OpenAI’s GPT-3: Better and Smarter Text Creation

Researchers have tried to create an AI model that generates…

Researchers have tried to create an AI model that generates coherent text for years. By coherent text, we mean writing that can easily pass for original human writing. The research delivered varying levels of success, and it seems there’s a major breakthrough now. With this Open AI text generator, it looks like they’ve finally struck gold.

We explore the uniqueness of this latest text-generating model and the progress made so far. In addition, the article highlights some benefits and use cases of the tool and the challenges therein.

Sticky note with
Photo by Hitesh Choudhary on Unsplash

What Is Open AI Text Generator?

Open AI text generator refers to an artificial intelligence tool made by OpenAI to generate texts that are realistic. The tool uses the GPT-3 language model and machine learning to generate text. At this point, the concept of the GPT-3 model might confuse many. Let’s get right into that.

The GPT-3 model is the successor to the GPT-2 language model, also developed by OpenAI. GPT stands for Generative Pre-trained Transformer; the ‘3’ in the name means it is the third iteration of the model.

GPT-3 takes language modeling to a whole new height. It is trained on 175 billion parameters. For added context, the GPT-2 model was trained on only 1.5 billion parameters. This means GPT-3 has more than ten times the number of parameters its predecessor was trained on. It is capable of processing text in multiple languages, such as English, French, Spanish, German, and Catalan.

What Can OpenAI Text Generator Do?

Thanks to the extensive data used to train the GPT-3, it is perfect for various natural language processing tasks. Perhaps the most common language processing task that comes to mind is the generation of human-like texts. This is why there are many AI writing tools using the GPT-3 model. 

Apart from this, GPT-3 can also be used for:

  • Text translation
  • Sentiment analysis
  • Text summarization

Writing Tools Using Open AI Text Generator

Content writers and copywriters can now use various tools GPT-3-based tools to aid their writing. Tools like INK, Jasper, and Writesonic can produce high-quality content in record time.

INK

Inkforall homepage
INK AI

This is a co-writing tool based on Open AI’s GPT-3 language model. This tool has multi-platform compatible software that helps you write with zero distraction. The tool also includes an SEO feature that is particularly useful for those looking to rank their work higher on search engine result pages.

In addition, INK has a Chrome extension that enables users to use the tool’s rewriting tool on the Chrome browser. INK also helps with the following:

  • Grammar/spelling suggestions
  • Headline optimization suggestions
  • Readability suggestions

Overall, INK is a good choice for anyone who needs to make their writing more readable and rank higher.

Jasper

Jasper homepage
Jasper

This AI writing tool is among the most popular in the market. It generates content for you after entering a few details about the topic. Jasper promises to help you write the first draft ten times faster. 

Some of Jasper’s features are:

  • Multiple language support
  • Surfer SEO integration for better ranking articles

Writesonic

Writesonic homepage
Writesonic

The Writesonic AI writing tool is another option that can help with your writing process. Like other tools on this list, it is a GPT-3 based tool. Writesonic promises to help users write long-form blogs and articles in 15 seconds. Its core features include:

  • Paraphrase
  • Text expander
  • Generate AI article ideas

Copysmith

Copysmit homepage
Copysmith

Copysmith blends its proprietary machine learning and OpenAI’s GPT-3 technology to make writing faster. It’s ideal for e-commerce teams and agencies. It has a Chrome extension and multiple integration options. Some other features are:

  • Ad templates.
  • Brainstorming templates.
  • Bulk product descriptions.

Limitations of OpenAI Text Generating Model

The power of OpenAI’s GPT-3 model remains unmatched. However, like every piece of technology, it has its limitations. These limitations do not necessarily mean GPT-3 is bad. Instead, it shows the points that need improvement.

Falls Short of Artificial General Intelligence (AGI)

GPT-3 is huge, and the possibility is impressive. Nevertheless, it still falls short of being an artificial general intelligence tool.

Many consider AGI the pinnacle of artificial intelligence. The lack of semantic understanding and limited casual reasoning makes GPT-3 fall short of being classified as an AGI system.

Inherent Bias

Another limitation of GPT-3 is its inherent bias. Researchers found that the model generated texts that show inherent bias and prejudice against a particular group.

Although this problem persists, some writing tools try to ensure that their output is free of bias and toxic words. For instance, INK alert users whenever it generates sensitive content. This way, a user can cut them out before sharing their article or blog post with the world.

What Does the Future Hold for OpenAI Text Generator?

Developers of GPT-3 and other active players in the NLP industry will focus on making the current technology better. This means that there is potential for improved skills to generate better text.

In the case of machine learning, learn how to better write the words themselves. They will also focus on creating a more neutral, less biased generation of text in the future. 

Conclusion

The signs are encouraging, and AI will get better. As developers build new systems, one can expect more access to software that can be used for writing. The future of automated text generation is not only one of manipulation by computers but also of a new era of human-computer collaboration.

OpenAI’s GPT-3: Better and Smarter Text Creation

Abir is a data analyst and researcher. Among her interests are artificial intelligence, machine learning, and natural language processing. As a humanitarian and educator, she actively supports women in tech and promotes diversity.

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