AI & Robotics TRIZ

Unlock Breakthrough Innovation in AI and Robotics Without Trade-Offs How do you design high-precision AI models without triggering prohibitive latency or energy costs? How do you grant maximum autonomy to robotic systems while ensuring absolute safety and regulatory compliance? Traditional engineering approaches settle for compromise, sacrificing speed for safety or precision for explainability. In AI & Robotics TRIZ, Willy Danenberg introduces a groundbreaking framework that adapts the powerful TRIZ methodology (Theory of Inventive Problem Solving) to modern artificial intelligence, robotics, and autonomous systems. Instead of accepting trade-offs as inevitable limits, this book provides a systematic approach to identifying and eliminating underlying engineering and organizational contradictions. What You Will Discover: Practical Methodology: Learn how to apply TRIZ principles to resolve key tensions between accuracy, explainability, speed, and safety. Comprehensive Contradiction Catalog: Access hundreds of real-world scenarios and resolution patterns tailored for enterprise AI and cyber-physical systems. Operational Playbooks: Implement step-by-step guides for handling model drift, cybersecurity threats, hardware failures, and autonomous decision conflicts. Standards Alignment: Navigate complex regulatory landscapes and align your technological innovations with major global standards, including ISO/IEC 42001, the EU AI Act, NIST AI RMF, ISO 10218, and IEC 61508. Whether you are a CTO, AI practitioner, robotics engineer, or technology governance lead, AI & Robotics TRIZ equips you with the decision-making tools necessary to build the next generation of safe, reliable, and cutting-edge intelligent systems.