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Mathematics & Science Breakthrough Tracker

Wooden geometric model, compass constructions and a prism spectrum across an open research notebook.
AI-assisted Kingy.ai editorial still life representing mathematical and scientific verification. It does not depict a particular discovery.

A continuously maintained, source-linked index of notable claimed and confirmed advances in mathematics and science. Mathematics receives the deepest coverage, with explicit labels for peer review, formal verification, early evidence, disputes and corrections.

Coverage promise: This tracker aims for broad, systematic coverage; it is not a claim of literal completeness. Reporting delays and omissions are possible. A posted manuscript establishes that a result has been claimed, not that the field has accepted it.

49tracked records
19mathematics records
32peer-reviewed records
12provisional, disputed or corrected

New and updated this week

Four records were added and five received material evidence, source or publication updates. All other provisional, disputed, claimed-proof and preprint-only records were rechecked without an evidence-supported status change.

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19 tracked records

Mathematics breakthroughs

Mathematics · Algebraic geometry

The Jacobian conjecture is false in dimension 3

Announced; exact object independently checked
Evidence tier 1
Peer reviewed: No
AI role: Yes

An explicit polynomial map from C³ to C³ has constant Jacobian determinant −2 but is not injective. The example disproves the unrestricted Jacobian conjecture in dimension 3.

Problem or result
Jacobian conjecture
Authors
Levent Alpöge; example credited to Claude Fable after a question from Akhil Mathew
Institutions
Affiliation not stated in the inspected announcement
Result date
Announced July 19, 2026

Why it matters: The conjecture had been open since 1939 and is a central problem in affine algebraic geometry.

Limits: The two-dimensional conjecture remains open. The exact determinant and collision have been checked independently, but no conventional paper or refereed publication by the announcer was located.

Sources and record details

AI involvement: Claude Fable reportedly found the example; humans posed the question, checked the algebra and announced the result.

Change history

  • — Added as an announced, directly checkable counterexample with conventional peer review still pending.
  • — Added a new independent scholarly preprint analyzing the grading of the announced counterexample; this does not change the entry's peer-review status.
Mathematics · Graph theory

A formally verified proof package for the Cycle Double Cover Conjecture

Formally verified claimed proof; strongly expert-supported
Evidence tier 1
Peer reviewed: No
AI role: Yes

The proof package establishes that every finite loopless bridgeless undirected multigraph has a multiset of cycles covering every edge exactly twice. A Lean formalization and two independent specialist expositions are public.

Problem or result
Cycle Double Cover Conjecture
Authors
OpenAI proof system; independent expositions by Jim Geelen and Sang-il Oum
Institutions
OpenAI; University of Waterloo; Institute for Basic Science
Result date
Announced July 9–10, 2026; expert expositions July 16–17, 2026

Why it matters: The Szekeres–Seymour conjecture is a foundational, decades-old problem in graph theory and a prominent test of AI-generated research mathematics.

Limits: No peer-reviewed journal publication was located. Formal verification checks the encoded theorem and proof, while specialists must still assess exact correspondence with the accepted conjecture and the surrounding mathematical exposition.

Sources and record details

AI involvement: The originating package credits GPT-5.6 Sol Ultra for proof generation and Codex for assistance with the write-up.

Change history

Added on 2026-07-22 with formal-verification and independent-exposition signals, while retaining a non-peer-reviewed status.

Mathematics · Mathematical statistics

Correlated two-sided Gaussian tests can defeat the Benjamini–Hochberg guarantee

Expert-supported preprint with reproducible certificate
Evidence tier 1
Peer reviewed: No
AI role: Yes

An explicit correlated Gaussian factor model, backed by an interval-arithmetic certificate, has asymptotic false discovery rate above 0.0104 when Benjamini–Hochberg is run at nominal level 0.01. A follow-on paper extends the negative result.

Problem or result
False-discovery-rate control for Benjamini–Hochberg under unrestricted Gaussian correlation
Authors
Edgar Dobriban
Institutions
University of Pennsylvania
Result date
Preprint submitted July 13, 2026

Why it matters: The result closes a precise theoretical question about one of the most widely used multiple-testing procedures.

Limits: It does not invalidate Benjamini–Hochberg under independence or accepted positive-dependence conditions. The counterexample uses a special unrestricted dependence setting, and its exhibited excess is small.

Sources and record details

AI involvement: The paper states that GPT-5.6 Pro produced the proof and that Dobriban carefully checked it.

Change history

Added on 2026-07-22 with the dependence assumptions and small numerical excess made explicit to prevent overstatement.

Mathematics · Convex optimization

A near-quadratic lower bound in derivative-free convex optimization

Lean-verified claimed theorem; specialist reception developing
Evidence tier 1
Peer reviewed: No
AI role: Yes

The paper proves an Ω(d²/log(d+1)) lower bound for a specified deterministic exact-value-oracle problem at accuracy on the order of d⁻¹ᐟ². This nearly matches the known upper bound up to polylogarithmic factors.

Problem or result
Oracle-complexity gap for deterministic derivative-free convex optimization
Authors
Phillip Kerger
Institutions
Affiliation not stated on the inspected arXiv record
Result date
Preprint submitted July 14, 2026

Why it matters: It sharply narrows a complexity gap dating to the 1990s and limits what derivative-free methods can achieve in the stated oracle model.

Limits: The theorem concerns a specific deterministic oracle model and accuracy regime. Lean verification supports deductive correctness, but independent specialists still need to assess statement correspondence, novelty and the surrounding literature.

Sources and record details

AI involvement: Kerger reports that GPT-5.6 Sol Pro generated the main argument, which he checked and formalized in Lean.

Change history

Added on 2026-07-22 as a formally checked but very recent preprint whose novelty and scope still need specialist review.

Mathematics · Discrete geometry

Erdős Problem #90: the planar unit-distance conjecture is false

Human-verified disproof in expert-authored preprints
Evidence tier 1
Peer reviewed: No
AI role: Yes

Arbitrarily large planar point sets can determine at least n^(1+c) unit-distance pairs for an absolute c greater than zero, contradicting the proposed n^(1+o(1)) growth. A companion paper gives an explicit exponent greater than 1.014.

Problem or result
Erdős Problem #90, the planar unit-distance conjecture
Authors
Noga Alon, Thomas F. Bloom, W. T. Gowers, Daniel Litt, Will Sawin, Arul Shankar, Jacob Tsimerman, Victor Wang and Melanie Matchett Wood
Institutions
Multi-institution collaboration
Result date
Announced and submitted May 20, 2026

Why it matters: The disproved near-linear-growth conjecture had guided the unit-distance problem for decades.

Limits: The extremal unit-distance problem remains open. A large gap persists between the new lower bound and the classical O(n^(4/3)) upper bound.

Sources and record details

AI involvement: An OpenAI model generated the construction and proof; a group of mathematicians produced a shorter human-verified account.

Change history

Added on 2026-07-22 as a human-verified disproof while preserving that the broader extremal problem remains unsolved.

Mathematics · Number theory and combinatorics

Erdős Problems #1196 and #1217: primitive sets and divisibility chains

Expert-authored preprint
Evidence tier 1
Peer reviewed: No
AI role: Yes

The authors resolve 1966 Erdős–Sárközy–Szemerédi conjectures concerning dense primitive subsets of sufficiently large integers and long divisibility chains. They develop a Markov-chain and von Mangoldt framework for the proofs.

Problem or result
Erdős Problems #1196 and #1217
Authors
Boris Alexeev, Kevin Barreto, Yanyang Li, Jared Duker Lichtman, Liam Price, Jibran Iqbal Shah, Quanyu Tang and Terence Tao
Institutions
Multi-institution collaboration
Result date
Preprint submitted May 1, 2026

Why it matters: The work settles two named Erdős problems and introduces machinery that may apply beyond them.

