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Applications of Analytics

AI-Generated Content

Category: Generative Analytics

The Washington Post uses an AI called Heliograf to write news and sports articles; in its first year it wrote around 850 items. “That included 500 articles around the election that generated more than 500,000 clicks.” (Moses, 2017) While this was a domain-specific application, “there is still a push by many newsrooms for general purpose bots that serve a similar purpose to a site’s homepage or search bar.” (Johri, Han & Mehta, 2016)

Today, AI-based text-generators have advanced to the point where the designers of systems such as OpenAI’s GPT2 help them back in order to evaluate the wider impact of computers that write as well as humans do. “To show what that means, OpenAI made one version of GPT2 with a few modest tweaks that can be used to generate infinite positive – or negative – reviews of products” (Hern, 2019). A “a slimmed-down, accessible version of that same technology” can be tested at TalkToTransformer.com (Vincent, 2019).

Analytics and AI have self-generated computer science papers (Stribling, et.al., 2005), music (Galeon, 2016), art (Shepherd, 2016), books (Springer Nature, 2019) and inventions (Fleming, 2018). There are now commercial AI-based applications that generate educational resources, including articles (eg., AiWriter), textbooks, test questions (eg. WeBuildLearning), and more.

Examples and Articles

A robot wrote this entire article. Are you scared yet, human?
using GPT-3 Direct Link

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Unique and Readable Content Generated by AI Writer
Kafkai is a machine-learning algorithm that can write articles from scratch. If you're in a hurry and don't have a specific article subject in mind, just choose your niche and Kafkai will write a random article. Or you can give it a seed paragraph that it will use to write the article. Direct Link

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Synthesia
"'Synthetic' learning content is transforming the workforce at a global leader in customer experience management... Create professional AI videos from text in 50+ languages. " Direct Link

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