Possible Future Impacts of Artificial Intelligence
Authors: Jerry Kaplan
<p>Is progress in AI accelerating?</p>
<p>Not all subfields of AI proceed at the same pace, in part because they build on progress in other fields. For example, improvements in the physical capabilities of robots have been relatively slow, since they are dependent on advances...</p>
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Published: 2016-11-24
π Source: CrossRef
Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)
Authors: Amina Adadi, Mohammed Berrada
At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread adoption of artificial intelligence (AI) in our daily life, which contributes to accelerating the shift towards a more algorithmic society. However, even with such unprecedented advancements, a key impediment to the use of AI-based systems is that they often lack transparency. Indeed, the black-box nature of t...
Study on the Helpfulness of Explainable Artificial Intelligence
Authors: Tobias Labarta, Elizaveta Kulicheva, Ronja Froelian
Explainable Artificial Intelligence (XAI) is essential for building advanced machine learning-powered applications, especially in critical domains such as medical diagnostics or autonomous driving. Legal, business, and ethical requirements motivate using effective XAI, but the increasing number of different methods makes it challenging to pick the right ones. Further, as explanations are highly co...
Games for Artificial Intelligence Research: A Review and Perspectives
Authors: Chengpeng Hu, Yunlong Zhao, Ziqi Wang
Games have been the perfect test-beds for artificial intelligence research for the characteristics that widely exist in real-world scenarios. Learning and optimisation, decision making in dynamic and uncertain environments, game theory, planning and scheduling, design and education are common research areas shared between games and real-world problems. Numerous open-source games or game-based envi...
The Impact of Artificial Intelligence on Human Labor
Authors: Jerry Kaplan
<p>Are robots going to take away our jobs?</p>
<p>While itβs tempting to think of AI systems in general, and robots in particular, as mechanical laborers competing for employment, this isnβt a helpful perspective from which to explore their impact on labor markets. The image...</p>
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Published: 2016-11-24
π Source: CrossRef