. Figure 3 instead shows fractional K=1 rates (e.g. about 0.34 for 12(i), about 0.16 for 152), and cost rises with K. So the figure follows the caption's definition (K attempts per chunk) and the methods sentence is inverted. Separately, 100/3 and 100/6 are not integers, so the chunking as described cannot be carried out exactly and the remainder rule is missing.
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Substance Theorem (ii) says "There exists an infinite set A ... yet for any ε > 0 and all sufficiently large N: |A ∩ {1,...,N}| ≥ N^{1−ε}" (one A for all ε). The proof starts "Let c ∈ (0, 1)" and builds A from an m with m > (2m+1)^{1−c/2}, so it only gives, for each c, some A_c.
- p. 32 Erdős #12-(ii), Theorem (ii) statement
yet for any 𝜀> 0 and all sufficiently large 𝑁
- p. 32 Proof of Theorem (ii), first line
Let 𝑐∈(0, 1), and let (𝑃𝑘) be a sequence of pairwise coprime integers
- p. 33 Proof of Theorem (ii), choice of m
Choose an integer 𝑚≥2 satisfying 𝑚> (2𝑚+1)1−𝑐/2
Only the authors can say what is right here.
Judge's note: I read pp.32–34. The m in the proof depends on c, and the blocks A_k depend on m, so the proof shows ∀c ∃A, not ∃A ∀ε. My own check that a single constructed A fails for small ε: with m fixed, |A_j| ≤ m^{V_j−1} and V_j increases, so for N = max(A_k) < min(A_{k+1}) we get |A∩[1,N]| ≤ (k+1)m^{V_k−1}. Also N ≥ m(2m+1)^{V_k−1} ≥ (2m+1)^{V_k−1}. The ratio to N^{1−ε} is then at most (k+1)(m/(2m+1)^{1−ε})^{V_k−1}, which tends to 0 whenever (2m+1)^{1−ε} > m. That holds for all sufficiently small ε > 0, because m < 2m+1. So the printed quantifier order is not established by this proof. The 'Consequently' sentence needs only the weaker ∀c∃A form. Whether the Lean statement uses the stronger or the weaker form cannot be checked from the files.
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Reference or label Reference [18] reads "Paul Erdős and Alice Sárközi", while the text (p4: 'posed by Erdős and Sárközy in 1970 [18]') and reference [17] ('erdős and sárközy's sequences') spell the name Sárközy.
- p. 12 Reference [18]
Paul Erdős and Alice Sárközi. On the divisibility properties of sequences of integers.
- p. 4 Section 3
posed by Erdős and Sárközy in 1970
- p. 12 Reference [18]
Paul Erdős and Alice Sárközi
- p. 12 Reference [18]
Paul Erdős and Alice Sárközi.
Judge's note: Checked on the p12 and p4 images. The surname spelling within the paper is inconsistent, which can be settled from the files alone. Whether the first name should be 'András' rather than 'Alice' rests on outside knowledge (the 1970 PLMS paper's co-author is A. Sárközy), and the verdict does not depend on it.
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Reference or label "Other provers include FullProof [11] and DeepThink [26]." Reference [11] is Bryan, Elek, Manners, Salafatinos, Vakil, "The motivic class of the space of genus 0 maps to the flag variety", an algebraic-geometry paper. The same paragraph cites it again as a math result ('algebraic geometry [53, 11]').
- p. 26 B.1 Natural Language Proof Discovery
Other provers include FullProof [11] and DeepThink [26].
- p. 12 reference [11]
The motivic class of the space of genus 0 maps to the flag variety.
Only the authors can say what is right here.
Judge's note: Rests on outside knowledge: whether a system called 'FullProof' (or 'FirstProof') exists and which work describes it. On p.26 and in the p.12 reference list, [11] is a research paper in algebraic geometry and is cited a few lines later as a result in that field, not as a prover. No reference entry names 'FullProof'. [20] is titled 'Aletheia tackles firstproof autonomously'. The name and the citation appear mismatched, and only the authors can give the intended reference.
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Reference or label The #741(ii) section says "The Lean proof for part (ii) is available at .../APNOutputs/ErdosProblems/erdos_12.parts.ii.lean", the same path given on p.34 for Erdős #12(ii).
