Innovation Articles

By Mark Skilton

The Problem of Understanding in Machine Intelligence

Mar-26-17

“Does the machine understand?” is highlighted in any current generation consumer machine learning algorithm such as an online chatbot, a translator function in your mobile phone or home speech assistant is that the current natural language processing consists of largely transactional one-way responses. It is perhaps a similar question that Alan Turing raised in the introduction of his 1950 paper “Can machines think?”. Yet “understanding” something within a context could mean different things to the act of “thinking” both narrowly or more broadly depending on the problem or frame space.
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