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Full Description
This book explores the "triple helix" of data, cloud computing, and artificial intelligence, exploring how this powerful convergence is reshaping life sciences. It serves as a comprehensive guide to the technologies driving this revolution, from the foundational principles of scalable cloud infrastructure to the architecture of the generative AI and Large Language Models that are learning to speak the language of biology. The book examines the practical application of these tools across several domains, including pandemic mitigation, the future of personalized health, and the development of a sustainable bioeconomy, offering readers a clear understanding of both the technological underpinnings and their real-world impact.
Moving beyond theory, the book provides a pragmatic roadmap for implementation, tackling the significant challenges of R&D productivity, data quality, and operational efficiency. It founds a blueprint for building trustworthy AI by detailing the essential pillars of security, privacy, and compliance. Finally, this work presents a compelling vision for an "Intelligent Discovery Environment for Science," where human-AI partnerships dissolve the barriers between idea and execution. It is a call to action for researchers, technologists, and leaders to collaboratively build a more efficient, equitable, and human-centric future for science.
Contents
Preface.- Chapter 1: The complexity and diversity of life science.- Chapter 2: Cloud Computing Democratizes High-Performance Computing for All.- Chapter 3: The generative AI brought new opportunities in Life.- Chapter 4: Case studies.- Chapter 5: Technical Challenges.- Chapter 6: Cost and Resource Management.- Chapter 7: Privacy, Confidentiality, Security and Compliance.- Chapter 8: Business Impact.- Chapter 9: Technological advancements on the horizon.- Chapter 10: Toward the Ideal Cloud/AI Platform.- Chapter 11: The Next Frontier in Life Sciences: A Call to Action.- Appendices.
