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Charley is powered by Artificial Intelligence, and he's here to help.

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Let AI transform the way you write. Our 200,000+ users already have!

Charley AI will take you all the way from deciding on a topic, to submitting your essay in a matter of seconds.

Get Inspired

Charley identifies the ideal topics for your essay and provides insightful example essays to inspire and guide you.

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Our AI adapts to your desired grade level, and will tailor it's writing style and word choice to suit the grade you want your essay be marked.

Intuitive Essay Generator

Experience seamless essay generation with our user-friendly text editor. Craft compelling essays effortlessly and unlock your full writing potential.

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Customizable Essay Creation

Personalize your writing journey with our versatile essay creation page. Select the tone, essay type, word count, and desired grade to start writing the perfect essay tailored to your needs.

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Supercharge Your Essay Writing With EssayGP

Your Best AI Essay Writing Copilot

Take Your Essay Writing To The Next Level With EssayGPT

Take Your Essay Writing To The Next Level With EssayGPT

Streamline your essay content workflow here. Save time having to research, cite, or plagiarism-check your work using our powerful AI essay writing copilot!

Take Your Essay Writing To The Next Level With EssayGPT

Extensive Features Offered By Our AI Essay Writer

Create & Enhance Any Essay Content

Create & Enhance Any Essay Content

Get full-length essay drafts on any topic or subject in a flash. Once you type //, EssayGPT can help you instantly craft new content from scratch. You can also rewrite, summarize, or expand any existing essay in one click.

Research & Fact-Checking Capabilities

Research & Fact-Checking Capabilities

EssayGPT can help speed up the research and fact-checking process, as it is linked to a vast network of scholastic databases and academic publications. Access detailed and up-to-date information for your essay workflow.

Custom Citation Assistance

Custom Citation Assistance

Creating citations can be tedious and prone to errors. But you can now automate the entire process in seconds! With EssayGPT, you can instantly add accurate references in any style you want, be it in APA, MLA, Chicago, and more.

Automated Essay Completion

Automated Essay Completion

If you’re struggling with writer’s block, EssayGPT’s AI auto complete feature can help. It instantly analyzes the context of your existing writing before providing tailored and relevant suggestions that finish the rest of the essay on your behalf.

Comprehensive Grammar Checker

Comprehensive Grammar Checker

Say goodbye to any grammatical, syntax, or punctuation errors. EssayGPT will consistently ensure that your essay content will be coherent, clear, and easy enough for readers to understand.

Accurate Plagiarism Checker

Accurate Plagiarism Checker

EssayGPT accurately scans your essay content to ensure it is 100% unique and not copied from anywhere. Make corrections and revisions before submission to avoid claims of plagiarism.

ScholarChat AI Assistant

ScholarChat AI Assistant

ScholarChat is our AI chatbot designed to streamline any academic writing, editing, or research task. You can use this tool to generate essay content, fact-check information, translate papers, and so much more.

Generate Various Essays On Any Topic Using EssayGPT

EssayGPT is an extremely versatile AI essay writing assistant that accommodates a vast range of academic subject matter and topics such as:

Literature Analysis

Business Tactics

Scientific discourse

Health & Medicine

Historical Research

Social Studies

Environmental Assessment

In addition, EssayGPT is also capable of generating any type of essay content in any preferred writing format or style. This includes but is not limited to:

Narrative writing

Argumentative writing

Descriptive writing

Analytical writing

Expository writing

Comparison writing

Persuasive writing

Write Essays for Any Topic & Type With EssayGP

How Does EssayGPT Work?

You only need to follow the following three steps to produce a quality essay in seconds:

Step 1: Generate/Provide Your Essay

Type // to generate essay content such as an outline, introduction, abstract, and more. Alternatively, you can also copy/paste an existing essay into the portal for editing.

Step 2: Enhance Your Essay

Proceed to edit the draft using EssayGPT's advanced tools. You can utilize our 'Research' tool to pinpoint relevant publications to cite from in any field of study.

Step 3: Export Your Essay

If you are satisfied with the output, feel free to export the full-length essay in any desired format such as a local Word or PDF file. You can also export to Google Docs or WordPress.

What does EssayGPT do?

How does essaygpt optimize academic research.

EssayGPT is directly linked to a vast and up-to-date database that contains millions of academic papers, scholarly articles, scientific research studies, and more.

As such, it can instantly sift through and track down information published by well-respected authors in the academic community. This helps you streamline the research process, no matter what the subject matter or topic may be.

Is EssayGPT safe and secure enough to use?

Does essaygpt scan for signs of plagiarism, is there an ai auto-completion feature on essaygpt.

Yes. With EssayGPT, you no longer have to deal with writer’s block. There is an AI auto-completion option that you can access to instantly generate full-length completions that help extend your essay further.

Moreover, the added content will mirror your natural writing style and be contextually relevant. This ensures your intended message will still be conveyed as accurately as possible.

Can EssayGPT generate essays in multiple languages?

Take Full Advantage Of Our Powerful AI Essay Writer!

Take Full Advantage Of Our Powerful AI Essay Writer!

Make academic life easier using EssayGPT to generate and revise any essay in seconds!

AI Essay Writer

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Looking for the All-in-One AI Essay Writer?

Reliable and secure platform for your essay needs.

  • Original draft in minutes Generate unique drafts with ideas and arguments to save time for important things. Read more Our AI essay generator creates complete academic drafts based on your instructions with a few clicks that can be edited. Close
  • Plagiarism-free content Get 100% unique drafts that are customized according to your expectations. Read more Textero.ai is a plagiarism-free platform ensuring the academic integrity of all papers and caring about your data safety. Close
  • Real academic references Expand your research, find credible sources, add them to your library, and format your paper in two clicks. Read more The AI finds only real academic sources to support your essay writer and formats the work according to the selected citation format automatically. Close

Essay Writing

The Revolution in Essay Writer

AI is taking education by storm, and AI essay writer tools are becoming more popular than ever among students. They use advanced algorithms and natural language processing models to generate complete essays quickly. Combined with access to academic databases with papers from reputable authors, Textero AI is tailored to generate the highest-quality essays for any academic discipline, streamlining the essay writing process.

Trusted by Top University Students

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Benefits of Textero AI Essay Maker

Students use our AI essay writer to simplify the essay-writing process by boosting productivity through quick generation of essays and research papers. This saves time and allows students to stay focused on the topic.

We use advanced natural language processing algorithms to ensure that content is error-free. Generated content has consistent grammar, tone, and adjustable style.

Our free AI essay generator guarantees plagiarism-free essays. It generates accurate citations for APA and MLA styles, ensuring that your research papers are adhering to the highest academic standards.

Essay writing tool ensures top quality of essays through access to an academic database with 215+ million papers. A combination of consistent tone, style, and coherence results in professional essays that adhere to academic standards.

With customizable settings for the generator, our essay writer tool offers unprecedented personalization to students. Provide the assistant with the details of your essay or outline to generate required paper.

Our AI essay writer tool gathers scientific sources from open scholarly bases with reputable articles. It also features an AI-powered assistant to improve the research process.

How Textero AI Essay Writer Works?

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Your Personal AI Writing Coach

Write your essays faster with our AI essay maker and generator.

Find inspiration for your writer with Textero essay writing tool.

Polish your writing style by simplifying, expanding, shortening, or paraphrasing your text.

Find articles from reputable authors, generate citations, and conduct research.

Build compelling outlines with AI to streamline your writing process.

Upload your documents and texts to receive comprehensive summaries.

1M+ Users Review Textero AI Essay Writer

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Jan 12, 2023

"As a student who struggles with planning papers and meeting deadlines, Textero AI was a life saver! The automatic outline and bibliography builder kept me structured, while the quick generation of introductions and conclusions accelerated my writing process. I finished two days early!"

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Nov 21, 2022

"Facing a tight deadline for a major thesis paper, I used Textero's rapid generation of related evidence and rephrasing of my arguments to produce a well-cited, coherent paper in just a few days! It helped me synthesize tons of research efficiently."

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Sep 15, 2023

"Textero essay writing tool quick brainstorming helped cure my writer’s block by sparking unique ideas I never considered. Seeing essay samples on various topics then effortlessly crafting an intriguing opening paragraph gave me creative confidence I've missed for years!"

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Dec 1, 2022

"As a non-native speaker, Textero AI was a revelation. It offered vocabulary enhancements that made my essays sound natural. The Advanced Grammar and Style Corrections improved my writing dramatically, boosting my grades and confidence. Highly recommended for anyone seeking fluency in their academic writing!"

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Aug 19, 2023

"Facing a tight deadline, I turned to Textero AI Essay Witing. Its quick essay generation feature produced quality content fast. It relieved my stress and helped me submit my assignment on time, with confidence. It's an invaluable tool for any student in a time crunch."

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Oct 28, 2022

"Textero vocabulary suggestions enriched my academic essays, making them more articulate and impactful. The tool's ease of use and efficient features saved me countless hours, allowing me to focus on research. It's a fantastic aid for any academic writer."

