Category Archives: AI

Jürgen Schmidhuber Says Humanity Isn’t the Point, It’s the *Starting* Point [video, research papers]

“A great science fiction detective story” - Ian Watson, author of The Universal Machine

Jürgen Schmidhuber is an artificial intelligence researcher who not only walks the walk, he also talks a darn good talk — just witness his recent TEDxLausanne lecture, embedded below, entitled When Creative Machines Overtake Man.

He walks his audience through a wonderful, ideosyncratic version of Kurzweill’s law of exponential returns, laced with some pretty good jokes, concluding with the moment when we humans — who are only progenitors of intelligence, not its ultimate expression — pass the torch to something that is not us.

Selected papers available online:

Philosophers & Futurists, Catch Up! Response to The Singularity [pdf]. Abstract: Responding to Chalmers’ The Singularity (2010), I argue that progress towards self-improving AIs is already substantially beyond what many futurists and philosophers are aware of. Instead of rehashing well-trodden topics of the previous millennium, let us start focusing on relevant new millennium results.

A Computer Scientist’s View of Life, the Universe, and Everything [pdf]: Abstract - Is the universe computable? If so, it may be much cheaper in terms of information requirements to compute all computable universes instead of just ours. I apply basic concepts of Kolmogorov complexity theory to the set of possible universes, and chat about perceived and true randomness, life, generalization, and learning in a given universe.

Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990-2010)[draft][pdf]: Partial Abstract—The simple but general formal theory of fun & intrinsic motivation & creativity (1990-) is based on the concept of maximizing intrinsic reward for the active creation or discovery of novel, surprising patterns allowing for improved prediction or data compression.

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An AI is a central character in my novel Luck and Death at the Edge of the World, due out in May 2012.  Get details on the Luck & Death Page and download a free, previously published short story on the My Writing Page of my site.

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Roman Yampolskiy: Containing the AI Apocalypse

“A great science fiction detective story” - Ian Watson, author of The Universal Machine

The headlines make Roman Yampolskiy sound like a knee-jerk Luddite screaming warnings against Skynet on the street corner, but he’s actually thought in more interesting and practical ways than many people about how undesirable AI/human interaction might take place.

News Article here (reprinted here and there and everywhere).

Original paper for sale from Journal of Consciousness Studies here.

Free papers by same author: Direct and Indirect Human Computer Interaction Based Biometrics, Face Recognition in the Virtual World: Recognizing Avatar Faces, AI Complete AI Hard or AI Easy: Classifiction of Problems in Artificial Intelligence.  Others can be found here.

His faculty page at the University of Louisville and his Rate My Professors page.

And apparently he has been a visiting fellow at the Singularity University.  Something purporting to be his application to SU is available on YouTube and embedded below.

Rapid procedure for the exploration of chemical compound space unites quantum chemistry with artificial intelligence

“A great science fiction detective story” - Ian Watson, author of The Universal Machine

Read the article here.

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