- p. 38 paragraph after #741-(ii) proof
The Lean proof for part (ii) is available at https://github.com/google-deepmind/alphaproof-nexus-results/blob/main/APNOutputs/ErdosProblems/erdos_12 .parts.ii.lean
- p. 34 #12 section
ErdosProblems/erdos_12.par ts.ii.lean
- p. 38 end of Erdős #741-(ii)
APNOutputs/ErdosProblems/erdos_12 .parts.ii.lean
- p. 38 end of Erdős #741-(ii) section
erdos_12 .parts.ii.lean
Only the authors can say what is right here.
Judge's note: I checked p.38 and p.34. The #741(ii) link is identical to the #12(ii) link on p.34. The #741(i) link on p.37 is erdos_741.parts.i.lean, and the next sentence on p.38 points to forum thread /741. The pointer is almost certainly a copy slip, probably for erdos_741.parts.ii.lean. The actual repository file name cannot be checked from the files, so this is a query for the authors.
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Reference or label The A051293 conjecture is dated two ways: the p.43 theorem header reads "(A conjecture of OEIS A051293, 2002)", while p.48 reads "These OEIS problems were added as conjectures in 2022 (https://oeis.org/A051293) and 2018".
- p. 43 OEIS Conjectures, first Theorem
(A conjecture of OEIS A051293, 2002)
- p. 48 paragraph after A228143 proof
These OEIS problems were added as conjectures in 2022 (https://oeis.org/A0512 93) and 2018
- p. 48 paragraph after OEIS proofs
These OEIS problems were added as conjectures in 2022
- p. 48 paragraph after the A228143 proof
These OEIS problems were added as conjectures in 2022 (https://oeis.org/A0512
Only the authors can say what is right here.
Judge's note: Rests on outside knowledge: which year the conjecture was actually added to OEIS A051293. I checked the crops for p.43 and p.48. The theorem header says 2002 and the closing paragraph says 2022 for the same event (the conjecture being added). The A228143 date reads 2018 in both places (p.45 header and p.48). Nothing in the text explains the difference. The paper cannot tell us which year is right, so only the authors can resolve it.
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Wording Table 1, row 12(i), states the density condition as "|A∩[1,N]|/√N > δ > 0 infinitely often" (a lim sup condition). Section 3 (p4) and Theorem (i) (p31) state the proved condition as lim inf_{N→∞} |A∩[1,N]|/√N > 0, i.e. it holds for all sufficiently large N.
- p. 7 Table 1, row 12 (i)
> δ > 0 infinitely often
- p. 4 Section 3, Erdős Problems paragraph
dition lim infN→∞
- p. 31 Theorem (i)
lim inf
- p. 4 Section 3, problem #12(i)
lim inf
Judge's note: Page images p4, p7 and p31 were compared. 'Infinitely often' is strictly weaker than lim inf > 0. The table therefore misdescribes the condition the agent proved. Fix: 'for all sufficiently large N'.
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Wording Table 1, row 741(i), reads "If A + A has upper density, there exists a decomposition…". The supplement question (p36) requires that "A+A has positive upper density".
- p. 7 Table 1, row 741 (i)
If A + A has upper density, there exists a decomposition
- p. 36 Erdős #741-(i), Question
Let A ⊆ ℕ be such that A+A has positive upper density.
- p. 7 Table 1, row 741 (i)
If 𝐴+ 𝐴has upper density, there
- p. 36 Erdős #741-(i) question
has positive upper density
Judge's note: The p7 table and the p36 question were checked. Every set has an upper density, so without 'positive' the hypothesis is empty. The conclusion in the same table cell says 'positive upper density'. The missing word changes the meaning.
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Wording Table 1, row 26, reads "Existence of A such that upper density of A + k is < 1 − 1/4 for all naturals k", and p40 says "make the upper density of A + k small, for all k". The theorem (p38) bounds the upper density of the set of multiples, d̄(M(A + k)) < 1 − ε, under the condition ∑1/A(i) = ∞.
- p. 7 Table 1, row 26
upper den- sity of A + k is < 1 − 1/4 for all naturals k
- p. 38 Erdős #26 Theorem
d(M(A + k)) < 1 − ϵ
- p. 40 paragraph after proof
make the upper density of A + k small, for all k
Judge's note: Page 38 Theorem: M(S) denotes the set of multiples of S, and the claim is d̄(M(A+k)) < 1−ε with ∑1/A(i)=∞. The p40 proof bounds 'the total upper density of the multiples of A + k'. Table 1 and the closing remark on p40 omit 'multiples of' (and the table omits the divergence condition), so they state a different and much weaker claim.