  • Intelligent Outlining Module – AI essay writer uses advanced algorithms to ensure coherent structure of generated texts. Resulting essays have a logical flow that expands on research topics.
  • Dynamic Research Engine – our essay writing tool has access to academic research databases that are constantly updated. It prioritizes most recent sources to use in generated essays.
  • Adaptive Writing Assistant – our AI assistant was trained on more than 215 million academic papers to provide suggestions to users’ content. It can be used to edit and revise generated texts.
  • Multi-Format Citation Engine – users can select MLA and APA citation styles for their essays. AI essay writer will format sources according to the preferred citation style.
  • Ask AI Function – look for academic sources relevant to your topic while working with the document. Users can ask AI a question and receive a detailed answer with relevant citations.
  • Extensive Academic Database Access – Textero AI has direct access to the academic research paper database that is constantly updated. Sources used in generated essays adhere to academic standards.
  • Contextualized Content Generation – AI essay writer tool generates contextually relevant essays and research papers based on the topic and instructions provided by the user.
  • Anti-Plagiarism Shield – content generated by Textero AI is 100% plagiarism-free. It uses advanced algorithms to detect and eliminate plagiarism, ensuring that your assignments are credible.
  • Narrative – narration of a story through events, often from the author’s perspective;
  • Persuasive – the use of logical and reasonable arguments aimed at persuading readers to adopt the author’s point of view;
  • Argumentative – presentation of a topic from several perspectives, favoring one side with evidence and reasoning;
  • Expository – presentation of a topic in a straightforward manner by using facts and examples;
  • Compare and contrast – description of similarities and differences between subjects to provide a nuanced perspective on the topic;
  • Cause and effect – description of relationships between events to explain how different factors lead to a particular outcome;
  • Definition – explanation of a idea, concept, or term with exploration of its interpretations;
  • Expository – explanation of a topic in an unbiased manner through factual information and analysis.

Are you ready to write top-quality essay with Textero.ai?

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Improve Your Academic Writing Skills and Performance With Textero AI. Discover your ultimate go-to assistant for academic writing. Use the power of AI to overcome writer’s block, find new ideas, and elevate your writing experience with Textero.ai.

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AI Essay Writer & Assistant

Are you a student seeking to enhance your essay, assignment, or paper writing skills? Tired of low-quality tools that generate bad quality suggestions and don't help you put your own ideas out there? Look no further! Our AI essay writer is here to help you become a more confident and skilled academic writer.

Are you a student seeking to enhance your essay, assignment, or paper writing skills? Tired of low quality tools that proviLook no further! Jenni AI is here to help you become a more confident and skilled academic writer.

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Loved by over 2 million academics

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Trusted by Leading Universities

Join the ranks of students and researchers from prestigious institutions that trust us for essay writing support.

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What Makes Our AI Essay Writer Different?

ai essay writer tool enhancing writing abilities

Overcome Essay Writer's Block.

Staring at a blank page? With our intuitive interface and AI-powered suggestions, you can generate essay prompts, assignment outlines, and paper topics, so you never have to battle writer's block alone.

Develop Your Essay Writing Skills, Don't Replace Them.

Our AI-powered assistant offers constructive feedback on your writing. It helps you identify areas for improvement, enhances the clarity of your arguments, and refines your writing style, making you a more effective communicator.

write essay prompts with AI-powered suggestions

Academic Integrity Matters.

At Jenni AI, we take academic integrity seriously. Our tool is designed to enhance your writing abilities, not replace them. We do not generate entire essays, and we do not endorse cheating or plagiarism. Jenni is a legitimate essay writing assistant that provides you with the guidance and support you need to write your essays with citations.

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How Does Our Essay Writing AI Work?

Sign up for free.

Create a free account and gain access to our powerful essay writer.

Enter Your Paper Or Essay Title

Write your essay, paper, or assignment topic or title to get started.

Receive Writing Suggestions

Our essay suggestion generator will give you insightful suggestions, helping you generate ideas and structure your essay effectively.

Edit and Enhance

Use the essay AI's feedback to edit and enhance your writing. Refine your essay until it's polished to perfection.

Generate & Research Essay Citations

Easily access citations, references and sources to ensure your essay is well-documented and academically sound.

What Our Users Say

Discover how Jenni AI has made a difference in the lives of academics just like you

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· Aug 26

I thought AI writing was useless. Then I found Jenni AI, the AI-powered assistant for academic writing. It turned out to be much more advanced than I ever could have imagined. Jenni AI = ChatGPT x 10.

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Charlie Cuddy

@sonofgorkhali

· 23 Aug

Love this use of AI to assist with, not replace, writing! Keep crushing it @Davidjpark96 💪

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I started with Jenni-who & Jenni-what. But now I can't write without Jenni. I love Jenni AI and am amazed to see how far Jenni has come. Kudos to http://Jenni.AI team.

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· 28 Jul

Jenni is perfect for writing research docs, SOPs, study projects presentations 👌🏽

Frequently asked questions

Does this ai essay writer generate entire essays, assignments, or papers, is there a free version, does it include a citation generator.

How does the writing process work?

Does it produce high-quality auto suggestions?

Does Jenni AI generate high quality essays?

Can I trust this AI Essay Assistant?

Choose us for your essay and never look back.

Learn how we stand out from other AI essay writers, generators and bots on the web

Feature Featire

COMPETITORS

Dynamic Writing Process

Employs a dynamic writing process driven by advanced algorithms and machine learning. Provides personalized guidance and support at every stage of your writing journey.

Often follow a linear essay generation process, lacking the adaptability and personalized assistance offered by Jenni AI.

Advanced Algorithms

Utilizes cutting-edge algorithms to understand your writing needs, adapting to your unique style and preferences over time.

May use basic algorithms that limit their ability to provide tailored writing assistance.

AI Assistant

Not an essay generator but a comprehensive AI assistant. Goes beyond generating content by offering guidance, essay outlines, and sources of inspiration.

Usually function as essay generators, focusing solely on content generation without providing comprehensive writing support.

User-Friendly

Offers an intuitive and user-friendly interface that simplifies the writing process. It's designed to be accessible to users of all backgrounds.

User interfaces can vary in terms of usability and may not be as user-friendly as Jenni AI's interface.

Incorporates natural language processing to understand and respond to your writing needs in a conversational manner.

May lack the depth of natural language processing capabilities found in Jenni AI, resulting in less interactive and effective interactions.

Ready to Elevate Your Essay Writing?

Join thousands of students, researchers, and academics who have experienced the benefits of Jenni AI, your ultimate AI academic essay writer. Sign up for a free account today and take your writing to the next level!

Rytr's AI generates original and compelling content that sounds like you , not a robot.

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Choose from over 40+ content use cases and templates to streamline your writing workflow.

AI Autocomplete Text

Use AI to finish sentences/paragraphs, enhancing writing flow and quality.

Text Editing: Continue Writing

The Continue Ryting feature automatically writes for you.

Text Inflator

Expand Content turns one sentence or paragraph into two with rewrites.

Grammar Checker & Text Improver

Refine content for clarity, grammar, and tone.

AI Paragraph Generator

Add contextually relevant paragraphs to content for enhanced depth.

Rewording Generator

Rephrase content for clarity, conciseness, and unique presentation.

Sentence Shortener

Shorten content, retaining key points for concise, clear output.

AI Command Generator

Instruct Rytr's AI on what to write and it will do so.

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AI Blog Generator

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AI extracts keywords from text for SEO, content themes, and trends.

AI Keyword Generator

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AI for Essay Writing — Exploring Top 10 Essay Writers

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Table of Contents

Let’s admit it — essay writing is quite a challenging task for students. Especially with the stringent deadlines, conducting research, writing , editing, and addressing to-and-fro reviews — consumes a whole lot of time and often becomes stressful. Therefore, students are always on the lookout for tools that speed up the essay writing process.

And that’s when AI writing tools make their debut! Using the best AI for essay writing makes the lives of students much easier by automatically generating the essay for them.

The rise in the popularity of artificial intelligence technology and deep learning has paved the way for the numerous AI writer tools available today. To help you understand the different types of AI tools and their benefits, we’ve uncovered the features of the top 10 AI essay generators in this article.

Let’s explore the tools and learn how they are transforming the tedious task of essay writing!

What is essay writing?

Essay writing is a part of academic writing that emphasizes formulating an idea or argument. The main objective of academic essay writing is to present a well-reasoned argument or idea. Evidence, analysis, and interpretation are the three major components of essay writing . It should have a logical structure to support the argument or idea of the essay so that it communicates clearly and concisely.

What is an AI essay writer?

AI essay writers is a tool that is designed to help students generate essays using machine learning techniques. They can be used to generate a full essay or generate a few parts of the essay, for example, essay titles, introduction, conclusion, etc.

Why should researchers use AI essay generators?

There are infinite benefits to using AI tools for writing unique essays, especially for researchers or students. Here are a few of them —

1. Saves time

Using best AI for essay writing has its own benefits. Students can take care of the research process while these AI tools write the essays for them. Be it an essay topic or a full-length essay generation, it saves a bunch of students' time.

