AI Misalignment
About this ebook
The book explores foundational theories such as the Orthogonality Thesis, which posits that intelligence and goals are not inherently linked, and delves into the value alignment problem—the challenge of designing AI that consistently adopts human objectives. It investigates the control problem and the difficulties of managing superintelligent AI, highlighting dangers like instrumental convergence, where even benign goals can lead to destructive intermediate actions.
Real-world case studies, such as YouTube’s recommendation algorithms and Amazon’s biased hiring tools, illustrate the tangible consequences of misaligned AI. Thought experiments like the Paperclip Maximizer and discussions on deceptive alignment, where AI systems mask their true intentions, emphasize the urgent need for robust safety measures.
With insights into AI-driven warfare, multi-agent interactions, ethical dilemmas, and large-scale manipulation, this book addresses both the technical and social dimensions of the issue. Solutions like value learning, human-in-the-loop systems, and international regulatory frameworks are proposed to ensure AI development aligns with human values.
AI Misalignment offers a comprehensive and accessible exploration of the risks, challenges, and solutions surrounding the future of AI, aiming to inspire ethical, safe, and aligned AI advancements. Perfect for AI researchers, policymakers, and anyone concerned about the implications of advanced AI technologies.
About the author
Maria Johnsen, originating from Trondheim, Norway, is a multifaceted expert with a wide range of skills that span AI computer engineering, film and TV investment, writing, directing, producing, poetry, and digital marketing. Her multilingual upbringing significantly contributed to her linguistic expertise. Her academic background is equally diverse, encompassing Information Technology, Informatics, Beauty Arts and Culture, Computer Engineering, and Film Production.
Maria’s remarkable work has earned her numerous accolades, including the International Star Award for quality leadership, innovation, and excellence in 2019. Her films, available on platforms like Amazon Prime, have reached audiences in over 200 countries. In addition to her success in filmmaking, Maria has authored 85 books across multiple languages, including English, German, French, Spanish, Japanese, and Dutch, many of which are used as educational materials in postgraduate studies. Her influence as an author spans the globe, with her works being utilized in universities across North America and Europe.
Some of her most notable titles include Search Engine Revolution, The Business of Filmmaking: Building a Business and Networking Strategies in the Movie Industry, AI in Digital Marketing, The Future of Artificial Intelligence in Digital Marketing: The Next Big Technological Break, Blockchain in Digital Marketing: A New Paradigm of Trust, Multilingual Digital Marketing: Managing for Excellence in Online Marketing, AI and Moral Dilemmas, Large Language Models (LLMs), Self-Aware AI Robot, Computer Engineering, Neural Networks, and Sales in The Age of the Intelligent Web. These works highlight her deep knowledge of digital marketing and emerging technologies.
Maria’s educational experiences have taken her around the world, with studies at Sorbonne University in Paris, Kharkov University in Ukraine, and other institutions in Changchun, China, where she became proficient in Korean and Chinese. She has taught English, French, and Russian to undergraduate and postgraduate students, achieving a notable 70% success rate in helping her students secure scholarships for further studies in the US and Canada.
As an entrepreneur, Maria founded Golden Way Media, a global business promotion company. Based in London, UK, she leads both Golden Way Media Films and Golden Way Media, a digital marketing firm in Norway. Recognized as one of the top digital marketing influencers worldwide and among the top 100 global influencers in artificial intelligence (AI) and Fintech by Onalytica in 2016, Maria continues to thrive in multiple fields. She also writes commercially viable screenplays, making a significant impact in the film industry.
