When a system is accurate on paper but quietly unfair in practice, trust evaporates. This book offers a grounded path to design ethical ai that protects dignity while delivering real utility. You will learn how to turn values into requirements, choose fit-for-purpose metrics, and build interfaces that people can contest and understand. Drawing on lived cases in health, hiring, and public services, it shows how human-centric ai aligns with ai policy and everyday operations. Expect practical tools for algorithmic accountability, data provenance, and documentation that actually guides decisions. The result is responsible machine learning that prefers small, careful releases over grand promises, with legible safeguards and explainable ai that changes decisions rather than decorating dashboards. For product leaders, designers, engineers, and policymakers who want ai transparency without paralysis, this is a humane, pragmatic toolkit. It champions inclusive design and human rights tech so your teams can ship useful systems that serve people first.
AI for Humanity
SKU: 9789374591437
$27.99 Regular Price
$21.12Sale Price
- Arian Velkor writes about technology as a human project, not a race for capability. He has led multidisciplinary teams across design, product, and research, translating values like dignity and equity into everyday tools. His work focuses on practical guardrails, community participation, and clear accountability so systems remain useful and humane. Raised in a household where public service and literature sat side by side, he blends policy sense with a storyteller’s care. A quiet thread through his thinking is the civic tradition: the idea that progress only counts when it widens who gets to thrive. He spends his time helping organisations turn principles into operating procedures and helping readers build habits that keep humans in the loop.