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Wording Page 7 describes the graph result as "relating it to the maximum number, over all vertices v ∈ G, of independent sets in the neighborhood of v". The proved theorem (p59) is L_S(G) ≥ 2(ℓ(G) − 1), where ℓ(G) = (1/n)∑_v α(v) is the average over vertices of the size of the largest independent set in G[N(v)].
- p. 7 Graph theory paragraph below Table 1
relating it to the maximum number, over all vertices v ∈ G, of independent sets in the neighborhood of v
- p. 59 Written on the Wall, Conjecture 2 definitions
ℓ(G) := 1/n ∑v α(v) be the average of the local independence numbers
- p. 59 Supplement, Written on the Wall Conjecture 2
be the average of the local independence numbers
- p. 59 Written on the Wall, Conjecture 2 theorem
𝐿𝑆(𝐺) ≥2(ℓ(𝐺) −1)
Judge's note: Page 59 defines α(v) as the size of the largest independent set in G[N(v)] and ℓ(G) as their average. The main text differs in both aggregation (maximum, not average) and quantity (number of independent sets, not the independence number). A bound in terms of the maximum would be a different statement.
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Wording Erdős #741(ii): the zone runs "roughly from 11/2 P_k to 11P_k + k", yet x_k = 10P_k is called "In the middle of this zone". Step 2's case "If n ∈ Z_k and n lies in the upper half, we use the oasis: n = x_k + (n − x_k)" fails for upper-half n < 10P_k, and "falls safely before the forbidden zone Z_k" fails when n − x_k lands in Z_{k−1}.
- p. 37 Erdős #741-(ii), Step 1
In the middle of this zone, we leave a single “oasis”
- p. 38 Erdős #741-(ii), Step 1/Step 2, third bullet
If 𝑛∈𝑍𝑘and 𝑛lies in the upper half, we use the oasis: 𝑛= 𝑥𝑘+ (𝑛−𝑥𝑘).
- p. 38 Step 2
The difference 𝑛−𝑥𝑘is small enough that it falls safely before the forbidden zone 𝑍𝑘.
Only the authors can say what is right here.
Judge's note: I read pp.37–38. The zone midpoint is about 8.25P_k, not 10P_k. My own counterexamples: k=1, P_1=100, Z_1≈[550,1101], x_1=1000. n=900 is in the upper half, but n−x_1=−100 is not a natural number. k=2: n=100800 is in the upper half of Z_2≈[55000,110002], and n−x_2=800 lies in Z_1 and is not x_1, so 800 ∉ A. The basis claim can be repaired: halving works for n in Z_k up to about 11P_k, and the oasis is needed only near 11P_k..11P_k+k, where n−x_k ≈ P_k..P_k+k is in A. So the case split in Step 2 is faulty as printed but the stated result stands.
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Wording On p.45: "|A(j)| ≤ 100000j^5 for j ≥ 2. Substituting this back into the error term yields |E_j| ≤ 100000·2^j/j^7". The substitution into E_j = 2^j A(j)/(j^6(j−1)^6) gives only 100000·2^j/(j(j−1)^6), which is a larger quantity.
- p. 45 OEIS A051293 proof, bound on E_j
Substituting this back into the error term yields
Only the authors can say what is right here.
Judge's note: I checked p.45 and reworked the step. E_j = 2^j A(j)/(j^6(j−1)^6). With |A(j)| ≤ 100000 j^5 this gives |E_j| ≤ 100000·2^j/(j(j−1)^6), and that exceeds 100000·2^j/j^7 because (j−1)^6 < j^6. At j=2 it gives 200000 against the printed 3125. So the inference fails as printed. I checked the printed polynomial at j=2: it gives A(2) = −38978, which matches 2P(2)−64P(1)−32 with P(2)=815 and P(1)=634. The printed final bound still holds for small j (j=2: |A|·j/(j−1)^6 = 77956 ≤ 100000; j=3: about 20851), and asymptotically the constant is 4683. The O(2^n/n^7) result and the theorem therefore stand.
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17 minor (typos and the like; most checked by the judge only)
Reference or label "neural-network-guided search over machine-checkable formal proofs [67, 15, 16, 65, 40]" cites [16] "DeepSeek-AI. Deepseek-v2: A strong, economical, and efficient mixture-of-experts language model, 2024.", which is a general LLM paper, not a formal-proof-search work.
- p. 22 B.1 Related Work, Formal Theorem Proving with LLMs
search over machine-checkable formal proofs [67, 15, 16, 65, 40]
- p. 12 Reference [16]
DeepSeek-AI. Deepseek-v2: A strong, economical, and efficient mixture-of-experts language model, 2024.
