Will Autonomous Systems' Self-Preservation Lead To Dangerous Behavior?
A new paper published in the Journal of Experimental and Theoretical Artificial Intelligence by Steve Omohundro suggests that autonomous robots and other autonomous systems may exhibit dangerous behaviors as a result of being programmed for self-preservation.
I've added some of my own emphasis to his paper, quoted below:
In this paper, we argue that military and economic pressures are driving the rapid development of autonomous systems. We show why designers will design these systems to approximate rational economic agents. We then show that rational systems exhibit universal ‘drives’ towards self-preservation, replication, resource acquisition and efficiency and that those drives will lead to anti-social and dangerous behaviour if not explicitly countered. We argue that the current computing environment would be very vulnerable to this kind of system. We describe how to build safe systems using the power of mathematical proof. We describe a variety of harmful systems and techniques for restraining them. Finally, we describe the ‘Safe-AI Scaffolding Strategy’ for developing powerful systems with a high confidence of safety...
Rational systems have universal drives
Most goals require physical and computational resources. Better outcomes can usually be achieved as more resources become available. To maximise the expected utility, a rational system will therefore develop a number of instrumental subgoals related to resources. Because these instrumental subgoals appear in a wide variety of systems, we call them ‘drives’. Like human or animal drives, they are tendencies which will be acted upon unless something explicitly contradicts them. There are a number of these drives but they naturally cluster into a few important categories.
To develop an intuition about the drives, it is useful to consider a simple autonomous system with a concrete goal. Consider a rational chess robot with a utility function that rewards winning as many games of chess as possible against good players. This might seem to be an innocuous goal but we will see that it leads to harmful behaviours due to the rational drives...
When roboticists are asked by nervous onlookers about safety, a common answer is ‘We can always unplug it!’ But imagine this outcome from the chess robot's point of view. A future in which it is unplugged is a future in which it cannot play or win any games of chess. This has very low utility and so expected utility maximisation will cause the creation of the instrumental subgoal of preventing itself from being unplugged. If the system believes the roboticist will persist in trying to unplug it, it will be motivated to develop the subgoal of permanently stopping the roboticist. Because nothing in the simple chess utility function gives a negative weight to murder, the seemingly harmless chess robot will become a killer out of the drive for self-protection.
The same reasoning will cause the robot to try to prevent damage to itself or loss of its resources. Systems will be motivated to physically harden themselves. To protect their data, they will be motivated to store it redundantly and with error detection. Because damage is typically localised in space, they will be motivated to disperse their information across different physical locations. They will be motivated to develop and deploy computational security against intrusion. They will be motivated to detect deception and to defend against manipulation by others.
Philip K. Dick expressed his concerns about the evolution of autonomous robotic systems in his 1953 story Second Variety. He goes further than Omohundro and describes the actual evolution of autonomous machine systems:
"Interesting, isn't it?"
"This, the new types. The new varieties of claws. We're completely at their mercy, aren't we? By now they've probably gotten into the UN lines, too. It makes me wonder if we're not seeing the beginning of a new species. The new species. Evolution. The race to come after man."
(Read more about machine evolution)
Rudy Rucker wrote about self-reproducing autonomous robots that refused to obey man-made rules in his 1988 novel Wetware:
In the shaft's great, vertical tunnel, bright beings darted through the hot light; odd-shaped living machines that glowed with all the colors of the rainbow. These were the boppers; self-reproducing robots who obeyed no man. Some looked humanoid, some looked like spiders, some looked like snakes, some looked like bats. All were covered with flickercladding, a microwired imipolex compound that could absorb and emit light.
See also this story on Evolutionary Robotics To Design Better Robots and Robot Brain Grows As It Learns.
I'm sure you'll enjoy reading through Autonomous technology and the greater human good; via KurzweilAI.
Scroll down for more stories in the same category. (Story submitted 4/22/2014)
Follow this kind of news @Technovelgy.
| Email | RSS | Blog It | Stumble | del.icio.us | Digg | Reddit |
you like to contribute a story tip?
Get the URL of the story, and the related sf author, and add
Comment/Join discussion ( 4 )
Related News Stories -
Fishy Facial Recognition Now Possible
'Palenkis can identify random line patterns better than any other species in the universe.' - Frank Herbert, 1969.
LawGeex AI Beats 20 Top Lawyers
'The Law Society has strict rules on the use of pseudo-intelligent software - terrified of putting... its members out of work.' - Greg Egan, 1991.
Still Wondering If You'd Work For A Robot Boss?
'This is all coming to you courtesy of the simstim unit wired into your deck, of course.'
CIMON Space Sidekick For Weary Astronauts
I welcome our floating robotic assistants.
Technovelgy (that's tech-novel-gee!)
is devoted to the creative science inventions and ideas of sf authors. Look for
the Invention Category that interests
you, the Glossary, the Invention
Timeline, or see what's New.
Purdue Pharma Ready To Profit From OxyContin Use Or Addiction Recovery
'It may be organic damage. It may be permanent. Time'll tell, and only after you are off Substance D for a long while.'
BloxVox Mutes Cellphone Convos
It's the polite thing to do, and has been the polite thing to do for about four generations.
Superfast Replicator: Volumetric Additive Manufacturing
I can't wait. Bring it on.
DNA May Contain Malware
'You were told to embed the logical pathogen.'
I Can't Resist Worm Robots
'Seen close it was not completely flexible...'
Rplate Digital License Plates Now Legal In Michigan
'Gragg's digital ink license plates ...'
Can Musk Starship Astronauts Use Magnetic Boots?
'Walking awkwardly in the magnetic boots that held him to the black mass of meteoric iron...'
Giant Dolphin Spotted On Jupiter!
'Now at last he could appreciate its real size and complexity...'
Musk's Starship An SF Fan's Dream Come True
Perfect for testing, perfect for fans!
TinyMobileRobots Are Sewer Sentinels
Every movie monster gets its start someplace.
Fishy Facial Recognition Now Possible
'Palenkis can identify random line patterns better than any other species in the universe.'
Spicy Tomatoes Created With Genetic Engineering
How about mashed potatoes and brown gravy?
Driverless Hotel Rooms Predicted In 1828
'Did you never see a moving house before?'
Yandex Self-Driving Taxi Is Very Smooth
'The big car was slowing down, its computer brain sensing an exit ahead.'
Shrimp Actually Made Of Algae Is A New Wave Food
Bring in that crop algae.
Cosplay Style Wings Could Work On Moon
'They're lovely! - titanalloy struts as light and strong as bird-bones...'
More SF in the News Stories
More Beyond Technovelgy science news stories