Joint initiative for trustworthy AI

In spring 2024 the new Alps supercomputer goes live at the Swiss National Supercomputing Centre (CSCS) of ETH Zurich in Lugano. Boasting the next generation of more than 10,000 graphics processing units (GPUs), Alps is one of the world’s most powerful computers for applications in the field of artificial intellignce (AI). This new computer gives Swiss scientists access to the sort of computing power only available to the world’s biggest tech companies.

The new supercomputer therefore gives Switzerland a significant competitive advantage over international rivals. This is because the infrastructure for supercomputing is in short supply worldwide due to the rapid development of generative AI and – where available – is mostly owned by a handful of large multinationals. “Through this joint initiative we want to exploit our advantage as a location and make Switzerland’s expertise in artificial intelligence transferrable to society as a whole,” explains Christan Wolfrum, ETH Vice President for Research. “Science must assume a pioneering role in such a forward-looking field, rather than leaving it to a few multinational corporations. Only in this way can we guarantee independent research and Switzerland’s digital sovereignty.”

Transparency and Open Source LLMs

The aim of the initiative is to develop and train new large language models (LLM). These must be transparent, deliver comprehensible results and ensure legal, ethical and scientific criteria are met. “Unlike the large language models that are usually available in the public domain today, the Swiss AI Initiative strongly emphasized transparency and Open Source. Everyone must be able to understand how the models were trained, the sort of data used, and how results are recovered,” stresses Jan Hesthaven, Provost and Vice President for Academic Affairs at EPFL.

To develop such models, the Swiss AI Initiative will use ten million GPU hours on the new Alps computer over the next 12 months, equivalent to the computing power of a single GPU running at full load for over 1,100 years.

Swiss AI Initiative already up and running

This additional computing capacity will be used to develop new, industry-specific AI base models for use in different areas such as robotics, medicine, climate sciences or diagnostics. In addition, the Initiative will also explore fundamental questions in the development and use of LLM models, such as: What form will future interaction between humans and AI take? What is the appropriate ethical framework? How do we manage security and data privacy? What new approaches can be used to scale up models and make them more energy efficient?

The Swiss AI Initiative has set itself the goal of bringing together science, industry and politics to collaborate in shaping and driving forward the development and use of artificial intelligence in Switzerland. Existing partnerships with companies, hospitals and public-sector bodies will be expanded further.

Supporting start-ups

The software infrastructure, accumulated expertise and base models developed in Switzerland should be transferable as openly and directly as possible to society and industry. To remain competitive, SME’s will also have to rely increasingly on the use of AI in future. Like public services, they will be able to directly benefit from the open Swiss AI Initiative. On top of that, the Swiss AI Initiative is developing a programme for supporting start-ups in the area of artificial intelligence.

ETH Zurich and EFPL operate their own AI centres that will work closely together in future, along with the Swiss Data Science Center, to conduct world-class interdisciplinary AI research. This initiative aims to pool the specialist knowledge of around a dozen Swiss universities, technical universities and research institutes. Over the past few months over 75 professors from all over Switzerland have signed up to the initiative. In addition, other international researchers have also been invited to work together on the development of multilingual, cross-border open source LLMs. ETH Zurich and EPFL are already members of ELLIS, the European network of AI excellence, which incudes some 40 AI hot spots in Europe.

(Press release / SK)