Limits: The paper also gives a short proof related to the already resolved Erdős primitive-set conjecture #164. That result must not be presented as a third newly solved problem.

Sources and record details

AI involvement: The paper credits GPT-5.4 Pro with suggesting the Markov-chain idea; the human authors developed and checked the proofs.

Change history

Added on 2026-07-22 with #1196 and #1217 separated from the paper's alternate treatment of already resolved #164.

Mathematics · Number theory and formal mathematics

Erdős Problem #728: a Lean-formalized resolution of the reconstructed intended statement

Formally verified resolution of a reconstructed formulation
Evidence tier 1
Peer reviewed: No
AI role: Yes

The proof establishes an infinite family of middle-range factorial-divisibility triples whose logarithmic gap lies between any prescribed positive constant multiples of log n. A Lean proof is translated into conventional mathematical prose.

Problem or result
Erdős Problem #728
Authors
Nat Sothanaphan; GPT-5.2 Pro and Aristotle operated by Kevin Barreto
Institutions
Harmonic for Aristotle; see the paper for author affiliation
Result date
Submitted January 12, 2026; revised through January 26, 2026

Why it matters: The authors describe it as the first problem in the Erdős Problems database regarded as fully resolved autonomously by an AI system.

Limits: The historical wording of #728 was ambiguous, so the project formalized a reconstructed intended statement. Related older literature also complicates an unqualified novelty claim.

Sources and record details

AI involvement: GPT-5.2 Pro and Harmonic's Aristotle performed the formal proof search, with Kevin Barreto operating the system and Sothanaphan writing the exposition.

Change history

Added on 2026-07-22 with an explicit formulation and prior-literature warning rather than an unqualified autonomous-solution claim.

Mathematics · Combinatorics and Ramsey theory

Near-diagonal Ramsey lower bounds improve exponentially

Expert-supported preprint and important bound
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

For every fixed C greater than 1, the authors improve the exponential base in the classical Erdős lower bound for r(ℓ,Cℓ). This is the first exponential improvement over the 1947 bound in that near-diagonal regime.

Problem or result
Classical lower bounds for near-diagonal Ramsey numbers
Authors
Jie Ma, Wujie Shen and Shengjie Xie
Institutions
University of Science and Technology of China; Tsinghua University
Result date
Submitted July 17, 2025; revised April 26, 2026

Why it matters: The work breaks decades of stasis and introduces a geometric random-coloring method that has already produced follow-on results.

Limits: The numerical improvement can be extremely small and does not determine Ramsey numbers. It does not improve the equal-size diagonal case C=1.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

Added on 2026-07-22 as a major bound improvement, not as a solved Ramsey-number problem.

Mathematics · Harmonic analysis and geometric measure theory

The Kakeya set conjecture in three dimensions

Strongly expert-supported preprint
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

Every Kakeya set in R³, meaning a set containing a unit line segment in every direction, has both Hausdorff and Minkowski dimension 3.

Problem or result
Three-dimensional Kakeya set conjecture
Authors
Hong Wang and Joshua Zahl
Institutions
NYU Courant and University of British Columbia at announcement
Result date
Preprint submitted February 24, 2025

Why it matters: The theorem resolves the three-dimensional case of a central problem linking harmonic analysis, geometric measure theory, partial differential equations and number theory.

Limits: Higher-dimensional cases remain open. No peer-reviewed publication was located for the long and technically demanding preprint.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

Added on 2026-07-22 with the result confined to three dimensions and higher dimensions explicitly left open.

Mathematics · Number theory and logic

Hilbert's tenth problem for rings of integers of number fields

One proof published; independent proof forthcoming
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

Two independent teams prove that no algorithm can always decide whether an arbitrary polynomial equation has a solution in the ring of integers of a given number field.

Problem or result
Hilbert's tenth problem over rings of integers of number fields
Authors
Peter Koymans and Carlo Pagano; independently Levent Alpöge, Manjul Bhargava, Wei Ho and Ari Shnidman
Institutions
Utrecht University and Concordia University for the first team; see the second manuscript for its exact affiliations
Result date
One proof published online December 1, 2025, in a March 2026 volume; independent proof forthcoming in JAMS

Why it matters: The work extends the negative solution of Hilbert's tenth problem from ordinary integers to the rings of integers of all number fields.

Limits: The quantified domain is rings of integers of number fields. It should not be broadened casually to every ring described as involving algebraic integers.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

  • — Added as two independent proof routes with the ring-of-integers domain stated precisely.
  • — Corrected the review status: the Alpöge–Bhargava–Ho–Shnidman proof is published in Inventiones Mathematicae, and both authors list the independent Koymans–Pagano proof as forthcoming in JAMS.
Mathematics · Additive combinatorics

Erdős's large sum-free subset conjecture

Expert-supported preprint
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

Every n-element set of integers contains a sum-free subset of size at least n/3 + c log log n for an absolute positive c. The guaranteed excess over n/3 therefore tends to infinity.

Problem or result
Erdős's 1965 large sum-free subset conjecture
Authors
Benjamin Bedert
Institutions
University of Oxford at the time of the work
Result date
Preprint submitted February 12, 2025

Why it matters: The result settles a simple-to-state, 60-year-old problem connecting additive combinatorics and harmonic analysis.

Limits: The theorem proves an unbounded improvement of the stated order. It does not determine the optimal excess term.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

Added on 2026-07-22 with the unbounded-excess theorem distinguished from determination of the optimal term.

Mathematics · Probability and graph theory

The bunkbed conjecture is false

Peer-reviewed published disproof
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The authors construct an explicit finite planar graph with 7,222 vertices that violates the bunkbed percolation inequality.

Problem or result
Bunkbed conjecture in percolation
Authors
Nikita Gladkov, Igor Pak and Aleksandr Zimin
Institutions
University of California, Los Angeles and Massachusetts Institute of Technology at publication
Result date
Preprint October 3, 2024; published June 13, 2025

Why it matters: The peer-reviewed counterexample overturns an intuitively compelling conjecture studied for roughly four decades.

Limits: The disproof does not show that every bunkbed-type inequality fails. Restricted graph classes and related variants may remain true.

Sources and record details

AI involvement: No generative-AI role was disclosed; computation and search aided discovery, while the final proof is mathematical.

Change history

Added on 2026-07-22 as the only peer-reviewed published disproof in the initial 16-card mathematics set.

Mathematics · Harmonic analysis

A counterexample to the Mizohata–Takeuchi conjecture

Expert-supported preprint
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

The paper constructs counterexamples for hypersurfaces not contained in a hyperplane, disproving the Mizohata–Takeuchi conjecture in its stated generality and the related formulation of Stein's conjecture discussed in the paper.

Problem or result
Mizohata–Takeuchi conjecture
Authors
Hannah Mira Cairo
Institutions
Work developed while studying mathematics at UC Berkeley
Result date
Preprint submitted February 10, 2025

Why it matters: The result changes which weighted estimates researchers can plausibly pursue in Fourier restriction theory.

Limits: Stronger or more restricted replacement statements may survive. The counterexample should not be described as ending the wider restriction-theory research program.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

Added on 2026-07-22 as a counterexample to the conjecture as stated, with restricted successor statements left open.

Mathematics · Analytic number theory

The Friedlander–Iwaniec Gaussian-primes conjecture

Accepted by Acta Mathematica; final publication pending
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

For each n congruent to 0 or 4 modulo 6, the authors obtain an asymptotic count of primes of the form p² + nq² with p and q prime. The case n=4 settles the Friedlander–Iwaniec Gaussian-primes conjecture.

