mlsanityData to 14 Oct 2026

Responsible AI Research Needs Impact Statements Too

arXiv 2311.11776 ↗First posted 20 Nov 2023cs.AI cs.CYcited by 7

Not on the map. Why?

Abstract (arXiv)

All types of research, development, and policy work can have unintended, adverse consequences - work in responsible artificial intelligence (RAI), ethical AI, or ethics in AI is no exception.

Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). Builds on 17 of its 44 references that are in the map. First posted on arXiv 20 Nov 2023.

Builds on

17 of 44 references.

References · 17

  1. 2019Measurement and Fairnesscited by 308
  2. 2022The Fallacy of AI Functionalitycited by 88
  3. 2019Roles for Computing in Social Changecited by 49
  4. 2022How Different Groups Prioritize Ethical Values for Responsible AIcited by 49
  5. 2022Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implicationscited by 32
  6. 2022The Forgotten Margins of AI Ethicscited by 30
  7. 2022Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethicscited by 28
  8. 2023WEIRD FAccTs: How Western, Educated, Industrialized, Rich, and Democratic is FAccT?cited by 28
  9. 2023AHA!: Facilitating AI Impact Assessment by Generating Examples of Harmscited by 26
  10. 2021Unpacking the Expressed Consequences of AI Research in Broader Impact Statementscited by 22
  11. 2021Institutionalising Ethics in AI through Broader Impact Requirementscited by 20
  12. 2022REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Researchcited by 20
5 more
  1. 2021AI Ethics Statements -- Analysis and lessons learnt from NeurIPS Broader Impact Statementscited by 16
  2. 2019A Mulching Proposalcited by 14
  3. 2023Walking the Walk of AI Ethics: Organizational Challenges and the Individualization of Risk among Ethics Entrepreneurscited by 12
  4. 2021It's Time to Do Something: Mitigating the Negative Impacts of Computing Through a Change to the Peer Review Processcited by 11
  5. 2023Much Ado About Gender: Current Practices and Future Recommendations for Appropriate Gender-Aware Information Accesscited by 1

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2024: 3; 2025: 2; 2026: 2.

7 papers.

  1. 2024The Human Factor in AI Red Teaming: Perspectives from Social and Collaborative Computingcited by 8
  2. 2024"I Am the One and Only, Your Cyber BFF": Understanding the Impact of GenAI Requires Understanding the Impact of Anthropomorphic AIcited by 8
  3. 2025Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigorcited by 7
  4. 2025Vibe Coding in Product Teams: Reconfiguring AI-Assisted Workflows, Prototyping, and Collaborationcited by 4
  5. 2024WEIRD ICWSM: How Western, Educated, Industrialized, Rich, and Democratic is Social Computing Research?cited by 1
  6. 202615 Years of Augmented Human(s) Research: Where Do We Stand?cited by 0
  7. 2026Abstracted Away: Resisting Alienation and Ungrounded Abstraction in AI Research Communitiescited by 0