About this digest

Every weekday morning Claude, an AI model by Anthropic, reads the new arXiv papers in math.DS (Dynamical Systems) and math.GN (General Topology) and sorts them by how closely they match a research profile in topological dynamics and continuum theory.

The ranking follows that one profile, listed in full below. Anyone with overlapping interests is welcome to read along.

How papers are sorted

High priority
Central to the research profile below, or written by a followed author. Each gets a structured summary.
Related / possibly interesting
A real connection to the profile without being central. Also summarized.
Low priority
Everything else; listed by title only and collapsed by default.
Top picks
Up to three papers per day suggested as the first ones to read.

“High priority” means high priority for this profile, not a judgement of quality or importance.

Research profile

High priority, when one of these is central

A math.GN paper about continua, inverse limits or one-dimensional spaces counts as high priority even without any dynamics.

Related / possibly interesting

Usually low priority

Smooth, ODE or PDE methods alone never push a paper down when a high-priority theme is central; when in doubt between related and low, a paper is marked related.

High and related papers carry one to three topic tags from this list:

continuum theoryinverse limitsinterval and graph mapscircle and one-dimensional dynamicsplanar and surface dynamicsmixing and transitivityshadowing and specificationgenericityentropy and chaossymbolic dynamicsminimal systems and factorsgroup actionsergodic theorycomplex dynamicssmooth and hyperbolic dynamicsflows and foliationscelestial mechanicshyperspaces and descriptive topologyfractals and dimensionsurvey

How it is made

At 05:30 (Warsaw time) a GitHub Action saves the official arXiv RSS listing for math.DS and math.GN and extracts the text of the new papers. At about 07:00 Claude, an AI model by Anthropic, reads every title and abstract, classifies the papers and writes the summaries; the site is then rebuilt and published. Summaries are based on the title and abstract. For high-priority papers Claude also reads the introduction, and for the day's top picks a longer part of the paper; that reading appears in the “In the paper” section of the paper's card. Even so, summaries can miss or misstate details, and proofs are not checked. Always check the paper itself.

Replacement-only announcements and papers already reported on an earlier day are skipped. The reports for 5–8 October 2026 were rebuilt from archived math.DS listings and do not include math.GN.

Following along

Credits

Adapted from daily-math-ds-digest by Xulei Wang, whose rendering, validation and archive design this site reuses. Formulas are rendered with MathJax ahead of time.