Problem or result
Friedlander–Iwaniec Gaussian-primes conjecture
Authors
Ben Green and Mehtaab Sawhney
Institutions
University of Oxford and Columbia University at announcement
Result date
Preprint submitted October 5, 2024; accepted July 22, 2025

Why it matters: The proof overcomes a long-standing parity barrier for simultaneous prime-variable constraints in sieve theory.

Limits: The theorem applies to specified congruence classes of n. It is not a complete classification of all quadratic forms that take prime values. Version three corrected a partial-summation error in Section 8.3 and a minor inaccuracy in Section 8.7. Acta Mathematica lists the paper as accepted and awaiting publication; no final issue or DOI was located.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

  • — Added with the n modulo 6 restriction and the special n=4 conjecture case stated explicitly.
  • — Corrected the review status after the journal's accepted-paper list and the author's publication list showed that the paper was accepted by Acta Mathematica on July 22, 2025; final publication is still pending. Also disclosed the partial-summation error and minor inaccuracy corrected in arXiv version three.
Mathematics · Arithmetic geometry

Modularity theorems for a positive proportion of abelian surfaces

Expert-supported preprint and major advance
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

Under specified local, image and ordinary or distinguished hypotheses, the paper proves modularity for a positive proportion of abelian surfaces over the rational numbers.

Problem or result
Modularity of abelian surfaces over the rational numbers
Authors
George Boxer, Frank Calegari, Toby Gee and Vincent Pilloni
Institutions
Imperial College London, University of Chicago and CNRS/Université Paris-Saclay affiliations are represented
Result date
Preprint submitted February 28, 2025

Why it matters: The work extends modularity machinery central to the proof of Fermat's Last Theorem from elliptic curves toward two-dimensional abelian varieties.

Limits: This is not a theorem that every abelian surface over the rational numbers is modular. The positive-proportion and hypothesis restrictions are essential.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

Added on 2026-07-22 with positive-proportion and technical hypotheses preserved against broader headline claims.

Mathematics · Geometric optimization

The moving sofa problem: a claimed optimality proof

Claimed proof under review
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

The paper claims that Gerver's 18-section shape has the largest possible area, approximately 2.2195, among planar sofas that can move around a right-angled unit-width hallway corner.

Problem or result
Moving sofa problem
Authors
Jineon Baek
Institutions
Yonsei University at announcement
Result date
Preprint submitted November 29, 2024

Why it matters: If accepted, the proof resolves a famous geometric optimization problem posed in 1966.

Limits: No journal publication was located, and arXiv still showed the original version at the last check. The result should remain labeled as a claimed proof while the long, technical argument is reviewed.

Sources and record details

AI involvement: No generative-AI role was disclosed.

Change history

Added on 2026-07-22 as a provisional claimed proof rather than a confirmed solution.

Mathematics · Convex geometry

A claimed proof of Godbersen's mixed-volume conjecture

Preprint-only claimed proof; review pending
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

The authors claim the sharp Godbersen bound for the mixed volume of a convex body and its reflection, confirming the conjectured simplex value. They also prove an Lp Rogers–Shephard inequality and classify the equality cases among convex polytopes.

Problem or result
Godbersen's 1938 conjecture on mixed volumes of a convex body and its reflection
Authors
Jan Kotrbatý and Mohamed A. Mouamine
Institutions
Mathematical Institute of Charles University
Result date
Preprint submitted July 22, 2026

Why it matters: The conjecture has stood since 1938 and sits inside the Brunn–Minkowski theory of convex bodies and mixed volumes.

Limits: This is a same-day version-one preprint. No independent specialist assessment, journal acceptance or formal verification was located. The paper's uniqueness statement is for convex polytopes; it does not claim a full equality-case classification for every convex body.

Sources and record details

AI involvement: No substantive AI role was disclosed in the inspected manuscript.

Change history

  • — Added as a version-one preprint claim pending independent specialist review.
Mathematics · Algebraic combinatorics and spectral theory

Claimed counterexamples to the Duval–Reiner majorization conjecture

Preprint counterexamples; verification pending
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

Huang reports strict counterexamples to the majorization assertion for every index r at least 5 in some uniformity and for every uniformity q at least 3 at some index. The paper separately proves the universal second partial-sum inequality and classifies its equality cases.

Problem or result
Duval–Reiner majorization assertion for simplicial up-Laplacian spectra
Authors
Jing Huang
Institutions
Guangzhou University
Result date
Preprint submitted July 22, 2026

Why it matters: The result would delimit how far graph Laplacian majorization extends to higher-dimensional uniform simplicial families.

Limits: The counterexamples appear in a same-day version-one preprint. No independent recomputation, specialist assessment or journal review was located by the maintenance cutoff.

Sources and record details

AI involvement: No substantive AI role was disclosed in the inspected manuscript.

Change history

  • — Added as a version-one preprint disproof claim pending independent verification.
Mathematics · Function-field number theory

A counterexample to Thakur's conjecture on Carlitz–Wieferich primes

Preprint counterexample; reported independent check
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

The paper gives an explicit degree-five Carlitz–Wieferich prime over the field with 19 cubed elements. Because 19 does not divide five, the example contradicts the conjectured degree-divisibility condition.

Problem or result
Thakur's conjectural degree-divisibility condition for Carlitz–Wieferich primes in odd characteristic
Authors
David Niedbala Giraudin
Institutions
Independent researcher, Meaux, France
Result date
Version 2 submitted July 22, 2026

Why it matters: It overturns a conjectural pattern in function-field arithmetic that had survived earlier proofs in small degrees and extensive computations.

Limits: Version 2 corrected an unrelated exactness theorem to a conjecture. The counterexample remains in the manuscript, and the author reports an independent Magma check by Dinesh Thakur, but no separate verification artifact or journal review was located.

Sources and record details

AI involvement: No substantive AI role was disclosed in the inspected manuscript.

Change history

  • — Added from version 2. The entry discloses that former Theorem 4.2 was corrected from an exactness statement to a conjecture; the counterexample itself remains.

4 tracked records

Computer science breakthroughs

Computer Science · Quantum complexity theory

Separating QMA from QCMA with a classical oracle

Verified/published conference result
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The authors constructed a classical-oracle setting in which QMA, the class with quantum witnesses, is strictly larger than QCMA, whose witnesses are classical. The proof uses a decision problem called spectral Forrelation.

Problem or result
Whether quantum proofs can be strictly more powerful than classical proofs checked by a quantum verifier
Authors
John Bostanci, Jonas Haferkamp, Chinmay Nirkhe and Mark Zhandry
Institutions
Columbia, Saarland/Harvard, University of Washington, Stanford and NTT Research
Result date
November 12, 2025; published at STOC 2026 on June 9, 2026

Why it matters: It supplies the oracle separation quantum-complexity researchers had sought for roughly two decades and introduces techniques that may be useful beyond this problem.

Limits: This is a relativized oracle separation, not an unconditional proof that QMA differs from QCMA in the ordinary unrelativized setting. It is not a demonstrated hardware advantage.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

July 22, 2026 — Added the final ACM STOC 2026 proceedings record and changed “accepted” to “published.” The theorem statement and verification status are unchanged.

Computer Science · Computational complexity

Simulating Time With Square-Root Space

Verified/accepted conference result
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

Williams proved that every multitape Turing-machine computation running in time t can be simulated in O(sqrt(t log t)) space. This substantially improves the previous O(t/log t) universal bound.

Problem or result
The general relationship between computation time and memory, including the 50-year-old Hopcroft–Paul–Valiant simulation bound
Authors
R. Ryan Williams
Institutions
Massachusetts Institute of Technology
Result date
February 25, 2025; published at STOC 2025

Why it matters: The theorem is the first major improvement in half a century on a foundational time-versus-space simulation.

Limits: It does not prove P is different from PSPACE. Its formal scope is multitape Turing machines and related models, not immediate memory savings for production software.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

July 22, 2026 — Added the ACM STOC 2025 version of record; result and status unchanged.

