Andreas Holzinger

Andreas Holzinger pioneered in interactive machine learning with the human-in-the-loop promoting robustness and explainability to foster trustworthy AI. He advocates a synergistic approach of Human-Centered AI (HCAI) to put the human in-control of AI, aligning AI with human values, ethical principles, and legal requirements to ensure secure and safe human-machine interaction. 

AI is remarkably successful due to advances in statistical ML. The power of large language models (e.g. LLaMA, Alpaca, LaMDA/Bard, Chinchilla, ChatGPT, GPT-4, ...) demonstrate the current state-of-the-art in AI.  Such models even outperform humans in certain tasks. Humans are sometimes excellent at multimodal reasoning and can embed new information almost instantly into a conceptual knowledge space shaped by individual experience and previous knowledge ("Hausverstand"). Andreas works on generating added values of AI in domains that impact human life (agriculture, climate, forestry, health, soil, ...).