Fetching the paper…
Reading the bibliography…
Here, I review current state-of-the-arts in many areas of AI to estimate when it's reasonable to expect human level AI development.
Kennedy et al., Cerebral Cortex, 8:372-384, 1998
1998
Earlier work this paper cites.
http://www.vetta.org/2011/12/goodbye-2011-hello-2012/
2012
Earlier work this paper cites.
https://kaiserfamilyfoundation.files.wordpress.com/2013/04/8010.pdf
2013
Earlier work this paper cites.
http://karpathy.github.io/2014/09/02/what-i-learned-from-competing-against-a-convnet-on-imagenet/
2014
Earlier work this paper cites.
http://singularityhub.com/2015/12/20/inside-openai-will-transparency-protect-us-from-artificial-intelligence-run-amok/
2015
Earlier work this paper cites.
http://blogs.nvidia.com/blog/2015/03/19/riding-the-ai-rocket-top-artificial-intelligence-researcher-says-robots-wont-kill-us-all/
2015
Earlier work this paper cites.
http://www.businessinsider.com/facebooks-artificial-intelligence-research-director-robots-today-dumb-2015-9
2015
Cited alongside, same era.
http://venturebeat.com/2015/05/28/google-says-its-speech-recognition-technology-now-has-only-an-8-word-error-rate/
2015
Cited alongside, same era.
”Saturated Reconstruction of a Volume of Neocortex”
Narayanan Kasthuri, Kenneth Jeffrey Hayworth, Daniel Raimund Berger, …, Carey Eldin Priebe, Hanspeter Pfister, Jeff William Lichtman · 2015
Cited alongside, same era.
http://www.bloomberg.com/news/articles/2015-12-08/why-2015-was-a-breakthrough-year-in-artificial-intelligence
2015
Cited alongside, same era.
http://waitbutwhy.com/2015/01/artificial-intelligence-revolution-1.html
2015
Cited alongside, same era.
”Artificial Intelligence as a Positive and Negative Factor in Global Risk”
http://www.businessinsider.com/sam-altman-y-combinator-talks-mega-bubble-nuclear-power-and-more-2015-6
2015
Later among the works it cites.
http://slatestarcodex.com/2015/05/22/ai-researchers-on-ai-risk/
2015
Later among the works it cites.
http://googleresearch.blogspot.ru/2016/03/deep-learning-for-robots-learning-from.html
2016
Closest in time.
http://news.harvard.edu/gazette/story/2016/01/28m-challenge-figure-out-why-brains-are-so-good-at-learning/
2016
Closest in time.
http://togelius.blogspot.ru/2016/01/why-video-games-are-essential-for.html
2016
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Eiezer Yudkowsky
Cited in the paper.
”The Hanson-Yudkowsky AI-Foom Debate”
Eliezer Yudkowsky, Robin Hanson
Cited in the paper.
http://fusion.net/story/54583/the-case-against-killer-robots-from-a-guy-actually-building-ai/
Cited in the paper.
”Algorithmic Progress in Six Domains”
Katja Grace
Cited in the paper.
”Deep Learning in Neural Networks: An Overview”
Juergen Schmidhuber
Cited in the paper.
”Contextual LSTM (CLSTM) models for Large scale NLP tasks”
Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck
Cited in the paper.
”Exploring the Limits of Language Modeling”
Rafal Jozefowicz, Oriol Vinyals, Mike Schuster, Noam Shazeer, Yonghui Wu
Cited in the paper.