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...
Artificial intelligence: a modern approach
Authors: Stuart Russell, Peter Norvig, Dr. Haewon Byeon
The long-anticipated revision of this #1 selling book offers the most comprehensive, state of the art introduction to the theory and practice of artificial intelligence for modern applications. Intelligent Agents. Solving Problems by Searching. Informed Search Methods. Game Playing. Agents that Reason Logically. First-order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical ...
📅 Published: 1995
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🌐 Source: OpenAlex
📊 Citations: 22209
The Impact of Artificial Intelligence on Social Equity
Authors: Jerry Kaplan
<p>Who’s going to benefit from this technological revolution?</p>
<p>Unfortunately, AI is accelerating the substitution of capital for labor, and so those with capital will benefit at the expense of those whose primary asset is their ability to work. Income inequality is already a pressing...</p>
📅 Published: 2016-11-24
🔗 Source: CrossRef