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AI Creative Writing: Can AI Really Write Novels?

Can AI write a short story or novel? Take a closer look at AI creative writing and learn about key challenges and considerations for generating stories.

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Introduction

Our text compare tool is a fantastic, lightweight tool that provides plagiarism checks between two documents. Whether you are a student, blogger or publisher, this tool offers a great solution to detect and compare similarities between any two pieces of text. In this article, I will discuss the different ways to use the tool, the primary features of the tool and who this tool is for. There is an FAQ at the bottom if you run into any issues when trying to use the tool.

What makes Originality.ai’s text comparison tool stand out?

Keyword density helper – This tool comes with a built-in keyword density helper in some ways similar to the likes of SurferSEO or MarketMuse the difference being, ours is free! This feature shows the user the frequency of single or two word keywords in a document, meaning you can easily compare an article you have written against a competitor to see the major differences in keyword densities. This is especially useful for SEO’s who are looking to optimize their blog content for search engines and improve the blog’s visibility.

Ways to compare

File compare – Text comparison between files is a breeze with our tool. Simply select the files you would like to compare, hit “Upload” and our tool will automatically insert the content into the text area, then simply hit “Compare” and let our tool show you where the differences in the text are. By uploading a file, you can still check the keyword density in your content.

URL compare

Comparing text between URLs is effortless with our tool. Simply paste the URL you would like to get the content from (in our example we use a fantastic blog post by Sherice Jacob found here) hit “Submit URL” and our tool will automatically retrieve the contents of the page and paste it into the text area, then simply click “Compare” and let our tool highlight the difference between the URLs. This feature is especially useful for checking keyword density between pages!

Simple text compare

You can also easily compare text by copying and pasting it into each field, as demonstrated below.

Features of Originality.ai’s Text Compare Tool

Ease of use

Our text compare tool is created with the user in mind, it is designed to be accessible to everyone. Our tool allows users to upload files or enter a URL to extract text, this along with the lightweight design ensures a seamless experience. The interface is simple and straightforward, making it easy for users to compare text and detect the diff.

Multiple text file format support

Our tool provides support for a variety of different text files and microsoft word formats including pdf file, .docx, .odt, .doc, and .txt, giving users the ability to compare text from different sources with ease. This makes it a great solution for students, bloggers, and publishers who are looking for file comparison in different formats.

Protects intellectual property

Our text comparison tool helps you protect your intellectual property and helps prevent plagiarism. This tool provides an accurate comparison of texts, making it easy to ensure that your work is original and not copied from other sources. Our tool is a valuable resource for anyone looking to maintain the originality of their content.

User Data Privacy

Our text compare tool is secure and protects user data privacy. No data is ever saved to the tool, the users’ text is only scanned and pasted into the tool’s text area. This makes certain that users can use our tool with confidence, knowing their data is safe and secure.

Compatibility

Our text comparison tool is designed to work seamlessly across all size devices, ensuring maximum compatibility no matter your screen size. Whether you are using a large desktop monitor, a small laptop, a tablet or a smartphone, this tool adjusts to your screen size. This means that users can compare texts and detect the diff anywhere without the need for specialized hardware or software. This level of accessibility makes it an ideal solution for students or bloggers who value the originality of their work and need to compare text online anywhere at any time.

Artificial intelligence has made advances by leaps and bounds in terms of AI writing, leading to a rise in courses on how aspiring authors can use the technology in the writing process or even write entire novels. 

The real question is: Can AI handle creative writing? Can it really write a novel from start to finish?

Before you hand over the keys of your next bestseller to AI, it’s important to understand what AI creative writing can and can’t do.

Key Takeaways

  • AI can rapidly generate text segments similar to what may appear in a story.
  • However, AI can’t incorporate personal experience or emotions to add nuance that keeps readers turning pages.
  • As LLM's capabilities expand to 128,000 tokens (approximately 250 pages), their capacity to generate longer sections of text for stories increases.
  • Using AI to generate books poses copyright considerations as the U.S. Copyright Office advises that copyright only currently applies to a “product of human creativity.
  • Many genres pose specific challenges, such as world-building in science-fiction and the human experience in literary fiction.

AI Creative Writing: a Brief Overview

AI is trained on huge swaths of data, including websites, books, and more. Through its training, AI can learn to pull out patterns, styles, and concepts.

However, is AI able to create content that looks and reads like a novel? 

If you prompt an AI chatbot like ChatGPT to write a scene that might appear in a novel, it can typically generate a quick section of text that is similar to a passage from a book.

Yet, AI doesn’t understand emotions or tie in personal experiences the same way a human author can. 

For this reason, it can’t delve into the nuance and subtlety that create those layers of emotion that pull at our heartstrings or keep us turning pages. Sure, AI can write dialogue, but without extensive and specific prompting, it can’t create a deep, intertwined emotional story arc.

Can AI Write Short Stories or Full-Length Novels?

Does the length of creative writing impact AI capabilities? Let’s review using AI for short stories vs. AI for novels.

