How AI is being used to produce content
Artificial intelligence production of content is through an automatic software process that creates a written narrative from data; This process is calledNatural Language Generation (NLG). It is already in use for various content generation needs in the world, including business data reports, business intelligence dashboards, in-app messaging communication, personalized email, and client financial portfolio updates, among other demands. The first step in Natural Language Generation is to define the desired format of your content. Each content type from business reports to social media posts to poetry has a specific writing structure and style. The narrative design, also known as the narrative type or template, is constructed by the end-user, the software process solution, or by the software provider. Some of the Natural Language Generation tools available include Amazon’s Polly, Quill fromNarrative Science, Google’s Text-to-Speech, and Wordsmith fromAutomated Insights. At the same time, some organizations have created in-house tools such asHeliograf at the Washington Post.
Secondly, in NLG, structured data is fed into the software and processed through the conditional logic that is part of the narrative design. This process aims to give an output that sounds like a human-generated piece of content. The Natural Language Generation allows organizations to process a large number of datasets and more efficiently than human’s ability. These organizations that have implemented an AI content production solution can create thousands of narratives in a sliver of the time taken by humans to write a single story. Don't use plagiarised sources.Get your custom essay just from $11/page
AI-enabled products and services in the market to help with AI-enabled content production?
There are a variety of artificial intelligence products and services helping with AI-enabled content production. They are utilized to processing several Terabytes of data and analyzing thousands of pieces of content. These products and services can generate human-like content that helps you to pursue users. These products and services include:
Amazon’s Polly- It is a service that turns text into speech, thus allowing users to create applications that talk. Polly service uses advanced deep learning technology, which synthesizes natural sounding human speech. Through Amazon’s Polly, you can create a speech-enabled app that works in different countries. Furthermore, you can create a custom voice for your organization. Quill fromNarrative Science is an intelligent automation platform. This allows enterprise organizations to alter how they do external and internal reporting through the use of Natural Language Generation. Quill is used to creating customized NLG applications that mimic the logic. Also, it is used to explain graphs and charts. Google’s Text-to-Speech is a screen reader developed by Google. It powers applications in the android operating system to read the text on the screen with the help of many languages. This may be used by Google applications to translate, interpret, talkback as well as other spoken feedback accessibility- based applications. For Google’s Text-to-Speech to work, users must install voice data for each language. Wordsmith fromAutomated Insights is AI’s platform for NLG. It is an AI system that uses quantitative analysis, mounds of data, and some rules to produce stories. It is sold as a service to clients as well as a direct product. It is a software where users can upload their data and create a template for writing narratives.
Some examples of how AI is helping produce content that couldn’t be done without AI
Creating content is arguably one of the most challenging tasks. It requires an outstanding deal of understanding of the subject matter, industry dynamics, and a flair for articulating one’s thoughts. Most importantly, one needs to be creative enough to deliver content that resonates with the target audience. This has been made easier through artificial intelligence content production. There are some things in content creation which could not have been achieved without artificial intelligence, such includes:
Time management-using artificial intelligence will undoubtedly save you a lot of valuable time you could be spending developing your business with your strategic skills. AI content production solution can create thousands of narratives in a sliver of the time taken by humans to write a single story. Cost-saving and production of error-free output- using AI in content production leads to error-free results since most of the work is done by the intelligent software that can analyze and solve large volumes of data. Automatic generation of content- Without AI, this could have been a dream. An increasing number of industries are already leveraging AI to continually churn out optimized content since it saves them time and money. When you consider the sheer speed of churning content and ad optimization that is accomplished by AI.
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