How do artificial intelligence (AI) algorithms learn to predict and make decisions? Can we entrust them with decisions that affect our lives and societies? Are they neutral and as immune to societal imperfections as commonly thought? Nello Cristianini at the University of Bristol investigated challenges emerging from data-driven AI, addressing issues such as gender biases in AI algorithms, and shifts in people’s emotions reflected in social media content.
ERC grantee Martin Vechev, originally from Bulgaria, is a computer science professor at ETH Zurich and the leader of its research lab working in the field of artificial intelligence (AI). His ERC-funded project was the first to combine advanced programming languages with machine learning technics, aiming to fundamentally change how developers build software. Based on the results of his ERC project, he co-founded a start-up that was recently acquired by a leading cybersecurity company. In this interview, Vechev talks about his ERC-funded work, AI breakthroughs, and Europe’s future in the field of AI.
Quantum computers are the Holy Grail of information theorists. For years, scientists have been trying to crack their mysteries, to harvest their interesting applications. They are predicted to have tremendous computational power, exponentially larger than the computers available today. However, so far, they have been difficult to actually build. Prof. Ashley Montanaro will investigate the path from the theoretical foundations of quantum computing their applications to real-life problems.
Microwaves are widely employed in the technologies we use in our daily life - from global navigation systems (like GPS or Galileo), to the satellites used for the weather forecast. They are also important for more ambitious endeavors such as space navigation. The work of Prof. Yanne Chembo has contributed to the next generation of microwaves.
To this day, little is known about sudden unexpected death in epilepsy. Only very few cases have actually been witnessed or monitored. But that might be about to change. Wearable electronics could provide just the solution researchers have been looking for.
ELECTION SERIES #3
The traditional pencil-and-paper method to mark your vote in the polling booth has been gradually replaced by electronic voting machines in many countries, in Europe and beyond. Ensuring the security of electronic voting machines and quelling fears of vote-rigging have become ever more important. One ERC-funded researcher has been working tirelessly to develop such an e-voting system through two projects, SEEVS and its follow-up SEEVCA.
Alina Badescu is a young researcher, with her head in the sky and her thoughts firmly buried under layers of rock – in some of her native Romania’s most stunning salt mines. Her work focuses on neutrinos, small subatomic particles that can tell us a lot about the phenomena in the universe: the birth of stars, the explosion of supernovas, black holes.
The increasing development of wearable technology sparks the need for new, innovative ways to interact with our shiny gadgets. Deviating from the conventional approach based on touch-sensitive devices, Prof. Jürgen Steimle aims at producing body-worn user interfaces that can be applied directly on the skin. Highly personalised, biocompatible and ultrathin, these devices will seamlessly blend with the human skin to create a technological extension of our body.
ERC grantee Dr Kazuya Koyama, originally from Japan, tests gravity, specifically whether Albert Einstein’s general theory of relativity can be applied beyond our solar system. At present general relativity works in our galaxy but is less convincing at the far borders of our universe which is rapidly expanding and needs weird energy to explain this. Dr Koyama is hoping that observations in deep space will show that the theory can be modified to work on a larger scale so that this strange 'dark energy' is not needed – removing one of cosmology's biggest mysteries.
On the occasion of the signing of a new agreement with the Japanese Science and Technology Agency to encourage top Japanese researchers to temporarily join ERC-funded teams in Europe, the ERC interviewed Dr Kazuya Koyama about his international career and how he believes this helps strengthen scientific partnerships between researchers in Europe and Japan.
The amount of currently available biomedical data is overwhelming. Large databases exist at different scales, from genes, to proteins, to patients' histories. But what do scientists do with all this information? Serbian-born Professor Nataša Pržulj, from University College London, works with Big Data to establish patterns and gain knowledge that could revolutionise how we treat diseases.