Only the authors can say what is right here.
Judge's note: Rests on outside knowledge: that a separate DeepSeek-Prover-V2 theorem-proving paper exists and was probably the intended citation. On the page itself (p.12 reference list, p.22 B.1), the [16] entry's title describes a general mixture-of-experts language model, and [16] is cited only in this sentence about formal proof search. The neighbouring citation [15] is Seed-Prover. Only the authors can say which work was intended.
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Wording For Erdős #152 at K=10, Figure 3 plots solve rates of about 0.83 (A) and 0.77 (B), with error bars, while Figure 9 labels both '80%'. With 100 attempts in chunks of 10, the stated chunking gives only multiples of 0.1, so the procedure behind the Figure 3 values is not described. The unqualified 'hardest problems' wording (abstract: "proved costlier on the hardest problems"; p11: "The full-featured agent retains an advantage on the hardest problems") is also not defined.
- p. 9 Figure 3, erdos_152 panel, K=10 points
erdos_152
- p. 27 Figure 9, erdos_152 labels for (A) and (B)
80%
- p. 10 Section 5 chunking description
The overall solve rate was defined to be the fraction of successful chunks.
- p. 1 Abstract
proved costlier on the hardest problems
Only the authors can say what is right here.
Judge's note: In Figure 3 (p9) the #152 K=10 points sit visibly above and below 0.8, and Figure 9 (p27) prints 80% for both. The values are consistent with averaging over random chunkings, but Section 5 (p10) does not say so. The plotted values also differ from Figure 9 without explanation. On 'hardest': Section 5 limits D's advantage to problems 138 and 125. On #152 (one of the two problems Codex failed), Figure 3 shows D at about 0.1 near $180, against A at about 0.16 near $90 at K=1. The paper never defines which problems count as 'hardest'. This is a query for the authors, not a judgement on the conclusions.
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Wording M has two meanings in the description of Agent (D): Fig. 5 has "launch rater_subagents(M, population)" (number of raters), and p.20 has "along with M = 2 auxiliary inspiration sketches S_insp". The caption also says "each rater_agent" while the code uses rater_subagent.
- p. 19 Figure 5 pseudocode line 5
launch rater_subagents(M, population) # Create rater agents
- p. 20 Stage 1, Database sampling
along with M = 2 auxiliary inspiration sketches Sinsp
- p. 19 Figure 5 pseudocode and caption
launch rater_subagents(M, population)
- p. 19 Figure 5 caption
each rater_agent samples 𝑃sketches
Judge's note: I checked the p.19 pseudocode and caption and the p.20 stage 1 text. In the pseudocode, M is the argument for the number of rater subagents, parallel to N for prover subagents. On p.20, M = 2 is the number of inspiration sketches. Neither use defines its scope, so a reader could take M = 2 as the number of raters. The caption's 'rater_agent' and the code's 'rater_subagent' also differ. This is notational ambiguity only.
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Wording "one can conclude that setting K = 10 is a strong default for the system" follows a comparison of the full system with 1, 3, 6 and 10 asynchronous agents. Fig. 10 labels that parameter @S, and its caption says "Connected curves denote the number of independent attempts K".
- p. 29 continuation of B.3 paragraph
one can conclude that setting K = 10 is a strong default for the system.
- p. 28 Figure 10 caption
where @S are the variants of full system with a given number of parallel LLM generation threads. Connected curves denote the number of independent attempts K.
Judge's note: I checked p.27 (the paragraph comparing full with 3 or 6 agents against 10 agents), the p.28 Fig. 10 caption, and p.29. On p.10, K is the number of subagents simulated for agents (A) and (B) by grouping independent attempts. The full configuration is labelled K=1 in the Fig. 9 and Fig. 11 legends, and its variants by thread count are labelled @S. Reading K = 10 as '10 subagents' fits p.10 loosely, but it conflicts with the @S/K distinction in Fig. 10 and the full (K=1) legend. Which parameter is meant is ambiguous.
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Wording "because the vectors use digits strictly between 1 and m" contradicts the stated grid {1, ..., m}^{V_k−1}, whose digits range from 1 to m inclusive.
- p. 33 #12(ii) proof, after the definition of S_k
because the vectors use digits strictly between 1 and m
Judge's note: I checked the p.33 image. The vectors are taken from {1,...,m}^{V_k−1}, so 'strictly between' is wrong. The bound m(2m+1)^{V_k−1} ≤ x < (m+1)(2m+1)^{V_k−1} still holds with inclusive digits, because the sum of v_i(2m+1)^i ≤ m((2m+1)^{V_k−1}−1)/(2m) < (2m+1)^{V_k−1}. Only the wording is wrong.
