Ethical, responsible, and safe requirements for AI

Abstract: In a world increasingly shaped by AI technologies, addressing their technical, ethical, and fairness challenges becomes imperative. This talk will address the criticality of identifying ethical, responsible, and safe requirements for large language models, featuring published and ongoing research at Precog Lab https://precog.iiit.ac.in/. We'll discuss representation steering to make interpretable changes to language models, unlearning techniques to remove harmful knowledge in models, and methods to evaluate models' moral beliefs and biases.