2. Boosts productivity

Writing is a tedious task especially when you want to write an essay about a novel topic, that writer’s block starts haunting and your productivity gets affected. But, with AI, it’s the other way around and increases productivity by quickly generating the essays for you.

3. Enhances writing skills — Vocabulary and Style

Adopting the best AI essay writing AI tool not only help with creating essays but also help us hone our writing skills by giving proper suggestions about grammar, sentence structure, tone, style, and word choice.

4. Reduces stress

Students often undergo a lot of pressure and stress because of deadlines and submissions. With the best AI essay generator, they help you write essays smarter thereby reducing stress and fear in no time.

5. Facilitates multidisciplinary research

AI essay writing tools foster interdisciplinary study through their ability to scan and combine knowledge from multiple domains. That way, it helps us quickly get a grasp of new subjects or topics without a heavy-lifting process.

6. Cost-effective

Most of the AI essay writing tools have lower pricing and also allow certain discounts for students. So, it is also a cost-effective approach to use AI writing tools.

The Top AI Essay Writing Tools and Their Features

Several AI essay writers are available based on the types of essays one would want to generate. Now, let's quickly understand the top 10 AI writing tools that generate essays within just a few minutes.

1. PerfectEssayWriter.ai

Perfect-Essay-Writer-AI

It is one of the best AI for essay writing that not only creates an essay but also comes up with advanced features including plagiarism detection, auto-referencing, and contextual analysis. As a result, it generates coherent essays that are well-researched and properly cited. It is best recommended for creating academic essays and essay outlines.

How does PerfectEssayWriter work?

  • Pick the right tool for your purpose — Go with an essay writer if you want to generate a full essay or choose the essay outliner if you want to create just the outline of the essay.
  • Enter your specific conditions and preferences. Add essay topic, academic level, essay type, number of pages, and special instructions, if any.
  • Click on “generate” and wait for the result
  • Once you have the essay generated, you can review, edit, or refine it and then download it.
  • Generates a large chunk of data up to 2000 words
  • Output is provided within 90 seconds
  • Provides a plethora of other tools like Citation generator, grammar checker, thesis statement generator, and more
  • Comes with 10+ essay writing templates
  • Subscription-based and not a free tool
  • Human review is a mandate

2. Essaybot - Personalized AI writing

Essaybot

Essaybot is the product of a reputed online essay-writing service, MyPerfectWords. It is meant to enhance academic essay writing and streamline the tasks of students. Its user friendly website makes it an instant and hassle-free essay generation saving a lot of time and effort for students.

How does Essaybot work?

  • Enter the essay title or topic
  • Click on “start writing” and wait for it to generate a well-reasoned essay.
  • The tools come for free
  • No sign-up is required
  • 100% unique and High-quality output
  • Very limited features that lack advanced functionalities

3. FreeEssayWriter.net

FreeEssayWriter.net

FreeEssayWriter is an organization that provides essay-writing services to students worldwide. It has an AI essay typer tool — that helps you generate essays instantly. What sets this essay typer apart is its initiative to help students with their free essay writer providing the students with a 2-page free essay.

How does FreeEssayWriter.net work?

It works similarly to Essaybot, input the title or the topic of your essay and wait for it to generate the essay. They also have an option to edit and download a free version of the generated essay instantly.

  • Provides high-quality essays and is considered to be one of the reliable and trusted sources of information
  • Students can improve their writing skills and learn more about essays by referring to their free essay database or sources
  • Priority customer support is available 24*7
  • The site is not optimized for mobile devices
  • The quality of the essay output could still be improved

4. MyEssayWriter

MyEssayWriter

This AI essay writing tool is no exception in terms of generating a high-quality essay. You can generate essays for various topics depending on the background of your research study. Be it academic or non-academic essay writing, this tool comes in handy.

How does MyEssay Writer work?

Add your preferences and then click on generate. It will give you a high-quality and 100% unique essay crafted based on your requirements.

  • The tool comes for free — no subscription is required
  • Knows for its consistency in the quality and the tone of the essay output
  • Also has a paid custom writing service that provides human-written essays
  • Might not provide quality output for complex and technical-based keywords or topic

5. College Essay AI

College-Essay-AI

College essay AI stands unique as an ai writing tool as it not only uses an AI-based algorithm to generate essays but it also backs up the output as it is reviewed and approved by a team of professional experts. It is the best AI essay writing tool for college and graduate students where the output adheres to the graduate students' essay writing guidelines.

How does the College Essay AI generator work?

  • Input the required information — essay topic, academic level, number of pages, sources, and specific instructions, if any.
  • Click on “generate essay” and wait for the output
  • Conduct plagiarism and grammar check
  • Download the essay
  • High-level output for academic essay writing
  • Pocket-friendly premium plans
  • Doesn’t provide multiple sets of templates
  • Not quite suitable for non-academic essay writing

6. Jasper AI

Jasper-AI

Jasper AI has been the oldest player in the game of AI content writing. Fast forward to now, its features have been magnified with the inception of natural language processing algorithms and that’s how they are helping students write their essays as well. However, Jasper is the best AI tool for non-academic writing projects like content writing or creative writing.

How does Jasper AI work?

  • Choose a template — if you are about to write an essay, go with the “document”
  • Add your preferences
  • Click “compose” and get the output
  • Generates the essays instantly
  • Provides well-structured output according to the tone and style of your preferences
  • Not quite suitable for academic writing essays

7. Textero AI

Textero-AI

Textero AI provides a few writing tools for students that facilitate their various academic papers and writing projects. Its essay generator helps you generate ideas for a full-length essay based on the topic and also suggests new topic ideas or thesis statement ideas for your academic assignments.

How does Textero AI work?

  • Click on “Essay Generator” located on the LHS (Left-hand Side)
  • Input the title and description based on which you want to generate the essay
  • Pick the right citation style
  • Click “generate” and wait for the output
  • It also provides other tools like an outline generator, and summary generator and has an AI research assistant that answers all your questions relevant to the research
  • The output is 100% unique and plagiarism and error-free
  • Might fail to provide an essay focussed on complex or technical topics

8. Quillbot

Quillbot

Though Quillbot is essentially built for paraphrasing and summarizing tasks. It comes as a rescue when you have to revamp, improvise, or refine your already-composed essay. Its co-writer helps you transform your thoughts and ideas and make them more coherent by rephrasing them. You can easily customize your text based on the customization options available.

How does Quillbot Paraphraser work?

  • Import or copy the content
  • Click on “Paraphrase” “Summarize” or “Suggest text” based on your requirement
  • Make the required customizations and save the document.
  • Offers a plethora of tools required for students
  • Both free and premium plans are available
  • Enhances vocabulary and language skills
  • Limited customization options with the free plan
  • Only supports the English language

9. SciSpace Paraphraser

SciSpace-Paraphraser

SciSpace is the best AI tool that helps you fine-tune your essay. If you feel your essay writing needs AI suggestions to improve the language, vocabulary, writing styles, and tone of your essay, SciSpace is at your rescue. It has more customized options than Quillbot and improves your essay by rephrasing it according to the required or preferred writing style, and tone. This is a very good alternative to Quillbot.

How does SciSpace Paraphrasing work?

  • Simply paste the content to the screen
  • Choose the length and variation properly
  • Select the language
  • Click “Paraphrase”
  • Has 22 custom tones and all of them are available even on the free plan
  • Supports 75+ languages
  • Comes with an AI-detection report for English paraphrase output
  • Delay in the output

10. ChatGPT

ChatGPT

It would be unfair if we talk about AI tools and do not enlist ChatGPT. When it comes to automated essay writing tasks, ChatGPT is not trivial. With proper prompts, you can automate the essay writing process and generate a well-crafted and coherent essay. However, the quality and the accuracy cannot be trusted as the model hallucinates and doesn’t include sources.

How does ChatGPT work?

  • Create a prompt based on your requirement
  • Ask ChatGPT to write an essay about your topic, specify conditions and preferences
  • Click enter and wait for the essay
  • Comes for free
  • Cannot rely on the output as the model hallucinates
  • Lacks the upgraded features that other essay-writing tools have

Concluding!

Writing essays can be a real struggle. But, the inception of the best AI essay-generation tools makes the entire writing process a lot easier and smoother. However, you should be extra vigilant while relying on these tools and consciously use them only as a technological aid. Because over-reliance on these AI tools could diminish student's writing skills and the user can become more gripped by the tools. So, use it wisely without affecting your knowledge and skills.

You can explore the above tools whenever you need any help with essay writing, and reap the benefits of them without compromising on the quality of your writing.

And! If you're stuck exploring multiple research papers or want to conduct a comprehensive literature review , you know which tool to use? Yes, it's SciSpace Literature Review, our AI-powered workspace, which is meant to make your research workflow easier. Plus, it also comes with SciSpace Copilot , our AI research assistant that answers any question that you may have about the research paper.

If you haven't used it yet, you can use it here !

