Top Open Problems in Math by LLM-Assessed Importance ProofAtlas published a Top 500 ranking of open mathematical problems ordered by LLM-assessed importance, with P versus NP ranked first. The ranking was produced by pairwise comparisons between problems combined through a reliability-weighted model using family weights of OpenAI 1.00, Claude 1.00, GLM 0.95, and DeepSeek 0.90, and ProofAtlas states it is a model-based assessment rather than expert consensus or a forecast of which problems will be solved next. Uncertainty ranges and comparison counts derive from a preceding fit of 1,275 targets, while the current eligible pool holds 1,273 and separately dated status notes cover 144 of the 500 entries. The ProofAtlas Top 500 500 mathematical problems ranked by LLM-assessed importance Explore the questions shaping mathematics, computation, and mathematical physics. This is a model-based assessment of mathematical importance, not an expert consensus or a forecast of which problems will be solved next. Resolved problems from website and source editions resolved-problems remain in the history with their original ranks and sources. This edition retains 2 entries on reviewed holds; their ranks are conditional. Each entry shows its recorded reason. How the ranking works What is assessed. Each entry is a specific mathematical question. Importance considers the significance of a resolution, centrality within its field, reach across fields, scholarly and historical fame, broader recognition, and scientific or practical impact. How the order is formed. LLMs compare pairs of problems. A reliability-weighted model combines those judgments into the official ranking, with calibration across model families. The family weights are OpenAI 1.00, Claude 1.00, GLM 0.95, and DeepSeek 0.90. These are modeling choices, not measured probabilities of correctness. How to read a position. Nearby ranks can be uncertain. The expanded entries include available ranking ranges and comparison counts. Filtering or alphabetizing the directory preserves every problem’s official rank. Diagnostics from the preceding source fit. After the reported resolutions, official ranks were compacted without a new numerical fit. The displayed uncertainty ranges and comparison counts come from the preceding fit of 1,275 targets; the current eligible pool contains 1,273. These diagnostics were not recomputed for the smaller pool. Related and nested problems. A substantial subproblem or generalization may receive its own rank when it has independent mathematical standing. Families identify narrow groups of related questions; an implication alone does not merge their families. The ranking process checks family crowding, including a diagnostic retaining the highest-ranked member of each family. Family membership does not itself change scores, impose a quota, or create an automatic penalty. Dates and sources. The edition date identifies this list. A status review date, when recorded, appears separately inside each entry; it does not promise that the literature has been checked since then. Source links identify the exact formulation and available status evidence. The ranking preserves a fixed edition. Separately dated status notes cover 144 of 500 entries; this is not a fresh literature review of the whole list. Recent resolution claims and formulation concerns are marked below with their historical ranks retained. Find an open problem Open a row for its exact statement, significance, status, sources, and related research. Families are ordered by their highest-ranked member in the complete edition. Families have no importance score; every problem keeps its official rank. Filters show matching members within that fixed family order. No Top 500 problems match. Try a broader phrase or clear the filters. Resolved problems matching your search These entries remain in the status history, outside the open ranking. Matching problems outside the current Top 500 These problems remain in the full ranking. They are not included in the count above. 1. Rank 001 P versus NP When a yes-or-no problem has short evidence for each yes answer that can be checked in polynomial time, must a deterministic computer also be able to solve the problem in polynomial time? Here polynomial time measures how the work grows with the input size.Theoretical computer science Classical complexity separations · 5 problems family-context-problem-p-versus-np Exact statementDetermine whether P = NP, that is, whether every decision problem whose solutions can be verified in polynomial time by a deterministic Turing machine can also be solved in polynomial time by a deterministic Turing machine. Why it mattersEquality would give polynomial-time algorithms for every NP decision problem; separation would establish that some efficiently checkable problems resist all such algorithms. This addresses computational efficiency as input size grows. Status Open P versus NP remains open on the maintained Clay statement and the bounded claim sweep; no accepted exact-target resolution was established. Status reviewed Sources - Clay Mathematics Institute, The Millennium Prize Problems. https://www.claymath.org/library/monographs/MPPc.pdf Statement source - P vs NP https://www.claymath.org/millennium/p-vs-np/ Status source · Retrieved Sep 14, 2026 - Constructive solvability and the P versus NP problem — Arne Hole https://arxiv.org/abs/2406.16843 Status source · Retrieved Sep 14, 2026 - PNP Labs — P versus NP formal reconstruction https://pnplabs.com.au/ Status source · Retrieved Sep 14, 2026 Research on ProofAtlas Problem familyClassical complexity separations · 5 problems in this edition. Family membership alone does not assert an implication. Ranking uncertainty90% source-fit bootstrap rank range: 1–1. Source-fit opponent count: 34. The range describes variation in the ranking procedure; it is not uncertainty about the truth of the problem. 2. Rank 002 Riemann Hypothesis Do all zeros of the Riemann zeta function inside the strip with real part between zero and one lie exactly on its middle line?Number theory & arithmetic geometry Riemann hypotheses and exceptional zeros · 4 problems family-context-problem-riemann-hypothesis Exact statementFor the meromorphic continuation of the Riemann zeta function zeta s =sum {n =1} n^ -s , initially defined for Re s 1, every zero s in the open critical strip 0