Computer Science · Graph algorithms and data structures

Breaking the Sorting Barrier for Directed Single-Source Shortest Paths

Verified/accepted conference result
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The authors gave a deterministic O(m log^(2/3) n)-time algorithm for directed single-source shortest paths in the comparison-addition model. It is the first to beat Dijkstra's O(m + n log n) bound on sparse directed graphs in that model.

Problem or result
Single-source shortest paths in directed graphs with non-negative real edge weights
Authors
Ran Duan, Jiayi Mao, Xiao Mao, Xinkai Shu and Longhui Yin
Institutions
Tsinghua University, Stanford University and Max Planck Institute for Informatics
Result date
April 23, 2025; published at STOC 2025

Why it matters: The result shows that the sorting-like overhead in Dijkstra's method is not an unavoidable barrier for this foundational graph problem.

Limits: The improvement is asymptotic and model-specific to non-negative real weights in the comparison-addition model. It does not establish faster performance on current routing workloads or small-integer-weight graphs.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry.

Computer Science · Data structures, hashing and combinatorics

Optimal Bounds for Open Addressing Without Reordering

Disproof by counterexample; verified conference result
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The authors constructed open-addressed hash tables with better-than-expected search bounds, disproving the central conjecture in Andrew Yao's “Uniform Hashing Is Optimal.” They also proved matching lower bounds for the models studied.

Problem or result
Expected search and insertion costs in open-addressed hash tables without reordering
Authors
Martín Farach-Colton, Andrew Krapivin and William Kuszmaul
Institutions
New York University, University of Cambridge and Carnegie Mellon University
Result date
FOCS 2024; arXiv version January 4, 2025

Why it matters: The paper replaces a presumed 40-year-old barrier for one of computer science's most basic data structures with optimal bounds.

Limits: The result concerns a defined open-addressing model without reordering. It does not show that every real-world hash-table implementation should be replaced, and immediate engineering performance was not demonstrated.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry.

5 tracked records

Physics breakthroughs

Physics · Particle physics and lattice quantum chromodynamics

Hybrid calculation of hadronic vacuum polarization in muon g − 2 to 0.48%

Peer-reviewed publication
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

A hybrid lattice-QCD and experimental calculation determined the leading hadronic-vacuum-polarization contribution to 0.48% precision. With other Standard Model terms included, the prediction differs from the final experimental value by only 0.5 standard deviations.

Problem or result
The discrepancy between measured and predicted values of the muon's anomalous magnetic moment
Authors
A. Boccaletti, Sz. Borsanyi, A. Cotellucci, M. Davier, Z. Fodor and collaborators
Institutions
University of Wuppertal, Forschungszentrum Jülich, Université Paris-Saclay/CNRS, Aix-Marseille University/CNRS and partners
Result date
April 22, 2026

Why it matters: The calculation strongly weakens the former interpretation of muon g − 2 as evidence for undiscovered particles.

Limits: It does not remove every theory-level disagreement: tensions remain among some electron–positron datasets and between certain dispersive and lattice determinations. The careful conclusion is that the former anomaly is largely reconciled under the updated lattice-led prediction.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry; the 2026 theory result materially changed the interpretation of the June 2025 experimental precision update.

Physics · Experimental nuclear and particle physics

Direct observation of the Migdal effect induced by neutron bombardment

Peer-reviewed experimental observation
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

A purpose-built detector recorded six correlated nuclear-recoil and electron-track candidates among almost one million events, producing a reported significance above 5σ. The measured cross-section ratio agrees within uncertainty with theory.

Problem or result
Direct laboratory validation of the Migdal effect in neutral-particle collisions
Authors
Difan Yi, Qian Liu, Shi Chen and collaborators
Institutions
University of Chinese Academy of Sciences, Guangxi University, Central China Normal University, Lanzhou University and partners
Result date
January 14, 2026

Why it matters: The observation supplies an empirical anchor for light-dark-matter searches that use the Migdal effect to extend their sensitivity.

Limits: This was a controlled neutron–nucleus experiment, not a dark-matter detection. The signal rests on six candidate events, so replication in other target materials and recoil regimes remains important.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry.

Physics · Experimental particle and flavour physics

Observation of charge–parity symmetry breaking in baryon decays

Peer-reviewed experimental observation
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

LHCb measured significant asymmetries between a beauty baryon's decay rate and that of its antibaryon. This is the first observation of CP violation in baryon decay.

Problem or result
Whether CP violation, previously observed in mesons, can be observed in baryon decays
Authors
LHCb Collaboration
Institutions
International LHCb collaboration at CERN
Result date
March 25, 2025; published July 16, 2025

Why it matters: The result opens a new class of matter–antimatter asymmetry measurements and a new test bed for the Standard Model.

Limits: CP violation is already part of the Standard Model, and this result alone does not explain the universe's matter excess. It is not by itself evidence for a new force or particle.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry; preliminary reporting was followed by the peer-reviewed Nature publication.

Physics · Neutrino and nuclear physics

Direct observation of coherent elastic antineutrino–nucleus scattering

Peer-reviewed observation with statistical-strength caveat
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

CONUS+ inferred 395 ± 106 reactor-antineutrino signal events, consistent with the Standard Model expectation of 347 ± 59. The reported significance was 3.7σ.

Problem or result
Detecting coherent elastic neutrino–nucleus scattering with low-energy reactor antineutrinos
Authors
N. Ackermann, H. Bonet, A. Bonhomme, C. Buck and the CONUS Collaboration
Institutions
Max Planck Institute for Nuclear Physics and the Brokdorf and Leibstadt nuclear plants
Result date
Preprint April 1, 2025; published July 30, 2025

Why it matters: Reactor CEνNS enables compact neutrino detectors and a clean low-energy test of the Standard Model.

Limits: CEνNS was first observed by COHERENT in 2017 with higher-energy accelerator neutrinos; the novelty is the reactor-antineutrino signal in the fully coherent regime. Its 3.7σ strength is below the conventional 5σ particle-physics discovery threshold.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry.

Physics · Hadron spectroscopy and quantum chromodynamics

Observation of a B_c*+ meson with the ATLAS detector

Official collaboration preprint; awaiting journal publication
Evidence tier 1
Peer reviewed: No
AI role: No disclosed role

ATLAS reported a new state above 8σ significance with a mass and mass gap matching expectations for the long-predicted B_c*+ meson. The collaboration submitted the result to Physical Review Letters.

Problem or result
Completing the lowest-lying spectrum of the meson made from a bottom antiquark and a charm quark
Authors
ATLAS Collaboration
Institutions
International ATLAS collaboration at CERN
Result date
May 15, 2026

Why it matters: The state fills a basic gap in the heavy-meson spectrum and tests calculations of how the strong force binds two different heavy quark flavours.

Limits: This is a new composite hadron, not a new elementary particle or evidence beyond the Standard Model. At the cutoff date it remained an official collaboration preprint submitted to a journal.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

July 22, 2026 — Rechecked arXiv and INSPIRE. No refereed version or journal DOI was found; provisional/preprint-only status retained.

5 tracked records

Astronomy and astrophysics

Astronomy · Exoplanet detection and atmospheric spectroscopy

Discovery of an Exterior Third Planet Orbiting β Pictoris

Peer-reviewed discovery with independent observational confirmation
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

JWST spectroscopy revealed the carbon-monoxide fingerprint, position and motion of a third giant planet in the Beta Pictoris system. A separate VLT/JWST imaging team independently confirmed the object.