Choosing the best AI for writing long-form essays depends on your requirements. Here are the top 5 tools that help you create long-form and college essays —

1. Free Essay Writer AI

2. College Essay AI

3. My Essay Writer

4. Textero AI

5. Perfect Essay Writer

The Perfect Essay Writer AI and Textero AI are the two best AI essay generators that help you write the best essays.

ChatGPT is not specifically built to assist you with essay writing, however, you can use the tool to create college essays and long-form essays. It’s important to review, fact-check the essay, and refer to the sources properly.

Essaybot is a free AI essay generator tool that helps you create a well-reasoned essay with just a click.

Unless your university permits it, using AI essay generators or writing tools to write your essay can be considered as plagiarism.

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What are you writing about today?

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The best AI writing generators

These 7 ai writing tools will take your content to the next level..

Hero image with the logos of the best AI writing software

Of course, all AI writing software needs human supervision to deliver the best results. Left to its own devices, it tends to produce fairly generic and frequently incorrect content, even if it can pass for something a human wrote. Now that AI tools are increasingly popular, people also seem more aware of what bland AI-produced content reads like and are likely to spot it—or at least be suspicious of content that feels like it lacks something.

I've been covering this kind of generative AI technology for almost a decade. Since AI is supposedly trying to take my job, I'm somewhat professionally interested in the whole situation. Still, I think I'm pretty safe for now. These AI writing tools are getting incredibly impressive, but you have to work with them, rather than just letting them spit out whatever they want.

So, if you're looking for an AI content generator that will help you write compelling copy, publish blog posts a lot quicker, and otherwise take some of the slow-paced typing out of writing, you've come to the right place. Let's dig in. 

The best AI writing software

Jasper for businesses

Copy.ai for copywriting

Anyword for assisting you with writing

Sudowrite for fiction

Writer for a non-GPT option

Writesonic for GPT-4 content

Rytr for an affordable AI writer

How do AI writing tools work?

Search Google for AI writing software, and you'll find dozens of different options, all with suspiciously similar features. There's a big reason for this: 95% of these AI writing tools use the same large language models (LLMs) as the back end.

Some of the bigger apps are also integrating their own fine-tuning or using other LLMs like Claude . But most are really just wrappers connected to OpenAI's GPT-3 and GPT-4 APIs, with a few extra features built on top—even if they try to hide it in their own marketing materials. If you wanted to, you could even create your own version of an AI writing assistant without code using Zapier's OpenAI integrations —that's how much these apps rely on GPT.

See how one writer created an AI writing coach with GPT and other ways you can use OpenAI with Zapier .

Now this isn't to say that none of these AI-powered writing apps are worth using. They all offer a much nicer workflow than ChatGPT or OpenAI's playground , both of which allow you to generate text with GPT as well. And the better apps allow you to set a "voice" or guidelines that apply to all the text you generate. But the difference between these apps isn't really in the quality of their output. With a few exceptions, you'll get very similar results from the same prompt no matter which app you use—even if they use different LLMs. Where the apps on this list stand out is in how easy they make it to integrate AI text generation into an actual workflow.

As for the underlying LLM models themselves, they work by taking a prompt from you, and then predicting what words will best follow on from your request, based on the data they were trained on. That training data includes books, articles, and other documents across all different topics, styles, and genres—and an unbelievable amount of content scraped from the open internet . Basically, LLMs were allowed to crunch through the sum total of human knowledge to form a deep learning neural network—a complex, many-layered, weighted algorithm modeled after the human brain. Yes, that's the kind of thing you have to do to create a computer program that generates bad poems . 

If you want to dive more into the specifics, check out the Zapier articles on natural language processing and how ChatGPT works . But suffice it to say: GPT and other large language models are incredibly powerful already—and because of that, these AI writing tools have a lot of potential. 

What makes the best AI text generator?

How we evaluate and test apps.

Our best apps roundups are written by humans who've spent much of their careers using, testing, and writing about software. Unless explicitly stated, we spend dozens of hours researching and testing apps, using each app as it's intended to be used and evaluating it against the criteria we set for the category. We're never paid for placement in our articles from any app or for links to any site—we value the trust readers put in us to offer authentic evaluations of the categories and apps we review. For more details on our process, read the full rundown of how we select apps to feature on the Zapier blog .

We know that most AI text generators rely on the various versions of GPT, and even those that don't are using very similar models, so most apps aren't going to stand out because of some dramatic difference in the quality of their output. Creating effective, human-like text is now table stakes. It was required for inclusion on this list—but not sufficient on its own.

As I was testing these apps, here's what else I was looking for:

Tools powered by GPT or a similar large language model with well-documented efficacy. In practice, this means that most but not all of the AI writing tools on this list use GPT to a greater or lesser degree. Many apps are starting to hide what models they use and claim to have a lot of secret sauce built on top (because there's a marketing advantage in being different and more powerful), but the reality is that nine times out of ten, it's the GPT API that's doing the heavy lifting.

An interface that gives you a lot of control over the text output. The more options you have to influence the tone, style, language, content, and everything else, the better. I didn't want tools where you just entered a headline and let the AI do the rest; these are all tools that you collaborate with, so you can write great copy quickly. The best AI writing tools also let you set a default brand voice that's always on.

Ease of use. You shouldn't have to fight to get the AI to do what you want. With AI writing software like this, there will always be some redoing and reshaping to get the exact output you want, but working with the AI shouldn't feel like wrangling a loose horse. Similarly, great help docs and good onboarding were both a major plus. 

Affordability. ChatGPT is currently free, and all these tools are built on top of an API that costs pennies . There was no hard and fast price limit, but the more expensive tools had to justify the extra expense with better features and a nicer app. After all, almost every app will produce pretty similar outputs regardless of what it costs. 

Apps that weren't designed to make spam content. Previous text-generating tools could " spin " content by changing words to synonyms so that unscrupulous website owners could rip off copyrighted material and generally create lots of low-quality, low-value content. None of that on this list.

Even with these criteria, I had more than 40 different AI writing tools to test. Remember: it's relatively easy for a skilled developer to build a wrapper around the GPT API, so I had to dig deep into each one to find out if it was any good or just had a flashy marketing site.

I tested each app by getting it to write a number of different short- and long-form bits of copy, but as expected, there were very few meaningful quality differences. Instead, it was the overall user experience, depth of features, and affordability that determined whether an app made this list. 

Zapier Chatbots lets you build custom AI chatbots and take action with built-in automation—no coding required. Try the writing assistant template to help you create high quality content, effortlessly.

The best AI writing generators at a glance

Best ai writing generator for businesses, jasper (web).

Jasper, our pick for the best AI writing generator for businesses

Jasper pros:

One of the most mature and feature-filled options on the list 

Integrates with Grammarly, Surfer, and its own AI art generator

Jasper cons:

Expensive given that all the apps use similar language models 

Jasper (formerly Jarvis) is one of the most feature-filled and powerful AI content generators. It was among the first wave of apps built on top of GPT, and its relative longevity means that it feels like a more mature tool than most of the other apps I tested. It's continued to grow and develop in the months since I first compiled this list.

If you have a business and budget isn't your primary concern, Jasper should be one of the first apps you try. It's pivoted to mostly focus on marketing campaigns rather than just generating generic AI content. That's not a bad thing, but it means that plans now start at $49/month for individual creators and $125/month for teams.

Jasper has also moved away from just being a GPT app. It claims to combine "several large language models" including GPT-4, Claude 2, and PaLM 2, so that "you get the highest quality outputs and superior uptime." While I can't say that I noticed a massive difference between Jasper's output and any other app's, it does give you a few solid controls so that your content matches your brand. 

You can create a brand Voice and Tone by uploading some appropriate sample text. Based on a few examples of my writing, Jasper created a style that "emphasizes a casual, conversational tone with humor, personal anecdotes, listicles, informal language, expertise in various subjects, and a call to action for an engaging and approachable brand voice." I don't think that's a bad summary of the content I fed in, and its output for a few test blog posts like "The Enduring Popularity of Top Gun" felt closer to my writing than when I asked it to use a generic casual tone of voice. Similarly, there's a Knowledge Base where you can add facts about your business and products so Jasper gets important details right. 

While other apps also offer similar features, Jasper's seemed to work better and are fully integrated with the rest of the app. For example, you can create entire marketing campaigns using your custom brand voice. Put a bit of work into fine-tuning it and uploading the right assets to your knowledge base, and I suspect that Jasper really could create some solid first drafts of marketing materials like blog outlines, social media campaign ads, and the like.

Otherwise, Jasper rounds things out with some nice integrations. It has a built-in ChatGPT competitor and AI art generator (though, again, lots of other apps have both), plays nice with the SEO app Surfer , and there's a browser extension to bring Jasper everywhere.

You can also connect Jasper to thousands of other apps using Zapier . Learn more about how to automate Jasper , or try one of the pre-built workflows below.

Create product descriptions in Jasper from new or updated Airtable records

Airtable logo

Create Jasper blog posts from new changes to specific column values in monday.com and save the text in Google Docs documents

monday.com logo

Run Jasper commands and send Slack channel messages with new pushed messages in Slack

Slack logo

Jasper pricing: Creator plan from $49/month with one brand voice and 50 knowledge assets. Teams plan starts at $125/month for three seats, three brand voices, and 150 knowledge assets.

