The chatbot algorithm interprets the human side of the “conversation” and selects an appropriate response based on the combination of words detected. Chatbots are familiar to anyone who engages with a virtual agent when interacting with an organization through its website. How chatbots workĬhatbots are an example of the application of natural language processing (NLP) as a form of machine learning. There is also the historical lesson of Microsoft’s Tay chatbot, which in 2016 was corrupted by training data from Twitter users that transformed the desired conversational output, analogous to a 19-year-old girl, into that of a racist bigot. The test is passed by the machine when the human interrogator is unable to distinguish the identity of the respondent, without prior knowledge of which respondent is the human being. – Computing Machinery and Intelligence.” Turing postulated a test, called “The Imitation Game,” in which a human interrogator is tasked with evaluating the answers to a series of questions that are provided by both a human and a machine respondent to determine which answerer is the machine and which is the human. The fundamental test for discerning AGI was defined by Alan Turing in his seminal paper, published in 1950, entitled “ I. Think Ex Machina, Blade Runner and the Star Wars saga for examples of autonomous machines with self-perception. As such, strong AGI provides the basis for the heady mixture of utopian or dystopian visions of tomorrow generated by Hollywood.

Under a “strong” interpretation of AGI, the machine would exhibit the characteristics of consciousness manifest in a sentient being. AGI reflects the ability of a computer to resolve tasks and develop independent autonomy on a par with a human agent.

In the field of artificial intelligence (AI), the development of artificial general intelligence (AGI) is regarded as the “Holy Grail” of machine learning. Head over to our on-demand library to view sessions from VB Transform 2023.

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