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Wording "On the right hand side, the exponent is (1 − c)(V_{k+1} − 1) = (1 − c)(k + 11)^4 = (1 − c)k^4 + O(k^3)". With V_{k+1} = (k+11)^4, the middle equality drops the −1.
- p. 34 Erdős #12-(ii) proof, second bullet
(1 −𝑐)(𝑉𝑘+1 −1) = (1 −𝑐)(𝑘+ 11)4
Only the authors can say what is right here.
Judge's note: I checked p.34 and V_{k+1} = (k+11)^4 on p.33. (1−c)(V_{k+1}−1) = (1−c)((k+11)^4 − 1), which differs from (1−c)(k+11)^4 by (1−c) ≠ 0. The difference is absorbed into O(k^3), so the final asymptotic equality and the result stand. The step is faulty as printed but the stated result is unaffected.
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Wording Erdős #26: "With R_m and P_m fixed, the series Σ 1/(R_m + xP_m) diverges. Thus, we can compute a block length L_m ≥ 1 such that 0.1 ≤ Σ_{x=1}^{L_m} 1/(R_m + xP_m) ≤ 0.2". Divergence alone does not give this when a term exceeds 0.2, which can happen at m = 0.
- p. 39 Erdős #26 proof, choice of R_m and L_m
With 𝑅𝑚and 𝑃𝑚fixed, the series Í∞ 𝑥=1 1 𝑅𝑚+𝑥𝑃𝑚diverges. Thus, we can compute a block length 𝐿𝑚≥1
Only the authors can say what is right here.
Judge's note: I read p.38–39 and reworked the step. For m=0, J_0=0, so P_0 is the empty product, 1, there are no congruences, and the only condition is R_0 > A(−1) = 0. R_0 = 1 is therefore admissible, and its first term 1/(1+1) = 0.5 already exceeds 0.2, so no L_0 ≥ 1 exists. For m ≥ 1, P_m ≥ q_1 ≥ 29, so every term is below 0.1 and the step works. The fix is simple (require R_0 ≥ 9), and the theorem is unaffected.
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Wording Erdős #152, Fact 3: "Since each N_3 pair can be counted by two different gaps, while isolated points are distinct in this construction, we have 2|G| ≤ N_3(X) + 2I(X)." The stated reason has the multiplicities reversed.
- p. 42 Erdős #152 proof, Fact 3
Since each 𝑁3 pair can be counted by two different gaps, while isolated points are distinct in this construction, we have 2|𝐺| ≤𝑁3(𝑋) + 2𝐼(𝑋).
Only the authors can say what is right here.
Judge's note: I reworked the step from p.42. Each x in G gives two tokens: (x−1,x+2) in N3 or x isolated, and (x,x+3) in N3 or x+2 isolated. An N3 pair (y,y+3) can be a token for x=y+1, which needs y+1 ∈ X, or for x=y, which needs y+1 ∉ X. These are incompatible, so each N3 pair is used at most once. An isolated z can be used for both x=z and x=z−2. Example X={0,2,4}: G={0,2}, N3=0, I=3, and isolated point 2 is used twice. The printed inequality 4 ≤ 0+6 holds. The mechanism as described would give 2|G| ≤ 2N3+I, which fails here (4 ≤ 3 is false). The inequality and the theorem stand; only the justification is wrong.
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Wording On p.44 the proof says "For any z on the unit circle, the magnitude |1 − (−z)^L| is strictly bounded by 2", but the value 2 is reached when (−z)^L = −1.
- p. 44 OEIS A051293 proof, bound on the full-period product
|1 −(−𝑧)𝐿| is strictly bounded by 2
Only the authors can say what is right here.
Judge's note: I checked p.44. The identity ∏(1+zω^m) = 1−(−z)^L holds. For |z|=1, (−z)^L covers the whole unit circle. Counterexample: L=2 and z=i give (−i)^2 = −1, so |1−(−1)| = 2, and the bound is not strict. The rest of the argument only uses 'at most a factor of 2', so the stated bound 2·2^{n/2} still holds. The step is wrong as printed, but the result stands.
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Typo Affiliation line reads "1Google DeepMind1, 2Aarhus University, 3Google": a stray superscript footnote mark '1' after 'Google DeepMind' points to footnote '1†Equal contributions…', which has nothing to do with the affiliation.