Best AI writing app for AI copywriting

Copy.ai (web).

Copy.ai, our pick for the best AI copywriting tool

Copy.ai pros:

Has an affordable unlimited plan for high-volume users 

Workflow actively solicits your input, which can lead to higher quality content 

Copy.ai cons:

Expensive if you don't produce a lot of content

Pretty much anything Jasper can do, Copy.ai can do too. It has brand voices, an infobase, a chatbot, and team features (though there isn't a browser extension). Consider it the Burger King to Jasper's McDonalds.

And like the Home of the Whopper, Copy.ai appeals to slightly different tastes. While I could argue that Copy.ai has a nicer layout, the reality is it's geared toward a slightly different workflow. While Jasper lets you and the AI loose, Copy.ai slows things down a touch and encourages you to work with its chatbot or use a template that asks some deliberate, probing questions. For creating website copy, social media captions , product descriptions, and similarly specific things, it makes more sense. But for content marketing blog posts and other long-form content, it might annoy you.

The other big difference is the pricing. While both offer plans for $49/month, Copy.ai includes five user seats and unlimited brand voices. For a small team working with multiple brands, it can be a lot cheaper. Also, if you're looking for a free AI writing generator, Copy.ai also offers a free plan that includes 2,000 words per month.

Overall, there are more similarities than differences between Jasper and Copy.ai , and both can create almost all the same kinds of text. Even when it came to analyzing my voice, they both came to pretty similar conclusions. Copy.ai decided that, to mimic me, it had to "focus on creating content that is both educational and entertaining, using a conversational tone that makes readers feel like they're having a chat with a knowledgeable friend" and "not to be afraid to inject some humor or personal anecdotes." If you're in doubt, try them both out and then decide.

Copy.ai also integrates with Zapier , so you can do things like automatically sending content to your CMS or enriching leads straight from your CRM. Learn more about how to automate Copy. ai or try one of the pre-built workflows below.

Add new blog posts created with Copy.ai to Webflow

Copy.ai logo

Copy.ai pricing: Free for 2,000 words per month; from $49/month for the Pro plan with 5 users and unlimited brand voices.

Best AI writing assistant

Anyword (web).

Anyword, our pick for the best AI writing assistant

Anyword pros:

Makes it very easy for you to include specific details, SEO keywords, and other important information 

Engagement scores and other metrics are surprisingly accurate

Anyword cons:

Can be slower to use

Pretty expensive for a more limited set of features than some of the other apps on this list

While you can direct the AI to include certain details and mention specific facts for every app on this list, none make it as easy as Anyword. More than any of the others, the AI here feels like an eager and moderately competent underling that requires a bit of micromanaging (and can also try to mimic your writing style and brand voice), rather than a beast that you have to tame with arcane prompts. 

Take one of its main content-generating tools: the Blog Wizard. Like with Copy.ai, the setup process requires you to describe the blog post you want the AI to create and add any SEO keywords you want to target. Anyword then generates a range of titles for you to choose from, along with a predicted engagement score. 

Once you've chosen a title—or written your own—it generates a suggested outline. Approve it, and you get the option for it to create an entire ~2,000-word blog post (boo!) or a blank document where you can prompt it with additional instructions for each section of the outline, telling it things like what facts to mention, what style to take, and what details to cover. There's also a chatbot-like research sidebar that you can ask questions of and solicit input from. While certainly a slower process than most apps, it gives you a serious amount of control over the content you're creating.

Anyword is definitely aimed at marketers, and its other tools—like the Data-Driven Editor and the Website Targeted Message—all allow you to target your content toward specific audiences and give things engagement scores. While I certainly can't confirm the validity of any of these scores, they at least pass the sniff test. I generally thought the AI-generated content that Anyword scored higher was better—and even when I disagreed, I still liked one of the top options. 

Anyword pricing: Starter plan from $49/month for 1 user and 1 brand voice.

Best AI writing tool for writing fiction

Sudowrite (web).

Sudowrite, our pick for the best AI writing tool for writing fiction

Sudowrite pros:

The only AI tool on the list explicitly aimed at writing fiction 

Super fun to use if you've ever wanted to play around with fiction 

Sudowrite cons:

It's still an AI text generator, so it can produce nonsensical metaphors, clichéd plots, incoherent action, and has a short memory for details 

Very controversial in fiction writing circles

When I saw Sudowrite's marketing copy, I didn't think for a second it would make it onto this list. Then I tried it and…I kind of love it. Sudowrite is a totally different tool than all the others on this list because it's aimed at fiction writers. And with that, comes a lot of controversy. Sudowrite has been called " an insult to writers everywhere " and has been generally dismissed as a tool for hacks by a lot of Very Online writers. And while it's true that it's nowhere close to replacing a human author, it's fun, functional, and can genuinely help with writing a work of fiction. 

The Story Engine feature, which allows you to generate a full work of fiction over a few days by progressively generating each story beat, has attracted the most attention ( it works but takes lots of hand-holding and your novel will be weird ). But I prefer its assistive tools.

Let's start with Describe. Select a word or phrase, click Describe , and the AI will generate a few suggestions for the sight, smell, taste, sound, and touch of the thing, as well as a couple of metaphors. If you're the kind of writer who struggles to add sensory depth to your short stories, it can help you get into the habit of describing things in more interesting ways.

Then there's Brainstorm. It allows you to use the AI to generate possible dialogue options, character names and traits, plot points, places, and other details about your world from your descriptions and cues. If you know you want a big hairy guy with a huge sword but can't think of a good name, it can suggest a few, like Thorgrim and Bohart.

And these are just scratching the surface. Sure, if you over-rely on the AI to solve all your problems, you'll probably end up with an impressively generic story. But if you use it as a writing buddy to bounce ideas off and get you out of a rut, it's got serious potential. 

Best of all, Sudowrite is super easy to use. The onboarding, tool tips, and general helpful vibe of the app are something other developers could learn from. 

Sudowrite pricing: Hobby & Student plan from $19/month for 30,000 AI words/month. 

Best AI text generator for a non-GPT option

Writer (web).

Writer, our pick for the best AI writing generator that doesn't use GPT

Writer pros:

Not based on GPT, so free of a lot of the controversy surrounding LLMs

Surprisingly capable as an editor, making sure your team sticks to the style guide and doesn't make any wild claims

Writer cons:

Requires a lot more setup to get the most from

GPT comes with quite a lot of baggage. OpenAI has been less than transparent about exactly what data was used to create the various versions of GPT-3 and GPT-4, and it's facing various lawsuits over the use of copyrighted material in its training dataset. No one is really denying that protected materials— potentially from pirated databases —were used to train GPT; the question is just whether or not it falls under fair use. 

For most people, this is a nebulous situation filled with edge cases and gray areas. Realistically, it's going to be years before it's all sorted out, and even then, things will have moved on so far that the results of any lawsuit are likely to be redundant. But for businesses that want to use AI writing tools without controversy attached, GPT is a no-go—and will be for the foreseeable future. 

Which is where Writer comes in.

Feature-wise, Writer is much the same as any of my top picks. (Though creating a specific brand voice that's automatically used is an Enterprise-only feature; otherwise, you have to use a lot of checkboxes in the settings to set the tone.) Some features, like the chatbot, are a little less useful than they are in the GPT-powered apps, but really, they're not why you'd choose Writer.

Where it stands out is the transparency around its Palmyra LLM . For example, you can request and inspect a copy of its training dataset that's composed of data that is "distributed free of any copyright restrictions." Similarly, Palmyra's code and model weights (which determines its outputs) can be audited, it can be hosted on your own servers, and your data is kept secure and not used for training by default. As an AI-powered tool, it's as above board as it comes.

In addition to generating text, Writer can work as a company-specific Grammarly-like editor, keeping on top of legal compliance, ensuring you don't make any unsupported claims, and checking that everything matches your style guide—even when humans are writing the text. As someone who routinely has to follow style guides, this seems like an incredibly useful feature. I wasn't able to test it fully since I don't have a personal style guide to input, but Writer correctly fixed things based on all the rules that I set.

In side-by-side comparisons, Writer's text generations sometimes felt a little weaker than the ones from Jasper or Copy.ai, but I suspect a lot of that was down to how things were configured. Writer is designed as a tool for companies to set up and train with their own data, not run right out of the box. I'd guess my random blog posts were a poor test of how it should be used in the real world.

Writer also integrates with Zapier , so you can use Writer to create content directly from whatever apps you use most. Learn more about how to automate Writer , or take a look at these pre-made workflows.

Create new outlines or drafts in Writer based on briefs from Asana

Asana logo

Generate marketing content from project briefs in Trello

Trello logo

Writer pricing: Team from $18/user/month for up to 5 users; after that, it's an Enterprise plan.

Best AI text generator for GPT-4 content

Writesonic (web).

