Watch tracked AI conferences and ingest them as their papers go live. For the current and next year, web-search each conference's date; when a conference is within ~3 months, check (web search + `ai-trend probe`) whether its accepted papers are published on OpenReview/thecvf; if so, ingest and analyze it and update CONFERENCES.md. Use for the monthly/scheduled conference-watch run.
Add a conference-year to AI-Trend from a single URL (OpenReview group/venue URL, or an openaccess.thecvf.com CVPR/ICCV URL). Runs the whole pipeline: download paper metadata, extract + curate topics, assign labels, optionally fetch citation counts, regenerate trends and the GitHub Pages site, and open a PR. Use when the user pastes a conference URL and asks to add/track it.
Autonomously curate candidate keywords into the AI-Trend taxonomy. Given a conference papers CSV, extract candidate keywords, decide for each whether it is noise, belongs to an existing topic, seeds a new emerging topic, or should be parked in the "other" bucket, then apply the decision and assign topics. Use when adding a new conference-year or refreshing topic assignments.