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Federated Learning: The Future of AI Without Compromising Privacy

Federated Learning (FL) has become a paradigm-shifting technology in AI, allowing data scientists to work with private data. In comparison to the standard machine learning approach, where all the individual client data must be collected and moved to a centralized server, with the Federated Learning approach, model training can be done directly on the clients […]

Fairness and Bias in AI Applications for the Labor Market

For the 2024 Applied Machine Learning Days (AMLD) conference held at EPFL, the BFH Applied Machine Intelligence group and NLP expert Dr. Elena Nazarenko organized a track on fairness in AI applications in the labor market. The conference brings together over 1500 participants from over 40 countries across industry, academia, and government. For this year’s […]

“We seek a relationship in every interaction – even with AI”

19. April 2024/in Augmented Intelligence EN, Podcast EN/by Anne-Careen Stoltze

AI is already present in many areas, even if this is not always obvious. Awareness of this is particularly important in sensitive contexts such as medical care. Elisa Konya Baumbach, lecturer in marketing and consumer psychology, is focussing intensively on this topic. The spread of voice assistants such as Alexa and Siri is widespread and […]

Resource paradoxes of digital transformation (1) – the digital death of productivity

3. April 2024/in Augmented Intelligence EN, Column EN/by Reinhard Riedl

Today’s world is characterised by exuberant diversity – the number of human tasks is growing and the number of solution tools is increasing. A key driver of this is the use of digital technologies. It expands the possible scope of action for everyone and removes obstacles to action. The fact that this sometimes seems quite […]

More than a chatbot – how AI can be used responsibly in companies

12. March 2024/in Augmented Intelligence EN, Professional Contribution EN/by Mascha Kurpicz-Briki

ChatGPT, Midjourney & Co. have shown how much potential software with machine learning has. However, in order to shape this change responsibly, the risks of these technologies must also be taken into account. Our researcher Mascha Kurpicz-Briki analyses how AI can be used responsibly in companies. Nowadays, the term artificial intelligence usually refers to machine […]

Networking and loss of consistency (3) – the missing technologies

8. March 2024/in Augmented Intelligence EN, Column EN/by Reinhard Riedl

Is progress really accelerating? Is AI the technology of the future that will replace all others? Will we humans be relegated to the spectator stands in the long term? The answer to all these questions is currently the same: it is possible, but it does NOT look that way at the moment. Technology development is […]