AI and short stories

You can prompt AI to write a short story, and tools like GPT 4o-mini will quickly generate a brief draft.

So, can AI create a short story? Yes. However, it won’t have the same impactful narrative inspired by human perspectives.

Similarly, it may even be prompted to generate individual chapters.

AI and novels

Can AI generate a full-length novel? It depends.

The actual length of a full-length novel can vary, and not all LLMs are equipped with the capacity to process that number of words or characters.

In their guide on context windows, IBM highlights that the LLM industry standard at the moment is 32,000 tokens. However, this is changing. Companies are looking to create and refine models that can handle 128,000 tokens, which is similar to the length of a novel that has 250 pages.

However, although the capacity for handling longer context windows may increase, creating a full-length novel adds layers of complexity that are best when human-written.

Great novels weave together:

  • An intriguing plot.
  • A unique setting.
  • Memorable characters.
  • Deep themes that keep readers engaged.

AI-generated novels can lose coherence, go off on a variety of trajectories, and leave gaping plot holes and loose ends. 

AI Creative Writing Challenges

There are a number of challenges that AI creative writing faces.

AI comes up short in creativity

When it comes to AI creative writing, it’s limited to its training.

Instead of trying to create new ideas, AI borrows a mix of themes or ideas it has encountered from its training. 

In terms of writing stories, its ‘plots’ become easily predictable — which doesn’t provide a great reader experience.

Additionally, if it generates any duplicate content, it could result in plagiarism or intellectual property issues.

Plot development

One of the biggest challenges that AI creative writing struggles with is creating and maintaining a coherent plot. 

Advanced models like ChatGPT can understand the basics of storytelling (when prompted) and grasp how to generate some key aspects of a story like a setting, conflict, and resolution. 

However, its novel-writing skills take a dive when weaving together the storyline layers that make an immersive novel like:

  • Different subplots.
  • Creating an understandable, logical progression from one chapter (or book) to the next.
  • Expanding character progression to create compelling characters that react to plot twists and turns.

Character development

Human writers often spend weeks or sometimes months developing rich, varied characters with backstories, motivations, flaws and fears. 

Creating characters with this kind of depth makes a story resonate with readers. 

Readers can relate to human-crafted characters because they, too, know what it feels like to go through life similarly or encounter those types of obstacles. 

AI, on the other hand, can create interesting personas, but it struggles to maintain them.

Where AI is helpful, is in creating basic character sketches or brainstorming ideas. Then, a human writer can fill out the initial ideas to fully develop the character for the story.

AI and copyright considerations 

Further, according to current US policies, you can’t copyright AI-generated content. 

The United States Copyright Office, published a guide on content with AI material which notes, “copyright can protect only material that is the product of human creativity.

So, generating a book wouldn’t provide the same protections under copyright as an original human-written work. Read more about who owns AI content.

Genre-Specific Challenges

What challenges do specific genres pose for AI creative writing? Let’s take a look at some of the genre-specific details that AI would have to master to truly generate a compelling storyline.

  • Sci-fi and fantasy: Science fiction and fantasy novels rely on world-building (imagine a futuristic or magical society). This requires a deep internal logic to create settings that the reader can imagine.
    • AI struggles with hallucinations and can generate incorrect information. The same could potentially occur when generating a novel that relies on structured world-building.
  • Literary fiction: Literary fiction often dives deep into stories that capture a very human perspective and experience and are rooted in psychology. What’s more, AI could incorporate clichés, making the copy feel robotic and formulaic.

Incorporating AI Into The Human Creative Writing Process

Although AI isn’t proficient at writing immersive novels on its own, there are areas where AI can contribute to the human creative writing process and save you a great deal of time. 

Consider using AI to brainstorm novel ideas

AI is great as a brainstorming partner that can suggest different character traits, various storyline arcs, or plot twists based on the prompts you give it. 

So, when you’re exploring different ideas that can make your novel come together, AI can offer helpful suggestions that help you beat writer’s block and open up new possibilities for you to explore.

Optimize your editorial process with AI

Some AI-based tools like a grammar checker can help review your text and make sure it’s grammatically correct.

This can help you improve the piece overall. However, it’s important to note that some features of AI editing tools that rewrite or rephrase text can impact AI detection scores.

Final Thoughts 

The bottom line is that AI is best as a support to original human writing when it comes to drafting a novel from start to finish.

There are areas where it can excel, including helping you overcome writer’s block, streamlining research, or even helping you diversify character’s personalities or voices.

AI can’t replace human creative writing, but it can help you take your writing ideas further. 

Looking for more ways to improve the content you publish? Try the Originality.ai Readability Checker to improve the clarity of your writing and make sure that it’s tailored to your ideal audience.

Sherice Jacob

Sherice Jacob is a seasoned copywriter and content professional fluent in English, Spanish, and Catalan, with over 25 years of experience crafting high-converting copy. Passionate about AI, she enjoys exploring the new innovations and possibilities it brings to the world of content creation.