Problem or result
Finding planets hidden within the bright debris disk around the young star Beta Pictoris
Authors
Aidan Gibbs, Jean-Baptiste Ruffio, Alexis Bidot and collaborators
Institutions
University of California San Diego, Space Telescope Science Institute and partners
Result date
July 15, 2026

Why it matters: The discovery demonstrates a way to find planets amid bright circumstellar dust and creates only the second known system with at least three directly imaged planets.

Limits: The planet's mass, orbit, temperature and atmospheric abundances remain model dependent. It is a young giant planet, not an Earth analogue or a biosignature result.

Sources and record details

AI involvement: No generative-AI research assistance was disclosed; standard data-processing and modelling software were used.

Change history

Initial entry; qualifies for New and updated this week.

Astronomy · Astrochemistry, comets and planetary-system formation

Water D/H in 3I/ATLAS as a probe of formation conditions in another planetary system

Peer-reviewed observational result
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

ALMA constrained the water deuterium-to-hydrogen ratio in interstellar comet 3I/ATLAS to more than 6.6 × 10^-3. That lower bound is over 40 times Earth's ocean value and over 30 times typical Solar System comet values.

Problem or result
Measuring an isotopic formation tracer in material from outside the Solar System
Authors
Luis E. Salazar Manzano, Teresa Paneque-Carreño, Martin A. Cordiner and collaborators
Institutions
University of Michigan, NASA Goddard, JPL/Caltech, UC Berkeley, Observatoire de Paris/CNRS, NRAO and partners
Result date
April 23, 2026

Why it matters: The result provides a direct chemical constraint on planetary material formed around another star and points to unusually cold or weakly processed formation conditions.

Limits: The result is a lower bound derived from HDO detection and H2O non-detection, not a precise ratio. The birth-environment inference depends on chemical and excitation modelling and does not identify the comet's home star.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry.

Astronomy · Astroparticle physics and high-energy neutrino astronomy

Observation of an ultra-high-energy cosmic neutrino with KM3NeT

Peer-reviewed experimental observation
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

KM3NeT detected KM3-230213A, a through-going muon event consistent with a cosmic neutrino whose estimated energy is about 220 PeV. It is the highest-energy cosmic neutrino observed to date.

Problem or result
Extending neutrino observations into the ultra-high-energy regime and identifying their cosmic sources
Authors
KM3NeT Collaboration
Institutions
International KM3NeT collaboration
Result date
Observed February 13, 2023; published February 12, 2025

Why it matters: The event opens an observational window in which cosmogenic neutrinos and extreme cosmic accelerators may become distinguishable.

Limits: This is one event, its source has not been identified and origin scenarios remain speculative. A March 2025 author correction fixed a surname only and did not alter the scientific result.

Sources and record details

AI involvement: No AI assistance was disclosed in the paper or linked reporting.

Change history

Initial entry; the non-substantive author-name correction is recorded explicitly.

Astronomy · Gravitational-wave and black-hole astrophysics

GW231123: a Binary Black Hole Merger with Total Mass 190–265 M⊙

Peer-reviewed detection; interpretation model dependent
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The collaboration interpreted GW231123 as a black-hole merger with a total source-frame mass of 190–265 solar masses, the most massive such merger it had reported. Later peer-reviewed analyses found that component masses and spins depend strongly on waveform and possible signal-overlap assumptions.

Problem or result
Characterizing a short, high-mass gravitational-wave signal with strongly model-dependent source properties
Authors
LIGO Scientific, Virgo and KAGRA Collaborations
Institutions
International LIGO–Virgo–KAGRA network
Result date
Primary preprint July 10, 2025; interpretation updated May 26, 2026

Why it matters: A secure characterization would probe how very massive black holes form and grow through hierarchical mergers or other channels.

Limits: The detection is secure, but the event is extremely short and its exact source properties remain model dependent. A two-signal model is favoured in one likelihood comparison but has low prior probability and only modest background significance, while other studies attribute the discrepancies to waveform systematics.

Sources and record details

AI involvement: No generative-AI assistance was disclosed for the primary merger claim; a separate lensing analysis used deep-learning inference.

Change history

July 22, 2026 — Added the peer-reviewed ApJ Letters version of record. A new formation-channel preprint was reviewed but does not alter the entry’s model-dependent interpretation caveat.

Astronomy · Exoplanets and substellar systems

A planetary-mass exosatellite candidate around CD-35 2722 B

Peer-reviewed candidate; confirmation pending
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

High-resolution radial-velocity monitoring with VLT/CRIRES+ found an approximately 170-day wobble in the young brown dwarf CD-35 2722 B. The preferred interpretation includes an orbiting companion with a minimum mass of about 0.9 Jupiter masses.

Problem or result
Detecting a natural satellite outside the Solar System
Authors
Kevin Hoy, Alice Zurlo, P. A. Peña R. et al.
Institutions
European Southern Observatory; Universidad Diego Portales; Millennium Nucleus on Young Exoplanets and their Moons; collaborating observatories
Result date
Published July 22, 2026

Why it matters: The result is strong peer-reviewed evidence for a planetary-mass satellite around an extrasolar substellar object and demonstrates a radial-velocity route to satellite systems beyond the Solar System.

Limits: The host is a brown dwarf orbiting a star, not a planet, so calling the object an exomoon is partly definitional. The satellite interpretation still needs independent or astrometric confirmation, and radial velocity supplies a minimum rather than a true mass.

Sources and record details

AI involvement: No substantive AI role was disclosed in the inspected paper or official research summary.

Change history

July 22, 2026 — Added from the final peer-reviewed Nature paper. Values follow the published article rather than the earlier preprint; the satellite interpretation remains provisional pending independent confirmation.

5 tracked records

Medicine and public health

Medicine · In-vivo genome editing

A one-time in-vivo CRISPR treatment cut hereditary-angioedema attacks by 87% in a phase 3 trial

Peer-reviewed phase 3 result
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

In the randomized phase 3 HAELO trial, 80 participants received one 50-mg intravenous dose of lonvoguran ziclumeran or placebo. From weeks 5 through 28, mean monthly attack rates were 0.26 versus 2.10, an estimated 87% relative reduction.

Problem or result
Hereditary angioedema causes unpredictable, potentially life-threatening swelling attacks and usually requires continuing preventive treatment.
Authors
Danny M. Cohn et al.; HAELO Investigators
Institutions
International HAELO clinical sites; Intellia Therapeutics
Result date
June 13, 2026

Why it matters: It is the first placebo-controlled phase 3 result to show a large clinical benefit from a single systemic CRISPR treatment that edits cells inside the body.

Limits: The treatment remains investigational, the rare-disease cohort was small, and median follow-up was about 7.5 months. Long-term durability, off-target editing, late adverse effects and permanent kallikrein-suppression risks remain unresolved; Intellia funded the study.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Phase 3 results published online in the New England Journal of Medicine.
Medicine · Personalized genome editing

The first bespoke in-vivo base-editing medicine was designed and given to one infant

First-in-human proof of concept
Evidence tier 2
Peer reviewed: Yes
AI role: No disclosed role

Researchers created a lipid-nanoparticle-delivered adenine base editor for one infant's pathogenic CPS1 variant. After two infusions, the child tolerated more dietary protein and required about half the baseline nitrogen-scavenger dose during the short observation reported in the paper.

Problem or result
Carbamoyl-phosphate synthetase 1 deficiency is an ultra-rare genetic disorder that can cause dangerous ammonia accumulation, brain injury and death.
Authors
Kiran Musunuru, Rebecca C. Ahrens-Nicklas et al.
Institutions
Children's Hospital of Philadelphia; University of Pennsylvania; Innovative Genomics Institute; Broad Institute and collaborators
Result date
May 15, 2025

Why it matters: The case proves that an n-of-1 programmable genetic medicine can be designed, manufactured, reviewed and delivered on a clinically meaningful timescale.

