Melanie Mitchell: Artificial intelligence—a guide for thinking humans

Complexity: A Guided Tour by Melanie Mitchell

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Writings of Melanie

1/1 considering from the psycho-analytic point of view the behaviour of peopk in their social surroundings, it is necessary to investigate how the individual develops from infancy into maturity. A group­ whrlher small or large-consists of individuals in a relationship to onr another; and therefore the understanding of personality is the foundation for the understanding of social life. An explor...

Artificial Intelligence and Human Thinking

Research in AI has built upon the tools and techniques of many different disciplines, including formal logic, probability theory, decision theory, management science, linguistics and philosophy. However, the application of these disciplines in AI has necessitated the development of many enhancements and extensions. Among the most powerful of these are the methods of computational logic. I will ...

How to Mimic Humans, Guide for Computers

This paper studies reverse Turing tests to tell humans and computers apart. Contrary to classical Turing tests, the judge is not a human but a computer. These tests are often called Completely Automated Public Turing tests to tell Computers and Humans Apart (CAPTCHA). The main purpose of such test is avoiding automated usage of various services, preventing bots from spamming on forums, securing...

Critical Conversations: The NLN Guide for Teaching Thinking.