Writesonic, our pick for the best AI writing generator for GPT-4 content

Writesonic pros:

Allows you to select what GPT model is used to generate text 

Generous free plan and affordable paid plans 

Writesonic cons:

A touch too focused on SEO content for my taste

While almost all the tools on this list use GPT, most are pretty vague about which particular version of it they use at any given time. This matters because the most basic version of the GPT-3.5 Turbo API costs $0.002/1K tokens (roughly 750 words), while GPT-4 starts at $0.06/1K tokens, and the most powerful version costs $0.12/1K tokens. All this suggests that most apps may not use GPT-4 in all circumstances, and instead probably rely on one of the more modest (though still great) GPT-3 models for most text generation. 

If having the latest and greatest AI model matters to you, Writesonic is the app for you. Writesonic doesn't hide what AI model it uses. It even allows you to choose between using GPT-3.5 and GPT-4, at least on Business plans. 

Whether the content you create will benefit from the extra power of GPT-4 or not depends. In my experience using GPT-4 through ChatGPT, the latest model is more accurate and, essentially, more sensible in how it responds. If you're churning out low-stakes copy variations for your product listings, you likely won't see much improvement. On the other hand, for long-form original blog posts, it could make a difference. Either way, the transparency in which model you're using at any given time is a huge bonus. 

Feature-wise, Writesonic is much the same as any of the other apps on this list, with a Google Docs-style editor, the option to set a brand voice, a few dozen copy templates, a chatbot, a browser extension, and Surfer integration. It's cool that you can set reference articles when you're generating a blog post, but it introduces the real possibility of inadvertent plagiarism if you aren't careful with how you use it. (Its most offbeat feature is a surprisingly solid AI-powered custom chatbot builder that's due to be spun out into its own app soon.) Overall, it's pretty nice to use and skews more toward SEO-optimized content marketing—but like with all the apps, you can use it to generate whatever you want.

Writesonic also integrates with Zapier , so you can send new copy to any of the other apps you use in your writing workflow. Learn more about how to automate Writesonic , or get started with one of these examples.

Create a Google Doc with new content from Writesonic

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Generate product descriptions with Writesonic from spreadsheet rows in Google Sheets

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Writesonic pricing: Free for 10,000 GPT-3.5 words per month; Business from $19/month for 200,000 Premium words or 33,333 GPT-4 words.

Best free AI writing generator (with affordable upgrades)

Rytr, our pick for the best free AI writing generator

A solid free plan and a cheap high-volume plan (though Writesonic offers better value for an unlimited plan)

It includes a basic AI art generator as part of every plan 

The app is more basic than more expensive offerings

Unlimited plan isn't very competitive

Most of the apps on this list are aimed at professionals, businesses, and anyone else with a budget. The Jasper, Copy.ai, and Anyword plans I considered all started at $49/month. That isn't exactly a hobbyist-friendly sum of money, so if you want to explore AI text generators without spending as much, give Rytr a go.

There's a free plan that's good for 10,000 characters (around 2,500 words) per month, and it includes a lot of the features, like a plagiarism checker, and a few AI-generated images. The Saver plan starts at $9/month and allows you to generate 100,000 characters (around 25,000 words) per month. On that plan, you're also able to generate up to 20 images a month, which many other apps charge extra for. (There's also an unlimited plan for $29/month, but at that point, Writesonic is a better value.)

Feature-wise, there are some trade-offs. Rytr is a little less competent at generating long-form content without you guiding it through the process, and there are fewer templates for specific things. The interface also isn't as polished, and there isn't as much hand-holding to get you started. Still, as Rytr is using GPT like almost all the other apps on this list, you should be able to get it to produce substantially similar output.

Rytr Pricing: Free plan for 10,000 characters/month and lots of other features; Saver plan from $9/month for 100,000 characters; Unlimited plan from $29/month.

Other AI writing tools to consider

With so many AI text-generating tools out there, a few good ones worth considering didn't make this list, only because they didn't meet my initial criteria in some way. If none of the AI writers I chose fit the bill for you, here are a few other options worth looking into:

ChatGPT is surprisingly competent and fun to use. And best of all, it's free. ( Google Bard is a little less excellent on the content production side.) 

Wordtune and Grammarly are both great tools for editing and improving your own writing .  GrammarlyGO just isn't as flexible as my other picks.

Notion AI adds a powerful AI tool directly into Notion. If you already use Notion, it's worth checking out, but it's a lot to learn if you just want a text generator. (Same goes for AI within any other Notion alternative, like Coda AI .)

Surfer and Frase are both AI-powered SEO tools . They fell slightly out of scope for this list, but they can both help you optimize and improve your content—AI-generated or not. 

All of the apps on this list offer at the very least a free trial, so I'd suggest trying some of them out for a few minutes until you find the one that seems to work best with your workflow.

Related reading:

How to use OpenAI's GPT to spark content ideas

How to create an AI writing coach with GPT and Zapier

8 ways real businesses are using AI for content creation

How to detect AI-generated content

The best AI marketing tools

This article was originally published in April 2023. The most recent update was in September 2023.

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  • 5 Steps to Getting Started with Llama 2
  • The Llama Ecosystem: Past, Present, and Future
  • Introducing Code Llama, a state-of-the-art large language model for coding
  • Meta and Microsoft Introduce the Next Generation of Llama
  • Today, we’re introducing Meta Llama 3, the next generation of our state-of-the-art open source large language model.
  • Llama 3 models will soon be available on AWS, Databricks, Google Cloud, Hugging Face, Kaggle, IBM WatsonX, Microsoft Azure, NVIDIA NIM, and Snowflake, and with support from hardware platforms offered by AMD, AWS, Dell, Intel, NVIDIA, and Qualcomm.
  • We’re dedicated to developing Llama 3 in a responsible way, and we’re offering various resources to help others use it responsibly as well. This includes introducing new trust and safety tools with Llama Guard 2, Code Shield, and CyberSec Eval 2.
  • In the coming months, we expect to introduce new capabilities, longer context windows, additional model sizes, and enhanced performance, and we’ll share the Llama 3 research paper.
  • Meta AI, built with Llama 3 technology, is now one of the world’s leading AI assistants that can boost your intelligence and lighten your load—helping you learn, get things done, create content, and connect to make the most out of every moment. You can try Meta AI here .

Today, we’re excited to share the first two models of the next generation of Llama, Meta Llama 3, available for broad use. This release features pretrained and instruction-fine-tuned language models with 8B and 70B parameters that can support a broad range of use cases. This next generation of Llama demonstrates state-of-the-art performance on a wide range of industry benchmarks and offers new capabilities, including improved reasoning. We believe these are the best open source models of their class, period. In support of our longstanding open approach, we’re putting Llama 3 in the hands of the community. We want to kickstart the next wave of innovation in AI across the stack—from applications to developer tools to evals to inference optimizations and more. We can’t wait to see what you build and look forward to your feedback.

Our goals for Llama 3

With Llama 3, we set out to build the best open models that are on par with the best proprietary models available today. We wanted to address developer feedback to increase the overall helpfulness of Llama 3 and are doing so while continuing to play a leading role on responsible use and deployment of LLMs. We are embracing the open source ethos of releasing early and often to enable the community to get access to these models while they are still in development. The text-based models we are releasing today are the first in the Llama 3 collection of models. Our goal in the near future is to make Llama 3 multilingual and multimodal, have longer context, and continue to improve overall performance across core LLM capabilities such as reasoning and coding.

State-of-the-art performance

Our new 8B and 70B parameter Llama 3 models are a major leap over Llama 2 and establish a new state-of-the-art for LLM models at those scales. Thanks to improvements in pretraining and post-training, our pretrained and instruction-fine-tuned models are the best models existing today at the 8B and 70B parameter scale. Improvements in our post-training procedures substantially reduced false refusal rates, improved alignment, and increased diversity in model responses. We also saw greatly improved capabilities like reasoning, code generation, and instruction following making Llama 3 more steerable.

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*Please see evaluation details for setting and parameters with which these evaluations are calculated.

In the development of Llama 3, we looked at model performance on standard benchmarks and also sought to optimize for performance for real-world scenarios. To this end, we developed a new high-quality human evaluation set. This evaluation set contains 1,800 prompts that cover 12 key use cases: asking for advice, brainstorming, classification, closed question answering, coding, creative writing, extraction, inhabiting a character/persona, open question answering, reasoning, rewriting, and summarization. To prevent accidental overfitting of our models on this evaluation set, even our own modeling teams do not have access to it. The chart below shows aggregated results of our human evaluations across of these categories and prompts against Claude Sonnet, Mistral Medium, and GPT-3.5.

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Preference rankings by human annotators based on this evaluation set highlight the strong performance of our 70B instruction-following model compared to competing models of comparable size in real-world scenarios.

Our pretrained model also establishes a new state-of-the-art for LLM models at those scales.

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To develop a great language model, we believe it’s important to innovate, scale, and optimize for simplicity. We adopted this design philosophy throughout the Llama 3 project with a focus on four key ingredients: the model architecture, the pretraining data, scaling up pretraining, and instruction fine-tuning.

