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SafeAI 2021 : The AAAI's Workshop on Artificial Intelligence Safety

Virtual
Event Date: Feb 07, 2021 - Feb 08, 2021
Submission Deadline: Nov 09, 2020
Notification of Acceptance: Nov 30, 2020
Camera Ready Version Due : Dec 15, 2020

About

The accelerated developments in the field of Artificial Intelligence (AI) hint at the need for considering Safety as a design principle rather than an option. However, theoreticians and practitioners of AI and Safety are confronted with different levels of safety, different ethical standards and values, and different degrees of liability, that force them to examine a multitude of trade-offs and alternative solutions. These choices can only be analyzed holistically if the technological and ethical perspectives are integrated into the engineering problem, while considering both the theoretical and practical challenges of AI safety. A new and comprehensive view of AI Safety must cover a wide range of AI paradigms, including systems that are application-specific as well as those that are more general, considering potentially unanticipated risks. In this workshop, we want to explore ways to bridge short-term with long-term issues, idealistic with pragmatic solutions, operational with policy issues, and industry with academia, to build, evaluate, deploy, operate and maintain AI-based systems that are demonstrably safe.

Call For Paper

This workshop seeks to explore new ideas on AI safety with particular focus on addressing the following questions:

  • What is the status of existing approaches in ensuring AI and Machine Learning (ML) safety, and what are the gaps?
  • How can we engineer trustable AI software architectures?
  • How can we make AI-based systems more ethically aligned?
  • What safety engineering considerations are required to develop safe human-machine interaction?
  • What AI safety considerations and experiences are relevant from industry?
  • How can we characterize or evaluate AI systems according to their potential risks and vulnerabilities?
  • How can we develop solid technical visions and new paradigms about AI Safety?
  • How do metrics of capability and generality, and the trade-offs with performance affect safety?

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