PROMPT ENGINEERING TOOLS AND TECHNOLOGIES - STATE AND CONTEXT MANAGEMENT - ETHICS ...
PROMPT ENGINEERING: TOOLS AND TECHNOLOGIES - STATE AND CONTEXT MANAGEMENT - ETHICS AND SECURITY by MARCUS PINTO
English | October 18, 2024 | ISBN: N/A | ASIN: B0DKB5C5NP | 86 pages | EPUB | 1.21 Mb
Part of the collection "Artificial Intelligence: The Power of Data", this work not only details the tools and methodologies that drive AI systems, but also addresses the ethical implications and safety concerns, crucial elements for those who work or want to work with AI. This book is a must-read for any professional who wants to understand and master the tools that underpin modern language models such as GPT, BERT, and other state-of-the-art technologies.
What you will find in this book:
- Tools and Technologies: Discover the technical details behind the most powerful language models, such as Generative Pre-Trained Transformer (GPT), BERT, and Bertology, which are transforming the way AI processes and understands natural language.
- State and Context Management: Explore how in-memory data storage, context tokens, and dynamic conversation flows are key to more efficient and accurate AI interactions. With practical examples, you will learn how to manage and adapt state and context to optimize human-machine communication.
- Security and Privacy: Understand how to ensure compliance with privacy regulations and implement best practices to protect the data used in AI models. Strategies for assessing the impact on data protection (DPIA) and developing incident response plans are covered in depth.
- Ethical Considerations: Critical reflections on the social impact of AI, the ethical implications of using prompts, and how to mitigate potential negative effects are presented. Learn how to apply ethical principles to AI development, ensuring transparency and accountability in every decision.
- Future of Prompt Engineering: Discover the trends and advancements that are coming, as well as how prompt engineering is solving complex societal problems, contributing to the development of more inclusive and effective AI.
What you will learn from reading this book:
- Mastery of Modern AI Tools: You will be able to utilize advanced language models like GPT and BERT effectively, leveraging their power to create prompts that maximize the efficiency and accuracy of AI systems.
- State and Context Management: Understand how to manipulate context tokens, long-term memory, and conversation flows to create more natural and adaptive interactions between humans and machines.
- Ethical and Safe Approaches: Learn how to incorporate ethical principles and ensure compliance with privacy regulations when developing and implementing AI systems.
- Strategic Vision of the Future of AI: Prepare for the upcoming innovations and challenges of prompt engineering by ensuring that you are always ahead of trends and ready to apply these concepts in a practical way.
Who is this book suitable for:
- AI Engineers: Professionals who are looking to hone their technical skills and master the tools and methodologies that make prompts effective.
- Software Developers: IT specialists who want to deepen their knowledge of how to integrate AI into complex systems and how to create more efficient human-machine interactions.
- Security and Privacy Specialists: Professionals who want to ensure that AI systems operate in accordance with best practices in data security and regulatory compliance.
- AI Scholars and Students: Researchers seeking to understand the ethical, safety, and technical issues surrounding the development of modern AI.
- Entrepreneurs and Innovators: Leaders who want to be at the forefront of technology, using AI tools to solve complex problems and develop new products and services.
About the author
Prof. Marcão, with extensive experience in information technology and marketing, works as a business consultant, career mentor and content producer. Author of more than 100 books, he uses innovative methodologies for efficient projects, contributing to information architecture.
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