The Dynamic Equity Framework Theory: A Global Model for Algorithmic Fairness and Cybersecurity Policy

DEFT turns our ideas of fairness and sharing in a tech-controlled society upside down. This book lays out a complete plan bringing together AI ethics, public policy, and fair algorithms. It refines how to create systemic equity across digital board, economic, and institutional systems using practical tools and global strategies. This book lays the groundwork for the future of AI justice, ethics, and policy realignment. Under the DEFT framework equity needs to remain actively engaged with the circumstances and operate across various levels of the system. The system continually develops alongside transformations in social structures while technological developments and environmental fluctuations and economic movements, this process enables it to deliver strategic approaches and laws combined with visual organizational schemes which drive effective practical implementation.  The book presented a framework replacement is needed which represents contemporary complexity through its responsive and active mechanisms. The book integrates DEFT alongside its supporting actionable sub-theories and tools (EFLT, TEST, AGET, HVET, etc.). It Influence equity-centered design and governance in sectors like education, technology, healthcare, environmental planning, and AI ethics. The book suggests two institutional mechanisms consisting of the Dynamic Responsibility Act (DRA) and Equity Dashboards for equity management.