The book "Information Sensitivity of Computer Algorithms" by Petrushin V. N. and Ulyanova M. In. It is a fascinating and in-depth study that immerses the reader in the world of algorithms and their interaction with information. In today’s world, where technology is advancing at an incredible rate, understanding how algorithms work and how they can be sensitive to different parameters is becoming especially relevant. This work not only reveals theoretical aspects, but also offers practical examples, making it an indispensable tool for students, researchers, and information technology professionals. The book begins with the basics, explaining what algorithms are and how they function in different systems. The authors take a detailed look at the concept of information sensitivity, which allows the reader to understand how small changes in input data can lead to significant differences in output results. This knowledge is particularly useful for software developers, data analysts, and machine learning professionals who seek to build more resilient and reliable systems. One of the key themes of the book is the impact of uncertainty and noise on the operation of algorithms. Petrushin and Ulyanov raise important questions about how algorithms can adapt to changing conditions and how to minimize the risks associated with misinterpretation of data. This makes the book particularly relevant to those working in areas where accuracy and reliability are critical, such as medicine, finance, and security. The book will be of interest not only to specialists, but also to a wide range of readers, including students studying computer science, as well as technology lovers who want to understand more deeply how modern systems work. The authors use an accessible language and a variety of examples, which allows even those who do not have deep knowledge in the field of programming to easily assimilate the material. Readers interested in artificial intelligence, data analysis, and computer science will find many useful ideas and concepts in this book. The style of the authors is distinguished by clarity and logical presentation, which makes reading fascinating and informative. Petrushin V. N. and Ulyanov M. In. are known for their work in the field of algorithm theory and computer science, and their expertise allows them to deeply analyze complex topics, making them available to a wide audience Their previous research also addresses the issues of optimizing algorithms and improving their efficiency, which emphasizes their expertise in this field. The book “Information Sensitivity of Computer Algorithms” not only expands the horizons of understanding algorithmic processes, but also raises important questions about the future of technology. With the rapid development of artificial intelligence and big data, knowing how algorithms respond to changes in information becomes not just useful, but necessary. This work will be a great addition to the library for anyone who wants to stay at the forefront of technology and understand how it affects our lives. If you are looking for literature that will help you understand the complex aspects of algorithms and their sensitivity to information, this book is your ideal choice. It combines theory and practice, making it an indispensable resource for both professionals and students. Do not miss the opportunity to immerse yourself in the world of computer algorithms and discover new horizons of knowledge!