Who Wins and Who Loses When AI Makes Decisions скачать в хорошем качестве

Who Wins and Who Loses When AI Makes Decisions

AI is increasingly making decisions once left to humans — hiring, promotions, credit approvals, even court sentencing. But algorithms aren’t neutral: they reflect trade-offs between accuracy, fairness, and other competing goals. Economist Alireza Fallah discusses his research on the economics of algorithmic decision-making, revealing: -How AI shifts incentives for organizations and individuals -Why “fair” isn’t always straightforward — and sometimes comes at a cost -How better policy and transparency can prevent new forms of discrimination Learn more about his recent work: How Good Are Privacy Guarantees? Platform Architecture and Violation of User Privacy https://www.nber.org/papers/w31413 Optimal and Differentially Private Data Acquisition: Central and Local Mechanisms https://pubsonline.informs.org/doi/10... On Three-Layer Data Markets https://arxiv.org/abs/2402.09697