{"product_id":"responsible-by-design-ai-safety-alignment-and-trust-engineering-for-production-machine-learning-systems-9798258796349","title":"Responsible by Design: AI Safety, Alignment, and Trust Engineering for Production Machine Learning Systems","description":"\u003cp\u003e • Author(s): Richard Boozman\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Artificial Intelligence - Generative AI\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuild AI systems that are safe, reliable, and worthy of user trust\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003ePowerful AI systems bring powerful risks.\u003c\/p\u003e\u003cp\u003eAs machine learning moves into real world products, safety, alignment, and trust are no longer optional. They are core engineering requirements.\u003c\/p\u003e\u003cp\u003e\"Responsible by Design\" is a practical guide to building AI systems that are safe, aligned with user intent, and reliable in production using Python and modern ML practices.\u003c\/p\u003e\u003cp\u003eThis book focuses on how to design, evaluate, and deploy AI responsibly from day one.\u003c\/p\u003e\u003cbr\u003eWhy AI safety and trust matter\u003cp\u003e\u003cb\u003eUncontrolled AI systems can lead to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eharmful or biased outputs\u003c\/li\u003e\n\u003cli\u003eunpredictable behavior\u003c\/li\u003e\n\u003cli\u003esecurity vulnerabilities\u003c\/li\u003e\n\u003cli\u003eloss of user trust\u003c\/li\u003e\n\u003cli\u003eregulatory and compliance risks\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eResponsible engineering ensures systems behave as intended and remain trustworthy over time.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eWhat you will learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003efundamentals of AI safety and alignment\u003c\/li\u003e\n\u003cli\u003eidentifying and mitigating risks in ML systems\u003c\/li\u003e\n\u003cli\u003ebias detection and fairness strategies\u003c\/li\u003e\n\u003cli\u003erobustness and reliability testing\u003c\/li\u003e\n\u003cli\u003ehandling adversarial inputs and prompt attacks\u003c\/li\u003e\n\u003cli\u003edesigning safe interaction patterns\u003c\/li\u003e\n\u003cli\u003eevaluation and monitoring for trust\u003c\/li\u003e\n\u003cli\u003ehuman in the loop systems\u003c\/li\u003e\n\u003cli\u003egovernance, compliance, and auditability\u003c\/li\u003e\n\u003cli\u003edeploying safe AI in production environments\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003eFrom model performance to system responsibility\u003cp\u003e\u003cb\u003eThroughout the book, you will learn how to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003edesign AI systems with safety in mind\u003c\/li\u003e\n\u003cli\u003eevaluate outputs beyond accuracy metrics\u003c\/li\u003e\n\u003cli\u003eimplement safeguards and controls\u003c\/li\u003e\n\u003cli\u003emonitor systems continuously in production\u003c\/li\u003e\n\u003cli\u003ehandle failures and edge cases\u003c\/li\u003e\n\u003cli\u003ebuild trust with users and stakeholders\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEach chapter focuses on real engineering decisions that impact safety.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003ePractical applications\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAI powered SaaS platforms\u003c\/li\u003e\n\u003cli\u003eenterprise AI systems\u003c\/li\u003e\n\u003cli\u003ecustomer facing AI assistants\u003c\/li\u003e\n\u003cli\u003eautomated decision systems\u003c\/li\u003e\n\u003cli\u003ecompliance driven applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThese examples reflect real world use cases where trust is critical.\u003c\/p\u003e\u003cbr\u003e\u003cb\u003eWho this book is for\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eAI engineers\u003c\/li\u003e\n\u003cli\u003emachine learning engineers\u003c\/li\u003e\n\u003cli\u003edata scientists\u003c\/li\u003e\n\u003cli\u003eproduct builders\u003c\/li\u003e\n\u003cli\u003ebackend developers working with AI\u003c\/li\u003e\n\u003cli\u003eprofessionals deploying AI systems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003ci\u003e\u003cb\u003eIf you want to build AI systems that are not only powerful but also safe and trustworthy, this book provides the roadmap.\u003c\/b\u003e\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003e\u003cb\u003eDesign responsibly.\u003cbr\u003eAlign intelligently.\u003cbr\u003eBuild trust into every system.\u003c\/b\u003e\u003c\/i\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47882816323735,"sku":"9798258796349","price":2694.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798258796349.webp?v=1781097260","url":"https:\/\/atlanticbooks.com\/products\/responsible-by-design-ai-safety-alignment-and-trust-engineering-for-production-machine-learning-systems-9798258796349","provider":"Atlantic Books","version":"1.0","type":"link"}