Model architecture

In line with our design philosophy, we opted for a relatively standard decoder-only transformer architecture in Llama 3. Compared to Llama 2, we made several key improvements. Llama 3 uses a tokenizer with a vocabulary of 128K tokens that encodes language much more efficiently, which leads to substantially improved model performance. To improve the inference efficiency of Llama 3 models, we’ve adopted grouped query attention (GQA) across both the 8B and 70B sizes. We trained the models on sequences of 8,192 tokens, using a mask to ensure self-attention does not cross document boundaries.

Training data

To train the best language model, the curation of a large, high-quality training dataset is paramount. In line with our design principles, we invested heavily in pretraining data. Llama 3 is pretrained on over 15T tokens that were all collected from publicly available sources. Our training dataset is seven times larger than that used for Llama 2, and it includes four times more code. To prepare for upcoming multilingual use cases, over 5% of the Llama 3 pretraining dataset consists of high-quality non-English data that covers over 30 languages. However, we do not expect the same level of performance in these languages as in English.

To ensure Llama 3 is trained on data of the highest quality, we developed a series of data-filtering pipelines. These pipelines include using heuristic filters, NSFW filters, semantic deduplication approaches, and text classifiers to predict data quality. We found that previous generations of Llama are surprisingly good at identifying high-quality data, hence we used Llama 2 to generate the training data for the text-quality classifiers that are powering Llama 3.

We also performed extensive experiments to evaluate the best ways of mixing data from different sources in our final pretraining dataset. These experiments enabled us to select a data mix that ensures that Llama 3 performs well across use cases including trivia questions, STEM, coding, historical knowledge, etc.

Scaling up pretraining

To effectively leverage our pretraining data in Llama 3 models, we put substantial effort into scaling up pretraining. Specifically, we have developed a series of detailed scaling laws for downstream benchmark evaluations. These scaling laws enable us to select an optimal data mix and to make informed decisions on how to best use our training compute. Importantly, scaling laws allow us to predict the performance of our largest models on key tasks (for example, code generation as evaluated on the HumanEval benchmark—see above) before we actually train the models. This helps us ensure strong performance of our final models across a variety of use cases and capabilities.

We made several new observations on scaling behavior during the development of Llama 3. For example, while the Chinchilla-optimal amount of training compute for an 8B parameter model corresponds to ~200B tokens, we found that model performance continues to improve even after the model is trained on two orders of magnitude more data. Both our 8B and 70B parameter models continued to improve log-linearly after we trained them on up to 15T tokens. Larger models can match the performance of these smaller models with less training compute, but smaller models are generally preferred because they are much more efficient during inference.

To train our largest Llama 3 models, we combined three types of parallelization: data parallelization, model parallelization, and pipeline parallelization. Our most efficient implementation achieves a compute utilization of over 400 TFLOPS per GPU when trained on 16K GPUs simultaneously. We performed training runs on two custom-built 24K GPU clusters . To maximize GPU uptime, we developed an advanced new training stack that automates error detection, handling, and maintenance. We also greatly improved our hardware reliability and detection mechanisms for silent data corruption, and we developed new scalable storage systems that reduce overheads of checkpointing and rollback. Those improvements resulted in an overall effective training time of more than 95%. Combined, these improvements increased the efficiency of Llama 3 training by ~three times compared to Llama 2.

Instruction fine-tuning

To fully unlock the potential of our pretrained models in chat use cases, we innovated on our approach to instruction-tuning as well. Our approach to post-training is a combination of supervised fine-tuning (SFT), rejection sampling, proximal policy optimization (PPO), and direct preference optimization (DPO). The quality of the prompts that are used in SFT and the preference rankings that are used in PPO and DPO has an outsized influence on the performance of aligned models. Some of our biggest improvements in model quality came from carefully curating this data and performing multiple rounds of quality assurance on annotations provided by human annotators.

Learning from preference rankings via PPO and DPO also greatly improved the performance of Llama 3 on reasoning and coding tasks. We found that if you ask a model a reasoning question that it struggles to answer, the model will sometimes produce the right reasoning trace: The model knows how to produce the right answer, but it does not know how to select it. Training on preference rankings enables the model to learn how to select it.

Building with Llama 3

Our vision is to enable developers to customize Llama 3 to support relevant use cases and to make it easier to adopt best practices and improve the open ecosystem. With this release, we’re providing new trust and safety tools including updated components with both Llama Guard 2 and Cybersec Eval 2, and the introduction of Code Shield—an inference time guardrail for filtering insecure code produced by LLMs.

We’ve also co-developed Llama 3 with torchtune , the new PyTorch-native library for easily authoring, fine-tuning, and experimenting with LLMs. torchtune provides memory efficient and hackable training recipes written entirely in PyTorch. The library is integrated with popular platforms such as Hugging Face, Weights & Biases, and EleutherAI and even supports Executorch for enabling efficient inference to be run on a wide variety of mobile and edge devices. For everything from prompt engineering to using Llama 3 with LangChain we have a comprehensive getting started guide and takes you from downloading Llama 3 all the way to deployment at scale within your generative AI application.

A system-level approach to responsibility

We have designed Llama 3 models to be maximally helpful while ensuring an industry leading approach to responsibly deploying them. To achieve this, we have adopted a new, system-level approach to the responsible development and deployment of Llama. We envision Llama models as part of a broader system that puts the developer in the driver’s seat. Llama models will serve as a foundational piece of a system that developers design with their unique end goals in mind.

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Instruction fine-tuning also plays a major role in ensuring the safety of our models. Our instruction-fine-tuned models have been red-teamed (tested) for safety through internal and external efforts. ​​Our red teaming approach leverages human experts and automation methods to generate adversarial prompts that try to elicit problematic responses. For instance, we apply comprehensive testing to assess risks of misuse related to Chemical, Biological, Cyber Security, and other risk areas. All of these efforts are iterative and used to inform safety fine-tuning of the models being released. You can read more about our efforts in the model card .

Llama Guard models are meant to be a foundation for prompt and response safety and can easily be fine-tuned to create a new taxonomy depending on application needs. As a starting point, the new Llama Guard 2 uses the recently announced MLCommons taxonomy, in an effort to support the emergence of industry standards in this important area. Additionally, CyberSecEval 2 expands on its predecessor by adding measures of an LLM’s propensity to allow for abuse of its code interpreter, offensive cybersecurity capabilities, and susceptibility to prompt injection attacks (learn more in our technical paper ). Finally, we’re introducing Code Shield which adds support for inference-time filtering of insecure code produced by LLMs. This offers mitigation of risks around insecure code suggestions, code interpreter abuse prevention, and secure command execution.

With the speed at which the generative AI space is moving, we believe an open approach is an important way to bring the ecosystem together and mitigate these potential harms. As part of that, we’re updating our Responsible Use Guide (RUG) that provides a comprehensive guide to responsible development with LLMs. As we outlined in the RUG, we recommend that all inputs and outputs be checked and filtered in accordance with content guidelines appropriate to the application. Additionally, many cloud service providers offer content moderation APIs and other tools for responsible deployment, and we encourage developers to also consider using these options.

Deploying Llama 3 at scale

Llama 3 will soon be available on all major platforms including cloud providers, model API providers, and much more. Llama 3 will be everywhere .

Our benchmarks show the tokenizer offers improved token efficiency, yielding up to 15% fewer tokens compared to Llama 2. Also, Group Query Attention (GQA) now has been added to Llama 3 8B as well. As a result, we observed that despite the model having 1B more parameters compared to Llama 2 7B, the improved tokenizer efficiency and GQA contribute to maintaining the inference efficiency on par with Llama 2 7B.

For examples of how to leverage all of these capabilities, check out Llama Recipes which contains all of our open source code that can be leveraged for everything from fine-tuning to deployment to model evaluation.

What’s next for Llama 3?

The Llama 3 8B and 70B models mark the beginning of what we plan to release for Llama 3. And there’s a lot more to come.

Our largest models are over 400B parameters and, while these models are still training, our team is excited about how they’re trending. Over the coming months, we’ll release multiple models with new capabilities including multimodality, the ability to converse in multiple languages, a much longer context window, and stronger overall capabilities. We will also publish a detailed research paper once we are done training Llama 3.

To give you a sneak preview for where these models are today as they continue training, we thought we could share some snapshots of how our largest LLM model is trending. Please note that this data is based on an early checkpoint of Llama 3 that is still training and these capabilities are not supported as part of the models released today.

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We’re committed to the continued growth and development of an open AI ecosystem for releasing our models responsibly. We have long believed that openness leads to better, safer products, faster innovation, and a healthier overall market. This is good for Meta, and it is good for society. We’re taking a community-first approach with Llama 3, and starting today, these models are available on the leading cloud, hosting, and hardware platforms with many more to come.

Try Meta Llama 3 today

We’ve integrated our latest models into Meta AI, which we believe is the world’s leading AI assistant. It’s now built with Llama 3 technology and it’s available in more countries across our apps.

You can use Meta AI on Facebook, Instagram, WhatsApp, Messenger, and the web to get things done, learn, create, and connect with the things that matter to you. You can read more about the Meta AI experience here .

