"Intellectual Debt": It's bad enough when AI gets its predictions wrong, but it's potentially WORSE when AI gets it right

Jonathan Zittrain (previously) is consistently a source of interesting insights that often arrive years ahead of their wider acceptance in tech, law, ethics and culture (2008's The Future of the Internet (and how to stop it) is surprisingly relevant 11 years later); in a new long essay on Medium (shorter version in the New Yorker), Zittrain examines the perils of the "intellectual debt" that we incur when we allow machine learning systems that make predictions whose rationale we don't understand, because without an underlying theory of those predictions, we can't know their limitations. Read the rest

The strange, mutating story of "willpower" and what we think it might be as of right now

"Willpower" began as an element of philosophical/theological arguments, used to explain riddles like how humans could commit sin even though they were created by a perfect, all-powerful god -- but it took on new meanings through the Enlightenment and then the Victorians imbued it with mystical, all-important significance, as a kind of synonym for morality and goodness. Read the rest