Limits: This was one infant with no control group and only seven weeks of reported post-treatment observation. The fraction of liver cells edited was not directly measured, so the result does not establish a cure, durable efficacy, scalability or long-term safety.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Peer-reviewed n-of-1 treatment report published online.
Medicine · Gene therapy and hearing

The first gene therapy for OTOF-related genetic hearing loss won accelerated FDA approval

FDA accelerated approval
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The peer-reviewed CHORD report found that nine of 12 children met the week-24 auditory endpoint, six could hear soft speech without assistive devices and three reached average normal hearing sensitivity. The FDA later reviewed an ongoing single-arm study with 24 treated children, 20 of whom were efficacy-evaluable, and granted accelerated approval to Otarmeni after 80% of evaluable participants improved.

Problem or result
People with biallelic OTOF variants can have severe-to-profound congenital hearing loss because inner hair cells cannot transmit auditory signals normally.
Authors
Vassili Valayannopoulos et al.; CHORD Study Group
Institutions
Multicentre CHORD trial sites in North America and Europe; Regeneron Pharmaceuticals
Result date
April 23, 2026

Why it matters: Otarmeni is the first approved disease-modifying treatment for OTOF-related deafness and the first FDA-approved dual-AAV gene therapy.

Limits: Accelerated approval rests on a single-arm rare-disease trial and a hearing-sensitivity surrogate; continued approval may depend on durability and confirmation of speech-development and quality-of-life benefits. The indication is limited to molecularly confirmed biallelic OTOF variants with preserved outer hair-cell function and no prior implant in the treated ear.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — CHORD results published online in the New England Journal of Medicine.
  • — FDA granted accelerated approval to Otarmeni, formerly DB-OTO.
Medicine · HIV prevention

Twice-yearly lenacapavir prevented nearly all HIV infections in two phase 3 trials and became a WHO-recommended PrEP option

FDA-approved and WHO-recommended
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

PURPOSE 1 recorded zero HIV infections among 2,134 participants assigned twice-yearly lenacapavir, compared with infections in both daily-oral-PrEP groups; PURPOSE 2 showed similarly high prevention efficacy in a broader gender population. The FDA approved injectable lenacapavir for prevention in June 2025, and WHO recommended it as an additional PrEP choice in July 2025.

Problem or result
Daily oral HIV pre-exposure prophylaxis is highly effective when taken consistently, but adherence and access barriers reduce its real-world impact.
Authors
Linda-Gail Bekker et al., PURPOSE 1 Study Team; Colleen F. Kelley et al., PURPOSE 2 Study Team
Institutions
Multicountry PURPOSE trial networks; Gilead Sciences
Result date
July 14, 2025

Why it matters: A six-month injection can remove much of the day-to-day adherence burden that limits oral PrEP.

Limits: Public-health impact depends on price, equitable access, clinic capacity and timely HIV testing. Injection-site reactions occur, infection during the long pharmacologic tail can select resistance, and both phase 3 trials were manufacturer-sponsored.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — PURPOSE 1 efficacy result reported.
  • — PURPOSE 2 result published.
  • — FDA approval reported by WHO.
  • — WHO recommended twice-yearly injectable lenacapavir as an additional PrEP choice.
Medicine · Cell therapy and type 1 diabetes

Gene-edited donor islet cells survived and secreted insulin without immunosuppression for 14 months in one patient

First-in-human proof of concept
Evidence tier 2
Peer reviewed: Yes
AI role: No disclosed role

Gene-edited allogeneic pancreatic islets transplanted into the forearm muscle of one man with longstanding type 1 diabetes continued to show beta-cell function through 14 months without systemic immunosuppression. The investigators reported no detected immune response against the allograft.

Problem or result
Donor islet replacement can restore insulin production, but immune rejection normally requires chronic immunosuppression.
Authors
Per-Ola Carlsson, Xiaomeng Hu, Hanne Scholz et al.
Institutions
Uppsala University; UCSF; University of Oslo and Oslo University Hospital; Karolinska Institutet; Sana Biotechnology
Result date
Initial report August 4, 2025; follow-up July 10, 2026

Why it matters: Functional donor-cell survival without immunosuppressive drugs addresses the central barrier to off-the-shelf islet replacement.

Limits: This remains a one-person, uncontrolled early-phase result using a low cell dose; the participant did not become insulin-independent. Fourteen months does not establish population-level efficacy, lifetime immune evasion, malignancy or infection safety, or performance at a therapeutic dose. The registry still lists two planned participants and has stale completion dates.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — First-in-human result published online in the New England Journal of Medicine.
  • — Peer-reviewed NEJM follow-up reported beta-cell function and no detected graft-directed immune response through 14 months; status and evidence tier remain unchanged because the evidence still concerns one low-dose participant.

2 tracked records

Biology and biotechnology

Biology · Protein design and genome editing

AI plus evolutionary constraints produced compact, active RNA-guided genome editors

Peer-reviewed laboratory result
Evidence tier 2
Peer reviewed: Yes
AI role: Yes

Researchers combined machine-learning inverse folding with evolutionary and structural constraints to design synthetic TnpB nucleases. Experimentally screened variants matched or exceeded natural TnpB activity in bacterial, plant and human cells, and cryo-EM revealed stabilizing contacts created by the designs.

Problem or result
Many powerful genome editors are difficult to package and deliver, while unconstrained AI protein designs often fail when tested experimentally.
Authors
Petr Skopintsev, Isabel Esain-Garcia, Evan C. DeTurk et al.
Institutions
Innovative Genomics Institute; University of California, Berkeley; University of California, Los Angeles
Result date
July 16, 2026

Why it matters: The study closes a credible loop from AI sequence generation to cell activity and structural explanation while producing editors smaller than commonly used Cas9 proteins.

Limits: This is laboratory and cell evidence, not a therapeutic result. Editing activity does not establish genome-wide specificity, delivery, immunogenicity or safety, and only a small fraction of generated candidates passed experimental screening.

Sources and record details

AI involvement: Machine-learning inverse folding was a core sequence-design method, combined with evolutionary and structural constraints.

Change history

  • — Preprint posted.
  • — Peer-reviewed version published in Science.
Biology · Microbiology and antibiotic discovery

A Streptomyces megacluster encodes a naturally coordinated multi-drug antibiotic system

Peer-reviewed preclinical result
Evidence tier 2
Peer reviewed: Yes
AI role: No disclosed role

A conserved Streptomyces biosynthetic megacluster was shown to produce four natural-product families plus streptavidin that converge on bacterial biotin metabolism through complementary mechanisms. Stravidin S2 and alpha-Me-KAPA acted synergistically and improved efficacy in a mouse model of multidrug-resistant E. coli infection.

Problem or result
Conventional antibiotic discovery often isolates one molecule at a time and may miss naturally co-evolved combinations that attack a pathway at several points.
Authors
R. Gordzevich, M. Xu, W. Wang et al.
Institutions
McMaster University Institute of Infectious Disease Research; Biochemistry and Biomedical Sciences; David Braley Centre for Antibiotic Discovery
Result date
June 24, 2026

Why it matters: The work reveals naturally encoded combination therapy as an underexplored antibiotic-discovery strategy.

Limits: The efficacy evidence is preclinical; pharmacokinetics, toxicity, dosing, manufacturing and resistance evolution in humans are unknown. These compounds are not an approved treatment.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Mechanistic and mouse-efficacy study published in Nature.

2 tracked records

Chemistry and materials

Chemistry · Environmental remediation and circular materials

Ball milling destroyed diverse PFAS classes while recovering reusable fluoride

Peer-reviewed laboratory result
Evidence tier 2
Peer reviewed: Yes
AI role: No disclosed role

Potassium phosphate salts and solvent-free mechanochemical milling mineralized several PFAS classes, including PTFE, PVDF, PFOA and PFOS. The process recovered fluorine as KF and K2PO3F for reuse and also treated consumer materials and PFAS-loaded activated carbon.