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Why is the English so poor for some prompts?

When making the tool we had to make each prompt as general as possible to be able to include every kind of input. Not to worry though ChatGPT is smart and will still understand the prompt.

In The Press

Originality.ai has been featured for its accurate ability to detect GPT-3, Chat GPT and GPT-4 generated content. See some of the coverage below…

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Originality.ai did a fantastic job on all three prompts, precisely detecting them as AI-written. Additionally, after I checked with actual human-written textual content, it did determine it as 100% human-generated, which is important.

Vahan Petrosyan

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I use this tool most frequently to check for AI content personally. My most frequent use-case is checking content submitted by freelance writers we work with for AI and plagiarism.

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After extensive research and testing, we determined Originality.ai to be the most accurate technology.

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Jon Gillham, Founder of Originality.ai came up with a tool to detect whether the content is written by humans or AI tools. It’s built on such technology that can specifically detect content by ChatGPT-3 — by giving you a spam score of 0-100, with an accuracy of 94%.

Felix Rose-Collins

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ChatGPT lacks empathy and originality. It’s also recognized as AI-generated content most of the time by plagiarism and AI detectors like Originality.ai

Ashley Stahl

forbes.com

Originality.ai Do give them a shot! 

Sri Krishna

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For web publishers, Originality.ai will enable you to scan your content seamlessly, see who has checked it previously, and detect if an AI-powered tool was implored.

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Frequently Asked Questions

Why is it important to check for plagiarism?

Tools for conducting a plagiarism check between two documents online are important as it helps to ensure the originality and authenticity of written work. Plagiarism undermines the value of professional and educational institutions, as well as the integrity of the authors who write articles. By checking for plagiarism, you can ensure the work that you produce is original or properly attributed to the original author. This helps prevent the distribution of copied and misrepresented information.

What is Text Comparison?

Text comparison is the process of taking two or more pieces of text and comparing them to see if there are any similarities, differences and/or plagiarism. The objective of a text comparison is to see if one of the texts has been copied or paraphrased from another text. This text compare tool for plagiarism check between two documents has been built to help you streamline that process by finding the discrepancies with ease.

How do Text Comparison Tools Work?

Text comparison tools work by analyzing and comparing the contents of two or more text documents to find similarities and differences between them. This is typically done by breaking the texts down into smaller units such as sentences or phrases, and then calculating a similarity score based on the number of identical or nearly identical units. The comparison may be based on the exact wording of the text, or it may take into account synonyms and other variations in language. The results of the comparison are usually presented in the form of a report or visual representation, highlighting the similarities and differences between the texts.

String comparison is a fundamental operation in text comparison tools that involves comparing two sequences of characters to determine if they are identical or not. This comparison can be done at the character level or at a higher level, such as the word or sentence level.

The most basic form of string comparison is the equality test, where the two strings are compared character by character and a Boolean result indicating whether they are equal or not is returned. More sophisticated string comparison algorithms use heuristics and statistical models to determine the similarity between two strings, even if they are not exactly the same. These algorithms often use techniques such as edit distance, which measures the minimum number of operations (such as insertions, deletions, and substitutions) required to transform one string into another.

Another common technique for string comparison is n-gram analysis, where the strings are divided into overlapping sequences of characters (n-grams) and the frequency of each n-gram is compared between the two strings. This allows for a more nuanced comparison that takes into account partial similarities, rather than just exact matches.

String comparison is a crucial component of text comparison tools, as it forms the basis for determining the similarities and differences between texts. The results of the string comparison can then be used to generate a report or visual representation of the similarities and differences between the texts.

What is Syntax Highlighting?

Syntax highlighting is a feature of text editors and integrated development environments (IDEs) that helps to visually distinguish different elements of a code or markup language. It does this by coloring different elements of the code, such as keywords, variables, functions, and operators, based on a predefined set of rules.

The purpose of syntax highlighting is to make the code easier to read and understand, by drawing attention to the different elements and their structure. For example, keywords may be colored in a different hue to emphasize their importance, while comments or strings may be colored differently to distinguish them from the code itself. This helps to make the code more readable, reducing the cognitive load of the reader and making it easier to identify potential syntax errors.

How Can I Conduct a Plagiarism Check between Two Documents Online?

With our tool it’s easy, just enter or upload some text, click on the button “Compare text” and the tool will automatically display the diff between the two texts.

What Are the Benefits of Using a Text Compare Tool?

Using text comparison tools is much easier, more efficient, and more reliable than proofreading a piece of text by hand. Eliminate the risk of human error by using a tool to detect and display the text difference within seconds.

What Files Can You Inspect with This Text Compare Tool?

We have support for the file extensions .pdf, .docx, .odt, .doc and .txt. You can also enter your text or copy and paste text to compare.

Will My Data Be Shared?

There is never any data saved by the tool, when you hit “Upload” we are just scanning the text and pasting it into our text area so with our text compare tool, no data ever enters our servers.

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