- p. 1 Affiliation line and footnote
1Google DeepMind1, 2Aarhus University, 3Google
Judge's note: Page 1 image: a blue hyperlinked superscript '1' follows 'Google DeepMind', in addition to the affiliation index. The footnote it links to (p1 bottom) is the equal-contribution/correspondence note, not an affiliation note. This looks like a template footnote-mark artefact. Cosmetic.
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Typo Figure 1(b) prompt text reads "AlphaProof feeback: [...]"; should be 'feedback'.
- p. 3 Figure 1(b)
AlphaProof feeback: [...]
Judge's note: The misspelling is visible in the Figure 1(b) crop and on the page 3 image. The caption uses 'feedback'.
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Typo Problem #125: the main text (p4) and Table 1 write "3^m ≈ 4^k", while Figure 1(c) ("3^k ≈ 4^m") and the supplement proof (p35: M = min(3^k, 4^m), ratio 4^m/3^k) use k for base 3 and m for base 4.
- p. 4 Problem #125 paragraph
(3m ≈ 4k)
- p. 7 Table 1, row 125
3m ≈ 4k
- p. 35 #125 proof
the ratio 4m/3k is arbitrarily close to 1
- p. 3 Figure 1(c)
aligned scales 𝑘, 𝑚with 3𝑘≈4𝑚
Judge's note: Checked p4, p7 (Table 1 shows 3^m ≈ 4^k), p35 (proof uses 3^k, 4^m) and Figure 1(c) on p3. The letters are dummy variables, so the meaning is unchanged. Only the notation is inconsistent across locations.
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Typo References [62] "Stanislaw M. Ulam. A collection of mathematical problems. New York and London: Interscience Publishers, 1960." and [63] "Stanislaw M. Ulam. A Collection of Mathematical Problems, volume 8 of Interscience Tracts… Interscience Publishers, New York, 1960." are the same book listed twice.
- p. 16 References [62], [63]
[62] Stanislaw M. Ulam. A collection of mathematical problems.
- p. 16 Reference [63]
[63] Stanislaw M. Ulam. A Collection of Mathematical Problems, volume 8 of Interscience Tracts
- p. 16 References [62], [63]
Stanislaw M. Ulam. A collection of mathematical problems.
- p. 16 References [62] and [63]
[63] Stanislaw M. Ulam. A Collection of Mathematical Problems, volume 8
Judge's note: The p16 image shows the same author, title, publisher and year in both entries. [62] is cited on p6 and [63] in the supplement ([63, 36]), both for graph reconstruction. This is a duplicated bibliography entry.
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Typo The same book is listed twice: [62] "Stanislaw M. Ulam. A collection of mathematical problems. New York and London: Interscience Publishers, 1960." and [63] "Stanislaw M. Ulam. A Collection of Mathematical Problems, volume 8 of Interscience Tracts in Pure and Applied Mathematics. Interscience Publishers, New York, 1960."
- p. 16 References [62], [63]
A collection of mathematical problems. New York and London: Interscience Publishers, 1960.
Judge's note: I checked the p.16 reference list image. Both entries are the same 1960 Ulam book. Contrary to the reviewer, both entries are cited: [62] in the main text (graph reconstruction conjecture) and [63] in the supplement ('[63, 36]', Kelly-Ulam graph reconstruction). So this is a duplicated bibliography entry, not an uncited one. The fix is to merge the two entries.
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Typo The figure captions have article errors: Fig. 9 "the distribution of a cost for successful proof" and Fig. 11 "the distribution of a wall-clock time for a successful proof".
- p. 27 Figure 9 caption
the distribution of a cost for successful proof
- p. 29 Figure 11 caption
the distribution of a wall-clock time for a successful proof
Judge's note: I checked both captions on the page images (p.27, p.29). The wording is as quoted. The error is grammatical only.
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Typo Misspelling on p.53: "define the first and scond difference sequences". It should read "second".
- p. 53 Log-concavity proof, definition of differences
define the first and scond difference sequences
Judge's note: Seen on the p.53 page image.
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Typo The equation numbering in the log-concavity proof jumps from (3) to (L), (U) and then "(5)" (p.53). There is no equation (4).
- p. 53 Equations (3), (L), (U), (5)
2hm(t) = (t + 1)(t + 2), Δhm(t) = t + 1. (5)
Judge's note: I checked p.53 and searched the layout text. This proof numbers (1) and (2) on p.52 and (3) on p.53, then (L), (U), (5). No (4) appears. Cosmetic.
Second check: none (judge only)