DevConf.CZ 2025

More privacy, better social welfare: advantages of using quantum resources to solve everyday problems
2025-06-12 , D0206 (capacity 154)

While it is true that quantum computers can provide more computational power than classical computers, they also allow to solve problems in a different manner. And this latter aspect, although interesting by itself, is often overshadowed by the former.

In this talk, I would like to shed some light on it.

Many real-life situations where people might have conflicting interests can be modeled as non-cooperative, multipartite games. Think, for example, of people driving through road-crosses, or competing over resources.

A recent game-theoretic approach [1] has shown that allowing "players" in these games to have access to quantum resources enables
- better coordination in joint decisions
- new Nash equilibria and improved social welfare
- decrease in cheating strategies, by limiting the access to the quantum resources
- enhanced privacy, when compared to classical strategies to attain similar improvements.

This translates solving social problems, where people might have conflicting interests, in a better way.

[1] https://doi.org/10.22331/q-2024-06-17-1376 (paper published in 2024)


What level of experience should the audience have to best understand your session?

Beginner - no experience needed

I am originally a physicist, and specialized in Quantum Computing (both theoretical and experimental), in which I have a PhD.

In 2019 I decided to part from academia and started working as an MLOps Engineer. With time, I was ever more drawn to the programming and DevOps aspects, and now I work as a Software Engineer at Red Hat.