Latest Complete Week
-
2026-08-31
Cognaptus DataHub Monitor
A monitored view of publication volume, topic momentum, weekly keywords, and selected papers across arXiv AI research categories.
Latest Complete Week
-
2026-08-31
Weekly Change
-595
papers versus prior complete week
Tracked Topics
24
subject-topic series available
Featured Papers
0
in the latest reporting period
This monitor is a structured view of selected arXiv categories, not a measure of all AI research. It is designed to make changes in research volume and topical attention easier to inspect over time.
The data is refreshed by an external research-processing workflow. Each panel states its coverage and remains available when other panels have not yet been generated.
Backend-smoothed monthly publication counts for the supplied arXiv subject series.
Centered 12-month moving average; edge months use the available partial window.
Monthly Signal
Share is matched papers divided by all papers in that subject's thin-index monthly volume. Topics overlap, so shares across topics may sum above 100%. Only subjects with available lexical indexes appear.
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.AI
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
cs.CL
2016-01 to 2026-08
2024-09 to 2026-08
Current Attention
2026-08-31 to 2026-09-06
Counts refer to papers containing each normalized keyword or phrase.
Human-Readable Starting Points
Selected records supplied by the research workflow for the latest reporting period.
Source: LitXR local arXiv category corpora. Open source
Categories: cs.AI, cs.LG, cs.CL.
Monthly publication volume uses the cs.AI, cs.LG, and cs.CL thin indexes. Identifier-derived dates are aggregated by month, the current incomplete month is excluded, and the chart uses a centered 12-month moving average.
Topic momentum uses each topic's share of all papers published in its subject that month, based on LitXR's ai_category_keywords_v1 lexical query set. A paper can match multiple categories, and only papers meeting the configured distinct-phrase threshold are counted.
A subject appears in topic momentum only after LitXR has built that collection's abstract lexical metadata and postings index.
Weekly keywords are normalized tags established in prior Cognaptus articles. Explicit stoplist terms and tags appearing in more than 10% of articles are excluded. Remaining terms rank by natural-log weekly lift multiplied by weekly paper count.
Featured papers are the highest-scoring current-week cs.AI paper in each lexical category. Canonical JSON is hydrated only after this bounded selection to obtain display metadata.