ELIAS, ELLIOT & ENFIELD Theme Development Workshop on Trustworthy AI
The deployment of Artificial Intelligence in critical infrastructure and daily life necessitates a shift beyond mere performance, toward systems that are inherently reliable, ethically aligned, and environmentally conscious. As AI moves from the lab to real-world applications in sectors like healthcare, mobility, and energy, ensuring the “Trustworthiness” of these systems is paramount to their societal acceptance and long-term viability.
The workshop brings together leading researchers and industry experts to address the multidimensional challenges of modern AI governance. The workshop is structured into three thematic pillars:
Frugality: Exploring resource-efficient AI and “Green AI” techniques to minimize the computational and environmental footprint of large-scale models.
Fairness: Addressing algorithmic bias, transparency, and socio-technical alignment to ensure AI systems promote equity and prevent discrimination.
Trust: Enhancing the robustness, security, and explainability of AI to build systems that are resilient to adversarial threats and reliable in high-stakes decision-making.