Language Models

About this Assignment

The field of artificial intelligence is constantly moving ahead and innovating in ways we never dreamed possible. This course has shown you some of the underlying technologies which make AI possible. In order to get a deeper sense of AI principles, you are asked to write an essay in which you will need to research, analyze, and write about a cutting-edge discovery in the world of AI and machine learning.

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Prompt

Write a 1000 – 1200-word essay on one of the following recent discoveries in AI. Explore the concepts that are the foundation to these discoveries, how they work, and any future implications behind them.

  • Language models, like GPT-2, make it possible for computers to write sentences, essays and maybe even novels. What were the humble beginnings of this technology? What algorithm is used to achieve this? What could we use this type of AI for in the future?

Formatting & Sources

Please write your paper in APA format. You may refer to the course material for supporting evidence, but you must also use at least 3 sources and cite them using APA format. Please include a mix of both primary and secondary sources, with at least one source from a scholarly peer-reviewed journal. If you use any Study.com lessons as sources, please also cite them in APA (including the lesson title and instructor’s name).

  • Primary sources are first-hand accounts such as interviews, advertisements, speeches, company documents, statements, and press releases published by the company in question.
  • Secondary sources come from peer-reviewed scholarly journals, such as Computing Edge. You may use sources like JSTOR, Google Scholar, and IEEE.org to find articles from these journals. Secondary sources may also come from reputable websites with .gov, .edu, or .org in the domain. (Wikipedia is not a reputable source, though the sources listed in Wikipedia articles may be acceptable.)

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