Ethical Machines
Autor Reid Blackmanen Limba Engleză Hardback – 11 iul 2022
What will you do if your AI misbehaves?
The promise of artificial intelligence is automated decision-making at scale, but that means it also automates risk at scale. Are you prepared for that risk?
Already, many companies have suffered real damage when their algorithms led to discriminatory, privacy-invading, and even deadly outcomes. Self-driving cars have hit pedestrians; HR algorithms have precluded women from job searches; mortgage systems have denied loans to qualified minorities. And often the companies who deployed the AI couldn't explain why the black box made the decision it did.
In this environment, AI ethics isn't merely an academic curiosity, it's a business necessity. In Ethical Machines, Reid Blackman gives you all you need to understand AI ethics as a risk management challenge, then to build, procure, and deploy AI in an ethically (and thus reputationally, regulatory, and legally) safe way, and do it at scale.
And don't worry, we're here to get work done, not to ponder deep and existential questions about ethics and technology. Blackman's clear and accessible writing helps make a complex and often misunderstood concept like ethics easy to grasp. You will understand ethical concepts while barely knowing you are taking them on. More importantly, Blackman makes ethics actionable. He tackles the big three ethical risks with AI—bias, explainability, and privacy—and tells you what to do (and what not to do) to mitigate ethical risks.
With practical approaches to everything from how to write a strong statement of AI ethics principles to how to create teams that effectively evaluate ethical risks, Ethical Machines is the one guide you need to ensure you're using utterly unbiased, totally transparent, and remarkably respectful artificial intelligence.
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Specificații
ISBN-10: 1647822815
Pagini: 224
Dimensiuni: 159 x 241 x 23 mm
Greutate: 0.48 kg
Editura: Harvard Business Review Press
Notă biografică
Blackman is a sought-after speaker on AI ethics. His work has been profiled in the Wall Street Journal, and he has contributed multiple pieces to Harvard Business Review, TechCrunch, VentureBeat, and other outlets.
Prior to founding Virtue, Blackman was a professor of philosophy at Colgate University and the University of North Carolina at Chapel Hill. He also founded a fireworks wholesaling company and was once a flying trapeze instructor.
Connect with Reid Blackman at reidblackman.com and virtueconsultants.com or follow him on Twitter @reidblackman.