Beyond Algorithms
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Beyond Algorithms
With so much artificial intelligence (AI) in the headlines, it is no surprise that businesses are scrambling to exploit this exciting and transformative technology. Clearly, those who are the first to deliver business-relevant AI will gain significant advantage. However, there is a problem! Our perception of AI success in society is primarily based on our experiences with consumer applications from the big web companies. The adoption of AI in the enterprise has been slow due to various challenges. Business applications address far more complex problems and the data needed to address them is less plentiful. There is also the critical need for alignment of AI with relevant business processes. In addition, the use of AI requires new engineering practices for application maintenance and trust. So, how do you deliver working AI applications in the enterprise? Beyond Algorithms: Delivering AI for Business answers this question. Written by three engineers with decades of experience in AI (and all the scars that come with that), this book explains what it takes to define, manage, engineer, and deliver end-to-end AI applications that work. This book presents: Core conceptual differences between AI and traditional business applications A new methodology that helps to prioritise AI projects and manage risks Practical case studies and examples with a focus on business impact and solution delivery Technical Deep Dives and Thought Experiments designed to challenge your brain and destroy your weekends
Beyond Algorithms: The Human Side of Artificial Intelligence
Journey into the uncharted realm where artificial intelligence (AI) intertwines with the complexities of human nature. This illuminating book invites you to explore the profound implications of AI beyond its technical foundations. Delve into the ethical quandaries, biases, and potential pitfalls that arise as AI becomes an increasingly ubiquitous force in our lives. Discover the crucial role of human values in shaping the development and deployment of AI, ensuring it aligns with our aspirations for a just and equitable society. Unravel the intricate interplay between AI and human cognition, communication, and decision-making. Explore the ways in which AI can enhance our capabilities while also posing challenges to our understanding of ourselves and our place in the world. This thought-provoking and accessible guide empowers you to engage in informed discussions about the future of AI. It provides essential insights for anyone interested in the intersection of technology, humanity, and the profound choices we face in the digital age.
Beyond the Algorithm: Building Intelligent Businesses in the Age of AI
Discover how to transform your business through the strategic implementation of artificial intelligence and machine learning. This comprehensive guide bridges the gap between AI technology and business application, providing practical frameworks for integration, real-world case studies, and actionable insights for business leaders. Learn how to move beyond basic automation to create truly intelligent business processes that drive growth and innovation in the AI era. Written for business executives, managers, and technology leaders, this book delivers clear strategies for AI adoption, risk management, and organizational transformation.