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False Consensus Biases AI Against Vulnerable Stakeholders

https://doi.org/10.2139/ssrn.4876227
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.giq.2019.07.004openalex-snapshot
How and where is artificial intelligence in the public sector going? A literature review and research agenda
inferredcites →https://doi.org/10.1016/j.jvb.2020.103445openalex-snapshot
Latent profile analysis: A review and “how to” guide of its application within vocational behavior research
inferredcites →https://doi.org/10.1037/xge0000033openalex-snapshot
Algorithm Aversion: People Erroneously Avoid Algorithms after Seeing Them Err
inferredcites →https://doi.org/10.1038/s41562-021-01143-3openalex-snapshot
Behavioural science is unlikely to change the world without a heterogeneity revolution
inferredcites →https://doi.org/10.1073/pnas.1317505111openalex-snapshot
Gaining trust as well as respect in communicating to motivated audiences about science topics
inferredcites →https://doi.org/10.1073/pnas.1910125116openalex-snapshot
Veil-of-ignorance reasoning favors the greater good
inferredcites →https://doi.org/10.1080/01944366908977225openalex-snapshot
A Ladder Of Citizen Participation
inferredcites →https://doi.org/10.1093/oso/9780190905033.003.0004openalex-snapshot
The Moral Psychology of AI and the Ethical Opt-Out Problem
inferredcites →https://doi.org/10.1093/oxartj/8.2.63openalex-snapshot
Distinction. A Social Critique of the Judgement of Taste
inferredcites →https://doi.org/10.1111/j.1467-9280.2006.01824.xopenalex-snapshot
Power and Perspectives Not Taken
inferredcites →https://doi.org/10.1126/science.aao4408openalex-snapshot
Improving refugee integration through data-driven algorithmic assignment
inferredcites →https://doi.org/10.1145/3025453.3025884openalex-snapshot
A Human-Centered Approach to Algorithmic Services
inferredcites →https://doi.org/10.1145/3290605.3300271openalex-snapshot
Toward Algorithmic Accountability in Public Services
inferredcites →https://doi.org/10.1145/3377325.3377489openalex-snapshot
Human-in-the-loop AI in government
inferredcites →https://doi.org/10.1145/3491102.3501998openalex-snapshot
Model Positionality and Computational Reflexivity: Promoting Reflexivity in Data Science
inferredcites →https://doi.org/10.1145/3551624.3555290openalex-snapshot
Power to the People? Opportunities and Challenges for Participatory AI
inferredcites →https://doi.org/10.1146/annurev-psych-010416-044153openalex-snapshot
How Power Affects People: Activating, Wanting, and Goal Seeking
inferredcites →https://doi.org/10.1177/00222437221110139openalex-snapshot
Algorithmic Transference: People Overgeneralize Failures of AI in the Government
inferredcites →https://doi.org/10.1177/0146167216636628openalex-snapshot
Looking Out From the Top
inferredcites →https://doi.org/10.1177/0956797616674999openalex-snapshot
The Relationship Between Mental Representations of Welfare Recipients and Attitudes Toward Welfare
inferredcites →https://doi.org/10.2139/ssrn.2676346openalex-snapshot
Report of the Special Rapporteur on Extreme Poverty and Human Rights
inferredcites →https://doi.org/10.2139/ssrn.3501067openalex-snapshot
AI in Adjudication and Administration: A Status Report on Governmental Use of Algorithmic Tools in the United States
inferredcites →https://doi.org/10.2139/ssrn.3551505openalex-snapshot
Government by Algorithm: Artificial Intelligence in Federal Administrative Agencies
inferredcites →https://doi.org/10.2139/ssrn.3805329openalex-snapshot
Artificial Intelligence in Welfare: Striking the Vulnerability Balance?
inferredcites →https://doi.org/10.2307/3178066openalex-snapshot
Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective
inferredcites →https://doi.org/10.3386/w26744openalex-snapshot
Identity Verification Standards in Welfare Programs: Experimental Evidence from India
inferredcites →https://doi.org/10.4230/lipics.forc.2026.7openalex-snapshot
Social Choice Should Guide AI Alignment in Dealing with Diverse Human Feedback
inferredcites →https://doi.org/10.48550/arxiv.2402.05070openalex-snapshot
A Roadmap to Pluralistic Alignment
inferredcites →https://doi.org/10.52202/068431-2766openalex-snapshot
Fine-Tuning Language Models to Find Agreement Among Humans with Diverse Preferences

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1038/d41586-025-02266-7openalex-snapshot
Why evaluating the impact of AI needs to start now
inferred← citeshttps://doi.org/10.4018/979-8-3373-8423-8.ch001openalex-snapshot
Welfare Systems, Data, and Analysis
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