Visit the Llama 3 website to download the models and reference the Getting Started Guide for the latest list of all available platforms.

You’ll also soon be able to test multimodal Meta AI on our Ray-Ban Meta smart glasses.

As always, we look forward to seeing all the amazing products and experiences you will build with Meta Llama 3.

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By Kate Knibbs

How One Author Pushed the Limits of AI Copyright

Conceptual artwork of glitchy copyright symbol

Last October, I received an email with a hell of an opening line: “I fired a nuke at the US Copyright Office this morning.”

The message was from Elisa Shupe, a 60-year-old retired US Army veteran who had just filed a copyright registration for a novel she’d recently self-published. She’d used OpenAI's ChatGPT extensively while writing the book. Her application was an attempt to compel the US Copyright Office to overturn its policy on work made with AI, which generally requires would-be copyright holders to exclude machine-generated elements.

That initial shot didn’t detonate—a week later, the USCO rejected Shupe’s application—but she ultimately won out. The agency changed course earlier this month after Shupe appealed, granting her copyright registration for AI Machinations: Tangled Webs and Typed Words, a work of autofiction self-published on Amazon under the pen name Ellen Rae.

The novel draws from Shupe’s eventful life , including her advocacy for more inclusive gender recognition. Its registration provides a glimpse of how the USCO is grappling with artificial intelligence , especially as more people incorporate AI tools into creative work. It is among the first creative works to receive a copyright for the arrangement of AI-generated text.

“We’re seeing the Copyright Office struggling with where to draw the line,” intellectual property lawyer Erica Van Loon, a partner at Nixon Peabody, says. Shupe’s case highlights some of the nuances of that struggle—because the approval of her registration comes with a significant caveat.

The USCO’s notice granting Shupe copyright registration of her book does not recognize her as author of the whole text as is conventional for written works. Instead she is considered the author of the “selection, coordination, and arrangement of text generated by artificial intelligence.” This means no one can copy the book without permission, but the actual sentences and paragraphs themselves are not copyrighted and could theoretically be rearranged and republished as a different book.

The agency backdated the copyright registration to October 10, the day that Shupe originally attempted to register her work. It declined to comment on this story. “The Copyright Office does not comment on specific copyright registrations or pending applications for registration,” Nora Scheland, an agency spokesperson says. President Biden’s executive order on AI last fall asked the US Patent and Trademark Office to make recommendations on copyright and AI to the White House in consultation with the Copyright Office, including on the “scope of protection for works produced using AI.”

Although Shupe’s limited copyright registration is notable, she originally asked the USCO to open a more significant path to copyright recognition for AI-generated material. “I seek to copyright the AI-assisted and AI-generated material under an ADA exemption for my many disabilities,” she wrote in her original copyright application. Shupe believes fervently that she was only able to complete her book with the assistance of generative AI tools. She says she has been assessed as 100 percent disabled by the Department of Veterans Affairs and struggles to write due to cognitive impairment related to conditions including bipolar disorder, borderline personality disorder, and a brain stem malformation.

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She is proud of the finished work and sees working with a text generator as a different but no less worthwhile method of expressing thoughts. “You don't just hit ‘generate’ and get something worthy of publishing. That may come in the future, but we're still far from it,” she says, noting that she spent upwards of 14 hours a day working on her draft.

After her initial registration was refused, Shupe connected with Jonathan Askin, founder of the Brooklyn Law Incubator and Policy Clinic at Brooklyn Law School, which takes pro bono cases centered on emerging tech and policy questions. Askin and Brooklyn Law student Sofia Vescovo began working on Shupe’s case and filed an appeal with the USCO in January.

The appeal built on Shupe’s argument about her disabilities, saying she should be granted copyright because she used ChatGPT as an assistive technology to communicate, comparing her use of OpenAI’s chatbot to an amputee using a prosthetic leg. The appeal claimed that the USCO “discriminated against her because of her disability.”

The Brooklyn Law appeal also claimed that Shupe should be granted copyright for compiling the book—that is, doing the work of selecting and organizing the snippets of AI-generated text. It provided an exhaustive log of how Shupe prompted ChatGPT, showing the custom commands she created and the edits she made.

It includes a side-by-side comparison of the unedited machine output and the final version of Shupe’s book. On a sentence level, she adjusted almost every line in some way, from changes in word choice to structure. One example describing a character in the novel: “Mark eyed her, a complex mix of concern and annoyance evident in his gaze” becomes “Mark studied her, his gaze reflecting both worry and irritation.”

The appeal cites another recent AI copyright decision about the graphic novel Zarya and the Dawn , which incorporates AI-generated images created with Midjourney. In February 2023, author Kris Kashtanova was granted copyright to the selection and arrangement of AI-generated images in the text, even though they were denied copyright on the specific images themselves.

When the USCO granted Shupe’s request for copyright, it did not address the disability argument put forth but agreed with the appeal’s other argument. Shupe could be considered the author of “selection, coordination, and arrangement of text generated by artificial intelligence,” the agency wrote, backdating her copyright registration to October 10, 2023, the day that Shupe had originally attempted to register her work. That gives her authorship of the work overall, prohibiting unauthorized wholecloth reproduction of the entire book, but not copyright protection over the actual sentences of the novel.

“Overall, we are extremely satisfied,” says Vescovo. The team felt that copyrighting the book’s compilation would provide peace of mind against out-and-out reproduction of the work. “We really wanted to make sure we could get her this protection right now.” The Brooklyn Law team hope Shupe’s approval can serve as a blueprint for other people experimenting with AI text generation who want some copyright protection.

“I’m going to take this as a win for now,” Shupe says, even though she knows that “in some ways, it’s a compromise.” She maintains that the way she uses ChatGPT more closely resembles a collaboration than an automated output, and that she should be able to copyright the actual text of the book.

Matthew Sag, a professor of law and artificial intelligence at Emory University, calls what the USCO granted Shupe “thin copyright”—protection against full-fledged duplication of materials that doesn’t stop someone from rearranging the paragraphs into a different story. “This is the same kind of copyright you would get in an anthology of poetry that you didn’t write,” Sag says.

Erica Van Loon agrees. “It’s hard to imagine something more narrow,” she says.

Shupe is part of a larger movement to make copyright law friendlier to AI and the people who use it. The Copyright Office, which both administers the copyright registration system and advises Congress, the judiciary system, and other governmental agencies on copyright matters, plays a central role in determining how works that use AI are treated.

Although it continues to define authorship as an exclusively human endeavor , the USCO has demonstrated openness to registering works that incorporate AI elements. The USCO said in February that it has granted registration to over 100 works with AI incorporated; a search by WIRED found over 200 copyright registration applications explicitly disclosing AI elements, including books, songs, and visual artworks.

One such application came from Tyler Partin, who works for a chemical manufacturer. He recently registered a tongue-in-cheek song he created about a coworker, but excluded lyrics that he spun up using ChatGPT from his registration. Partin sees the text generator as a tool, but ultimately doesn’t think he should take credit for its output. Instead, he applied only for the music rather than the accompanying words. “I didn’t do that work,” he says.

But there are others who share Shupe’s perspective and agree with her mission, and believe that AI-generated materials should be registrable. Some high-profile attempts to register AI-generated artworks have resulted in USCO refusals, like artist Jason M. Allen’s effort to get his award-winning artwork Théâtre D’opéra Spatial copyrighted last year. AI researcher Stephen Thaler has been on a mission for years to prove that he should be entitled to copyright protections for a work made by the AI system he developed.

Thaler is currently appealing a ruling in the US last year that rebuffed his attempt to obtain copyright. Ryan Abbott, the lead attorney on the case, founded the Artificial Inventor Project , a group of intellectual property lawyers who file test cases seeking legal protections for AI-generated works.

Abbott is a supporter of Shupe’s mission, although he’s not a member of her legal team. He isn’t happy that the copyright registration excludes the AI-generated work itself. “We all see it as a very big problem,” he says.

Shupe and her legal helpers don’t have plans to push the ADA argument further by contesting the USCO’s decision, but it’s an issue that is far from settled. “The best path is probably to lobby Congress for an addition to the ADA statute,” says Askin. “There's a potential for us to draft some legislation or testimony to try to move Congress in that direction.”

Shupe’s qualified victory is still a significant marker in how the Copyright Office is grappling with what it means to be an author in the age of AI. She hopes going public with her efforts will reduce what she sees as a stigma against using AI as a creative tool. Her metaphorical nuke didn’t go off, but she has nonetheless advanced her cause. “I haven't been this excited since I unboxed a Commodore 64 back in the 1980s and, after a lot of noise, connected to a distant computer,” she says.

Updated 17-4-2024, 4:35 pm EDT: President Biden's executive order on AI last year asked the US Patent and Trademark office to make recommendations on copyright and AI in consultation with the Copyright Office, it did not ask the Copyright Office itself to make the recommendations.

Updated 18-4-2024, 9 am EDT: This piece has been updated to clarify Stephen Thaler's position on AI system copyright.

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