Problem or result
Many PFAS remediation methods transfer contamination, consume large amounts of energy or work on only a narrow subset of persistent fluorochemicals.
Authors
Long Yang, Zijun Chen, Christopher A. Goult et al.
Institutions
University of Oxford; Colorado State University
Result date
March 26, 2025

Why it matters: The method couples broad fluorochemical destruction to recovery of useful fluorine rather than merely concentrating or transferring the waste.

Limits: The work is laboratory scale, and energy demand, reactor wear, lifecycle emissions, cost, heterogeneous waste handling and residue management need independent scale-up testing. A patent has been filed, and the result does not mean the global PFAS problem is solved.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Laboratory destruction and fluoride-recovery method published in Nature.
Chemistry · Biorefining and sustainable materials

A hybrid chemical-biological process converted lignin to adipic acid at a record reported single-product yield

Peer-reviewed process result
Evidence tier 2
Peer reviewed: Yes
AI role: No disclosed role

Reductive processing of poplar lignin produced alkyl-aromatic mixtures that catalytic oxidation converted to aromatic carboxylic acids at up to 73 wt%. Engineered Pseudomonas putida funnelled the mixture toward muconolactone and then adipic acid at up to 26 wt% relative to starting lignin.

Problem or result
Lignin is abundant but chemically heterogeneous, making it difficult to convert into one high-value product rather than low-value heat or a complex mixture.
Authors
Kathryn M. Mains, Chad T. Palumbo, Davide Rigo et al.
Institutions
National Laboratory of the Rockies; Oak Ridge National Laboratory; MIT; University of Wisconsin-Madison
Result date
June 10, 2026

Why it matters: Combining refinery-like redox chemistry with microbial funnelling offers a plausible route from lignin to one high-volume nylon precursor.

Limits: This is not a commercial refinery: feedstock variability, catalyst recovery, solvent and hydrogen demand, fermentation economics, purification, lifecycle carbon and scale remain open. The demonstrated yield is below the paper's 57 wt% theoretical maximum, and several authors filed a patent application.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Hybrid chemical-biological lignin-conversion study published in Nature.

1 tracked records

Earth science

Earth Science · Palaeoclimate

Antarctic ice extended direct greenhouse-gas measurements to three million years ago

Peer-reviewed; author correction incorporated
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

Discontinuous Allan Hills ice snapshots spanning about 3.1 to 0.5 million years ago showed no marked mean methane change and an approximately 20-ppm carbon-dioxide decline from 2.9 to 1.2 million years ago, followed by values stable within about 10 ppm across the mid-Pleistocene transition. Corrected 2.8- to 3.1-million-year samples yielded mean CO2 of 250 plus or minus 10 ppm.

Problem or result
Direct measurements of ancient atmospheric gases from ice had not previously reached far enough into the late Pliocene to constrain greenhouse-gas history over three million years.
Authors
Julia Marks-Peterson, Sarah Shackleton, John Higgins et al.
Institutions
Oregon State University-led COLDEX collaboration with Woods Hole, Princeton, Scripps/UC San Diego, Tongji, Maine, UC Santa Barbara and Shanghai Jiao Tong
Result date
March 18, 2026

Why it matters: Ancient air trapped in ice provides a more direct atmospheric measurement than many proxies and opens a new observational window on long-term climate evolution.

Limits: These are discontinuous blue-ice snapshots, not a continuous three-million-year core. Post-depositional effects and accumulation assumptions complicate interpretation, and the findings do not imply that today's rapid anthropogenic CO2 rise is harmless.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Greenhouse-gas snapshot record published in Nature.
  • — Author correction published and incorporated into the tracker summary.

1 tracked records

Human evolution

Human Evolution · Palaeogenomics and palaeoproteomics

Proteins and mitochondrial DNA identified the Harbin cranium as Denisovan

Two-method molecular identification
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

Mitochondrial DNA recovered from dental calculus clustered with early Denisovan lineages, while protein sequences from the cranium independently supported Denisovan affinity. Together the studies provide the first direct molecular link between a near-complete Middle Pleistocene skull and Denisovans.

Problem or result
Denisovans were known mainly from genomes and a small number of fragmentary fossils, leaving their cranial anatomy and the identity of several Asian fossils unresolved.
Authors
Qiaomei Fu, Peng Cao, Qingyan Dai et al.
Institutions
Chinese Academy of Sciences; University of the Chinese Academy of Sciences; University of Richmond; Max Planck Institute for Evolutionary Anthropology; Hebei GEO University
Result date
June 18, 2025

Why it matters: A substantially complete cranium gives researchers a far richer anatomical candidate for Denisovans and connects Asian fossils to molecular lineages.

Limits: Mitochondrial DNA follows only the maternal lineage and is not a nuclear genome; species labels such as Homo longi remain debated. The skull's discovery history, possible population mixing and the limits of molecular affinity mean the result does not settle every morphological or taxonomic question.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Companion palaeoproteomic and mitochondrial-DNA identifications published.

5 tracked records

Claims to watch, corrections and disputes

Ocean Science · Deep-sea geochemistry

Dark oxygen at the deep seafloor is formally disputed and under editorial review

Disputed; Editor's Note
Evidence tier 4
Peer reviewed: Yes
AI role: No disclosed role

The original paper reported rising oxygen concentrations in 25 benthic-chamber incubations over polymetallic-nodule fields and proposed a nodule-associated electrochemical source. A peer-reviewed critique raised replication, sensor, entrained-air and thermodynamic objections, and Nature Geoscience added an Editor's Note stating that concerns were under consideration.

Problem or result
The original study reported oxygen production in dark abyssal incubations, a result that would challenge assumptions about deep-ocean chemistry if it were real.
Authors
Andrew K. Sweetman, Alycia J. Smith, Danielle S. W. de Jonge et al.
Institutions
International deep-sea research collaboration in the Clarion-Clipperton Zone
Result date
July 22, 2024; disputed April 8, 2026

Why it matters: If independently reproduced, oxygen production without light in abyssal ecosystems would have major implications for deep-ocean chemistry and early-life environments.

Limits: The claim is not established and must remain outside the confirmed-breakthrough feed while editorial review and independent tests continue. Several critique authors disclosed affiliations or interests connected to deep-sea-mining companies or projects, so that conflict must be shown alongside the methodological objections.

Sources and record details

AI involvement: No substantive AI role was reported.

Change history

  • — Original dark-oxygen claim published in Nature Geoscience.
  • — Peer-reviewed critique published in Frontiers in Marine Science.
  • — Nature Geoscience added an Editor's Note stating that concerns were under consideration.
  • — Rechecked the article, Editor's Note and critique. No correction, retraction or resolved editorial response was found; disputed status retained.
Materials Science · Autonomous laboratories and research integrity

The autonomous A-Lab paper was corrected after its novelty claims were challenged

Corrected, not retracted
Evidence tier 4
Peer reviewed: Yes
AI role: Yes

The corrected record says the A-Lab successfully synthesized 36 of 57 targeted compounds and clarifies that the targets were new to the laboratory, not necessarily new to science. Previous experimental reports existed for many of the same or closely related compositions.

Problem or result
The original public story presented an autonomous laboratory as rapidly realizing novel inorganic materials, making the novelty and identification of its targets central to the claimed advance.
Authors
Nathan J. Szymanski, Bernardus Rendy, Yuxing Fei et al.
Institutions
Lawrence Berkeley National Laboratory; University of California, Berkeley; Google DeepMind
Result date
Correction published January 19, 2026

Why it matters: The autonomous platform remains important, but the correction materially narrows the novelty framing that drove the original breakthrough coverage.

