Shir Raviv
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shirraviv.bsky.social
Shir Raviv
@shirraviv.bsky.social
Postdoc at the Data Science Institute, Columbia University | Nonresident fellow at the ISPS, Yale University | Studying the politics of AI usage.

https://www.ravivshir.net
The study offers a framework for identifying where AI tools are appropriate, where they may trigger backlash, and where combining algorithmic assessment with human judgment is most appealing. #AIGov #AIPolicy #AIEthics #AIregulations 6/6
May 12, 2025 at 4:18 PM
➡️ I also experimentally assess the political implications of these views, demonstrating that employing algorithms in contexts where citizens perceive them as unfair significantly undermines the legitimacy of the policy decisions and interventions they inform. 5/6
May 12, 2025 at 4:18 PM
➡️ I show that across a wide range of domains, people are more likely to accept algorithmic systems in decisions designed to assist rather than punish and in contexts requiring inferences about collectives rather than individuals. 4/6
May 12, 2025 at 4:18 PM
I introduce a new theory, arguing that views on this matter vary as a function of:
1️⃣ the objective of the decision at stake;
2️⃣ the population directly affected by the decision.

I test the theory using original experiments embedded in a national U.S. survey. 3/6
May 12, 2025 at 4:18 PM
Government agencies increasingly use algorithmic systems to make high-stakes decisions (policing, welfare, education), often without public knowledge or consent.

I systematically explore when citizens accept or resist these tools in governance. 2/6
May 12, 2025 at 4:18 PM