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Certifying Quantum Gates via Automata Advantage
Anna Schroeder, Lucas B. Vieira, Jan N\"oller, Nikolai Miklin, Mariami Gachechiladze
https://arxiv.org/abs/2510.09575 https:…

Certifying Quantum Gates via Automata Advantage
There is growing interest in developing rigorous tests of quantumness that are feasible even before practical quantum advantages become a reality. Such tests not only aim to certify the quantum nature of a system but also serve as benchmarks for precise quantum control. In this work, we argue that promise problems, studied in the theory of finite automata, provide a natural framework for designing sound tests of quantum gate quality. Soundness, the property that only implementations of sufficie…

Synthetic CVs To Build and Test Fairness-Aware Hiring Tools
Jorge Saldivar, Anna Gatzioura, Carlos Castillo
https://arxiv.org/abs/2508.21179 https://arxiv.…

Synthetic CVs To Build and Test Fairness-Aware Hiring Tools
Algorithmic hiring has become increasingly necessary in some sectors as it promises to deal with hundreds or even thousands of applicants. At the heart of these systems are algorithms designed to retrieve and rank candidate profiles, which are usually represented by Curricula Vitae (CVs). Research has shown, however, that such technologies can inadvertently introduce bias, leading to discrimination based on factors such as candidates' age, gender, or national origin. Developing methods to measu…