Orinda
On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS)
Wang, Yingxu, Karray, Fakhri, Kwong, Sam, Plataniotis, Konstantinos N., Leung, Henry, Hou, Ming, Tunstel, Edward, Rudas, Imre J., Trajkovic, Ljiljana, Kaynak, Okyay, Kacprzyk, Janusz, Zhou, Mengchu, Smith, Michael H., Chen, Philip, Patel, Shushma
Symbiotic Autonomous Systems (SAS) are advanced intelligent and cognitive systems exhibiting autonomous collective intelligence enabled by coherent symbiosis of human-machine interactions in hybrid societies. Basic research in the emerging field of SAS has triggered advanced general AI technologies functioning without human intervention or hybrid symbiotic systems synergizing humans and intelligent machines into coherent cognitive systems. This work presents a theoretical framework of SAS underpinned by the latest advances in intelligence, cognition, computer, and system sciences. SAS are characterized by the composition of autonomous and symbiotic systems that adopt bio-brain-social-inspired and heterogeneously synergized structures and autonomous behaviors. This paper explores their cognitive and mathematical foundations. The challenge to seamless human-machine interactions in a hybrid environment is addressed. SAS-based collective intelligence is explored in order to augment human capability by autonomous machine intelligence towards the next generation of general AI, autonomous computers, and trustworthy mission-critical intelligent systems. Emerging paradigms and engineering applications of SAS are elaborated via an autonomous knowledge learning system that symbiotically works between humans and cognitive robots.
From video game to day job: How 'SimCity' inspired a generation of city planners
Jason Baker was studying political science at UC Davis when he got his hands on "SimCity." He took a careful approach to the computer game. "I was not one of the players who enjoyed Godzilla running through your city and destroying it. I enjoyed making my city run well." This conscientious approach gave him a boost in a class on local government.
The Wisdom of the Aging Brain - Issue 36: Aging
At the 2010 Cannes Film Festival premiere of You Will Meet A Tall Dark Stranger, director Woody Allen was asked about aging. He replied with his characteristic, straight-faced pessimism. "I find it a lousy deal. There is no advantage in getting older. You don't get smarter, you don't get wiser ... Your back hurts more, you get more indigestion ... It's a bad business, getting old. I'd advise you not to do it if you can avoid it."