{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "omni-scientist-awesome-ai-scientist--review-safety-policy-for-autonomous-research",
 "repo": "Omni-Scientist/Awesome-AI-Scientist",
 "repo_url": "https://github.com/Omni-Scientist/Awesome-AI-Scientist",
 "repo_slug": "omni-scientist-awesome-ai-scientist",
 "title": "Review safety and policy readings for autonomous research",
 "page_title": "How to review safety and policy readings for autonomous research with Awesome AI Scientist",
 "summary": "Collect the safety, ethics and policy sources on AI systems that run research.",
 "who": "A research lead or policy writer who must set rules for using autonomous AI in a lab or team.",
 "problem": "Autonomous research agents raise safety and ethics questions, and the sources on them are spread out.",
 "outcome": "You have a reading list of about five safety, ethics or policy sources with a one-line note on each.",
 "steps": [
  "Open the Safety, Ethics & Policy section of the README.",
  "Read the titles and select the five sources closest to your team's use case.",
  "Open each linked paper and note the risk or rule it discusses.",
  "Draft a short summary of the common points for your team."
 ],
 "agent_prompt": "Using the README of Omni-Scientist/Awesome-AI-Scientist, pick five entries from the Safety, Ethics & Policy section that relate to <use case>. Return each title, link and a one-sentence note on the risk it covers, and check that each note matches the linked paper's abstract.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "The section lists sources to read, so the policy conclusions come from those sources, not from this list.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "A web browser to read the README and follow GitHub links",
  "A GitHub account if you plan to clone or fork a linked repository",
  "A Python environment for running any linked project (the list is tagged Python)",
  "Time to read each linked project's own README, since this list does not contain install instructions"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/omni-scientist-awesome-ai-scientist/review-safety-policy-for-autonomous-research/",
 "md": "https://dedupedai.com/use-cases/omni-scientist-awesome-ai-scientist/review-safety-policy-for-autonomous-research/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/omni-scientist-awesome-ai-scientist--review-safety-policy-for-autonomous-research.json",
 "api_version": "v1"
}