{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "kaiwu5-awesome-ai4ai--scan-weekly-ai4ai-papers",
 "repo": "KaiWU5/Awesome-AI4AI",
 "repo_url": "https://github.com/KaiWU5/Awesome-AI4AI",
 "repo_slug": "kaiwu5-awesome-ai4ai",
 "title": "Build a weekly reading list of AI-for-AI papers",
 "page_title": "How to build a weekly reading list of AI-for-AI papers with Awesome AI4 AI",
 "summary": "Pull the weekly top picks and ranked papers into a short, dated reading list for your team.",
 "who": "A research lead at an AI lab who must stay current on AI-for-AI work each week without reading every paper.",
 "problem": "New AI-for-AI papers and releases appear faster than a team can track by hand.",
 "outcome": "A short, dated list of papers to read, each linked to its primary source.",
 "steps": [
  "Open https://github.com/KaiWU5/Awesome-AI4AI and read the Weekly News · Top 10 table.",
  "Note the rows whose type is Paper or Research release and copy their links.",
  "Check the Live Rankings section for the most-cited papers of the current year.",
  "Star or watch the repository so you see the next weekly update.",
  "Save the list with the date and the source link for each entry."
 ],
 "agent_prompt": "Using the repo KaiWU5/Awesome-AI4AI, read the Weekly News · Top 10 table and list each entry as date, type, title, and link to its primary source. Expected output: a markdown table of up to 10 rows. Verify that every link points to the source named in its row, not to a third-party summary.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "15 minutes",
 "basis": "readme",
 "caveat": "The README says rankings are discovery aids and not quality scores, so the list shows popularity signals, not verified quality.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "A web browser, or an agent that can read GitHub pages",
  "A place to save a short list or table of entries"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/kaiwu5-awesome-ai4ai/scan-weekly-ai4ai-papers/",
 "md": "https://dedupedai.com/use-cases/kaiwu5-awesome-ai4ai/scan-weekly-ai4ai-papers/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/kaiwu5-awesome-ai4ai--scan-weekly-ai4ai-papers.json",
 "api_version": "v1"
}