Limits: The paper was corrected, not retracted. Independent chemistry reporting says some critics still consider the treatment of structural disorder insufficiently addressed, so the tracker should preserve the correction history rather than repeat the original novelty claim.

Sources and record details

AI involvement: Machine learning, language models, active learning and autonomous experiment planning were core components of the A-Lab platform.

Change history

  • — Original A-Lab article published in Nature.
  • — Nature published an author correction and updated the article's target-novelty framing and synthesis accounting.
  • — Rechecked the correction record. No retraction or later formal amendment was found; corrected, not retracted, status retained.
Physics · Quantum computing and topological matter

Microsoft Majorana 1 topological-qubit interpretation

Disputed topological interpretation
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

The peer-reviewed Microsoft paper demonstrated a single-shot interferometric fermion-parity measurement in an InAs–Al hybrid device. It did not unequivocally distinguish topological Majorana zero modes from trivial low-energy Andreev states.

Problem or result
Whether Microsoft's InAs–Al device data demonstrate a topological superconducting regime or Majorana zero modes
Authors
Microsoft Azure Quantum; critique by Henry F. Legg
Institutions
Microsoft Azure Quantum, University of St Andrews and University of Basel
Result date
Original paper February 19, 2025; critique and reply June 24, 2026

Why it matters: A verified topological regime would be important for fault-tolerant quantum computing, but the published evidence does not yet establish one.

Limits: A 2026 peer-reviewed critique argues that the selected transport regime appears disordered and gapless, suggesting trivial mechanisms; Microsoft published a simultaneous reply disputing that conclusion. Required wording: peer-reviewed device measurement; claimed topological/Majorana interpretation unverified and actively contested.

Sources and record details

AI involvement: No AI assistance was disclosed for the scientific experiment or analysis in the linked papers.

Change history

July 22, 2026 — Rechecked the published critique and reply. A separate Majorana 2 preprint was reviewed but does not resolve the Majorana 1 interpretation dispute; status unchanged.

Physics · Cosmology and dark energy

DESI evidence for evolving dark energy

Provisional and model dependent
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

DESI's three-year data, combined with CMB and supernova datasets, produced a 2.8σ–4.2σ preference for time-varying dark energy depending on the dataset and model. Several 2026 analyses found weaker or cosmological-constant-consistent results; the full DES Year 6 multi-probe analysis also reported only a weak, combination-dependent preference.

Problem or result
Whether dark energy changes over cosmic time rather than behaving as a cosmological constant
Authors
DESI Collaboration and independent cosmology teams
Institutions
Dark Energy Spectroscopic Instrument collaboration and partner institutions
Result date
March 19, 2025; countervailing analyses published in 2026

Why it matters: Confirmed evolving dark energy would require a major revision of the standard cosmological model.

Limits: No combination reached 5σ, and the inference changes with dataset, calibration and parameterization. Required wording: evidence suggesting evolving dark energy, model- and dataset-dependent; not a discovery.

Sources and record details

AI involvement: No AI assistance was disclosed as a contributor to the core cosmological result.

Change history

July 22, 2026 — Added the DES Year 6 multi-probe analysis for balance. Its weak, combination-dependent support does not change the provisional/model-dependent status; full five-year DESI results remain expected in 2027.

Astronomy · Exoplanet atmospheres and astrobiology

K2-18 b DMS/DMDS molecular and biosignature claim

Disputed; insufficient evidence
Evidence tier 1
Peer reviewed: Yes
AI role: No disclosed role

A 2025 JWST analysis reported about 3σ evidence for dimethyl sulfide and/or dimethyl disulfide in K2-18 b's atmosphere. Independent reductions found the MIRI result sensitive to binning and instrumental systematics and did not recover statistically significant DMS/DMDS evidence.

Problem or result
Whether JWST spectra establish dimethyl sulfide or dimethyl disulfide in K2-18 b's atmosphere
Authors
Nikku Madhusudhan and collaborators; independent reanalyses by Rafael Luque and collaborators
Institutions
University of Cambridge and independent JWST-analysis teams
Result date
Original analysis April 16, 2025; independent reanalyses from May 2025

Why it matters: A well-verified atmospheric biosignature on a temperate exoplanet would be a landmark result, which makes strict molecular and instrumental verification essential.

Limits: The molecules were degenerate, the significance was below the usual discovery threshold and plausible atmospheric or instrumental alternatives remain. Required wording: tentative and disputed molecular retrieval; not a biosignature detection and not evidence that life has been found.

Sources and record details

AI involvement: No AI assistance was disclosed as a contributor to the linked spectral-retrieval studies.

Change history

July 22, 2026 — Rechecked the original claim, independent reanalysis and systematic study. Added final journal links where available; the disputed/insufficient-evidence status is unchanged.

Methodology and evidence standards

Every record links to its strongest available primary evidence. Independent interpretation is added when it clarifies scope or verification. Institutional announcements can establish what an organization says, but they do not independently confirm that organization’s claim.

Tier Meaning How it is used
1 Primary paper, formal artifact, regulator decision, dataset or official collaboration report The controlling evidence for the result actually reported
2 Strong independent specialist interpretation or credible early peer-reviewed evidence Scope, significance and unresolved questions
3 Institutional announcement, preprint-only claim or incomplete evidence Provisional records and follow-up triggers
4 Materially disputed, corrected, under editorial review or retracted Displayed separately; never presented as an established breakthrough

Mathematical wording: “Proved,” “disproved,” “solved” and “settled” are used only when the exact statement, dimensional scope, proof artifact and review state justify them. A machine-checked proof verifies the encoded theorem and proof; specialists must still check that the encoding matches the intended problem.

Medical wording: A laboratory result, single patient, phase 3 trial, regulatory approval and public-health recommendation are different milestones. The tracker states which one occurred.

Weekly update log

22 July 2026 — follow-up source correction

Corrected the Friedlander–Iwaniec Gaussian-primes entry after the official Acta Mathematica accepted-paper list and Mehtaab Sawhney’s publication list showed that the paper was accepted on 22 July 2025. The tracker now marks it as accepted and awaiting final publication, rather than as an unreviewed preprint, and discloses the partial-summation error and minor inaccuracy corrected in arXiv version three. No new record was added in this follow-up pass.

22 July 2026 — weekly maintenance pass

Added three mathematics records as provisional claims: a claimed proof of Godbersen’s conjecture, counterexamples to the Duval–Reiner majorization assertion, and a counterexample to Thakur’s Carlitz–Wieferich-prime conjecture whose version-two correction is disclosed. Added the peer-reviewed CD-35 2722 B planetary-mass exosatellite candidate with its interpretation still marked provisional. Corrected the Hilbert’s tenth record to show one published proof and an independent proof forthcoming in JAMS; added a new scholarly analysis of the Jacobian counterexample without calling it peer review; updated the QMA-versus-QCMA oracle separation to its final STOC 2026 publication record; and extended the UP421 donor-islet record to its peer-reviewed 14-month follow-up. Rechecked every provisional, disputed, claimed-proof and preprint-only entry. The broad new Gromov–Ros proof claim remains off the tracker pending independent assessment. Source links were refreshed for several conference, astronomy and dispute records.

22 July 2026 — inaugural edition

Created the permanent tracker, established the evidence-tier system and added the first 24-month foundation. Mathematics received the broadest pass, including Erdős problems, conjecture disproofs, formal proofs and AI-assisted work. Physics, computer science, astronomy, medicine, biology, chemistry, Earth science and human evolution were added only where primary evidence supported a field-level advance. Disputed and corrected claims were separated from ordinary results.

Suggest a result or correction

Send the exact theorem, paper, preprint, dataset, regulator record or correction notice through the Kingy.ai contact page. Include a primary-source link and explain whether the item is published, preprint-only, formally verified, disputed or corrected.