Generative Artificial Intelligence (AI) represents a cutting-edge frontier in the field of machine learning and AI. Unlike traditional AI models focused on interpretation and analysis, generative AI is designed to create new content and generate novel data outputs. This includes the synthesis of images, text, sound, and other digital media, often mimicking human-like creativity … [Read more...] about The Ethical Algorithm: Balancing AI Innovation with Data Privacy
ethical guidelines
How Do We Make Machine Learning More Aligned with Human Values?
Cutting-edge algorithms and new research will continue to drive the advancement of machine learning. However, there's a more straightforward way of resolving many challenges in machine learning today, especially when it comes to ethics and better alignment with human values. And it is not surprisingly, not focused on the technology, but rather on the people using it. For … [Read more...] about How Do We Make Machine Learning More Aligned with Human Values?
Want To Contribute To An Upcoming Book?
I've just started working with O'Reilly on a new book, and we are looking for people to contribute their thoughts for inclusion in the book. The book is going to be called 97 Things About Ethics Everyone In Data Science Should Know. This book will be part of a larger series O'Reilly does called 97 Things, each of which contains -- wait for it -- 97 blog-length essays from a … [Read more...] about Want To Contribute To An Upcoming Book?
Seven Guidelines to Ensure Ethical AI
The organisation of tomorrow will be built around data, and it will require artificial intelligence to make sense of all that data. Artificial intelligence is a broad discipline with the objective to develop intelligent machines. AI consists of several subfields: Machine learning (ML), a subset of AI that enables machines to learn from data. Reinforcement learning, which is a … [Read more...] about Seven Guidelines to Ensure Ethical AI
Data, Metadata, Algorithms & Ethics
The topic of ethical big data use is one that will likely continue popping up in the headlines with increasing frequency in the coming years. As the IoT, AI, and other data-driven technologies become further integrated with our social identities, the more discussion regarding its regulation we will see. Recently, transparency advocates began pushing The Open, Public, Electronic … [Read more...] about Data, Metadata, Algorithms & Ethics
