Autonomous technology and the greater human good
Military and economic pressures are driving the rapid development of autonomous systems. We show that these systems are likely to behave in anti-social and harmful ways unless they are very carefully designed. Designers will be motivated to create systems that act approximately rationally and ration...
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| Published in | Journal of experimental & theoretical artificial intelligence Vol. 26; no. 3; pp. 303 - 315 |
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| Main Author | |
| Format | Journal Article |
| Language | English |
| Published |
Abingdon
Taylor & Francis
03.07.2014
Taylor & Francis Ltd |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0952-813X 1362-3079 |
| DOI | 10.1080/0952813X.2014.895111 |
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| Summary: | Military and economic pressures are driving the rapid development of autonomous systems. We show that these systems are likely to behave in anti-social and harmful ways unless they are very carefully designed. Designers will be motivated to create systems that act approximately rationally and rational systems exhibit universal drives towards self-protection, resource acquisition, replication and efficiency. The current computing infrastructure would be vulnerable to unconstrained systems with these drives. We describe the use of formal methods to create provably safe but limited autonomous systems. We then discuss harmful systems and how to stop them. We conclude with a description of the 'Safe-AI Scaffolding Strategy' for creating powerful safe systems with a high confidence of safety at each stage of development. |
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| Bibliography: | SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 ObjectType-Article-2 content type line 23 |
| ISSN: | 0952-813X 1362-3079 |
| DOI: | 10.1080/0952813X.2014.895111 |