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Eliezer_Yudkowsky comments on Help us name a short primer on AI risk! - Less Wrong
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'Safety' has much of the same problem, though not as much as 'risk'.
Makes sense. Here are a few more ideas, tending towards a pop-sci feel.
Ethics for Robots: AI, Morality, and the Future of Humankind
Big Servant, Little Master: Anticipating Superhuman Artificial Intelligence
Friendly AI and Unfriendly AI
AI Morality: Why We Need It and Why It's Tough
AI Morality: A Hard Problem
The Mindspace of Artificial Intelligences
Strong AI: Danger and Opportunity
Software Minds: Perils and Possibilities of Human-Level AI
Like Bugs to Them: The Coming Rise of Super-Intelligent AI
From Cavemen to Google and Beyond: The Future of Intelligence on Earth
Super-Intelligent AI: Opportunities, Dangers, and Why It Could Come Sooner Than You Think
I think Ethics for robots catches your attention(or at least it caught mine) but think some of the other subtitles you suggested go better with it
Ethics for Robots: Perils and Possibilities of Super-Intelligent AI
Ethics for Robots: A Hard Problem
Although maybe you wouldn't want to associate AI and robots
Yep, absolutely feel free to mix/match/modify my suggested titles.
"Artificial Ethics"?