ai to proofread essay

AI Proofreader

Our online proofreader improves your writing like an expert.

Use Wordvice AI’s free online proofreader to perfect your English writing in any document. Instantly proofread any text; fix grammar, spelling, punctuation, and style errors; and receive vocabulary corrections and grammar tips to enhance your writing skills. The free AI Proofreader makes editing quick and painless, helping you avoid language mistakes and improve your writing impact.

What is an AI proofreading tool?

A proofreading tool edits and proofreads writing in real time to correct any remaining grammar, spelling, punctuation, and mechanics errors. Using AI-powered technology, it offers a reliable and affordable way to instantly improve your writing and communication skills. Proofreading is the final step of editing before publication, so your writing needs to be as strong and clear as possible. An online proofreader like Wordvice AI puts the power of expert editing in your hands, allowing you to improve your written work before sending it to journals, reviewers, or professors.

Why choose the Wordvice AI Proofreader?

Our free proofreader helps you improve your documents by increasing fluency, clarity, and flow in your writing. Whether you need to review your paper for language errors or simplify a wordy paragraph, Wordvice AI’s free proofreader is your go-to AI writing and editing tool.

Comprehensive proofreading and editing

Wordvice AI is powered by the latest AI language models, giving you online proofreading that is proven to enhance your writing. Our proofreader is trained on millions of academic documents and can apply nuanced revisions nearly at the level of a professional proofreader.

English style editing for more natural vocabulary

Our free proofreader identifies awkward or unusual terms and phrases in your text and replaces them with more appropriate words, elevating the impact of your writing without altering your intended meaning. It also rearranges sentence structure to enhance clarity.

Helpful feedback on grammar and style issues

Marginal comments explain revisions and provide grammar tips, helping you improve your writing skills in ways most proofreading software apps do not.

How to Use the AI Proofreading Tool

Before entering any text into our online proofreader, apply the revision settings that best suit your needs.

Select your proofreading mode

Choose from four proofreading modes to match the amount and type of revision needed to correct your writing.

Light proofreading

Basic AI proofreading to correct errors in grammar, spelling, punctuation, and mechanics without changing the meaning or message of your content. Perfect for work that just needs a final check before submission.

Standard proofreading

Proofreading and error check, plus style and copy editing, including vocabulary changes and light rephrasing to correct awkward or unclear terms and expressions. Sharpen your writing without changing the meaning of your text. Ideal for revising your first draft.

Intensive proofreading

AI proofreading and substantive editing, including vocabulary changes, rephrasing, and restructuring of sentences for more natural expression and improved readability, clarity, and flow. It’s like having your own personal content editor.

Concise proofreading

Text-shortening tool that makes your text more concise and to the point while retaining your meaning. Reduce the length of sentences to meet your document’s word count limit or to sharpen your writing in emails, copy, and other documents where brevity matters.

Need your document edited by a professional human editor?

Sometimes you want an expert to help polish your important written work. While our AI writing and editing tools offer instant free revision, we also provide two levels of proofreading by professional human editors.

• Use Wordvice AI’s Human Proofreading Service when you need affordable proofreading and basic style editing by human editors with a quick turnaround time. Great for polishing important work with a human touch when you need it.
• Get Wordvice’s Professional English Editing Services for comprehensive style editing and proofreading by native English speakers with advanced degrees in your paper’s subject area. Receive detailed feedback on content and language issues. Perfect for research documents bound for publication in journals.

Choose Your Document Type

Instantly correct any kind of document. Select from several document types to ensure that your content is revised with appropriate language and conventions.

Who should use our AI proofreading tool?

Our free proofreader is useful for all writers!

Researchers need an online proofreader…

…to help them create polished research papers, journal articles, manuscripts, and dissertations and get their work published in top journals.

Students can use AI proofreading services…

…to draft application essays, CVs and resumes, class assignments, and term papers that will impress admissions officials and help them achieve their academic goals.

Authors and businesses rely on a document proofreader…

…to revise important marketing content, blog articles, reports, and creative texts that will wow their audiences and increase revenue.

Wordvice AI Proofreader FAQ

Here are some frequently asked questions about our proofreading tool.

• Why should I use an online proofreader for documents? An online proofreading tool provides writers with a fast and efficient way to enhance their writing, and they are quickly becoming a crucial tool for correcting all kinds of text. They not only correct grammar and spelling errors but also help improve the overall clarity and coherence of your text. Using large language models and natural language processing technology, online proofreaders provide suggestions that can elevate your writing style, making it more engaging and professional. Whether you are crafting an important email, an academic paper, or a college essay, using an AI proofreading tool ensures that your message is conveyed clearly, accurately, and impactfully while saving you time.
• What is the best free AI proofreader? The best online proofreading tool will provide error detection, user-friendly interfaces, and the ability to proofread various types of documents. Accuracy in identifying grammatical, punctuation, and spelling mistakes is crucial. Some proofreaders (like Wordvice AI) also include style corrections, revision modes to control the output of your writing, and feedback that explains the revision of the proofreader. The Wordvice Al Proofreader uses the most advanced language models to instantly fix grammar, spelling, punctuation, and style errors in your text. It is equipped to handle a variety of writing styles, including academic, admissions, business, creative, and web content. Our free AI proofreader also provides grammar tips and writing suggestions to improve vocabulary and style to accompany the specific proofreading mode you choose: Light , Standard , Intensive , or Concise .
• How does Wordvice AI’s proofreading tool work? To get instant proofreading online for any kind of text, simply register with Wordvice AI, enter your text into the left side of the text box, choose your revision mode and document type, and click the "Proofread" button. If you would like different output text, you can simply change the revision mode and/or document type and click the "Proofread" button again. Note that the Basic plan is limited to fewer modes and fewer words of uploaded text. Upgrade to a Premium plan to unlock all revision modes and get nearly unlimited monthly submissions.
• Can Wordvice AI replace a human proofreader? An AI proofreader can significantly complement but not fully replace a human proofreader. While Wordvice AI’s tools excel in identifying and correcting grammatical, spelling, and basic syntactical errors, they can’t quite match the nuanced understanding of context and tone that human proofreaders possess. While AI proofreading software can be invaluable for quick, basic edits, human oversight remains crucial for in-depth, context-sensitive proofreading. If you need editing and proofreading after the drafting stage of your essay or paper, use Wordvice’s professional English proofreading services . Our subject experts will polish your writing and give your paper that human touch that only a qualified editor can provide.
• How much does the AI Proofreader cost? Wordvice AI’s online proofreader is free to use after registering. Simply create an account and enter your information to get started with instant revision of your work. You can also upgrade to a Premium plan to get more features and extended access to AI proofreading tools, including Intensive and Concise revision modes, which provide more in-depth writing assistance. See the Wordvice AI Pricing page for details on plans and a comparison of proofreading tools and features.
• Can your proofreading tool detect plagiarism? While our proofreading solution cannot detect plagiarism in your document, our AI plagiarism detector tool is capable of detecting plagiarism in any academic text. It combs through millions of journal articles in online databases to find instances where your work might have borrowed from other sources. The AI Plagiarism Checker is included with a subscription to Wordvice AI Premium .
• What is the turnaround time of the AI Proofreader? Our proofreading tool can edit any text in just a few seconds. It is perfect for correcting your work while drafting essays, research papers, and other documents. For more extensive editing and a human touch, use our English editing services (including essay proofreading and paper proofreading ) and select turnaround times from 9 hours to 7 days.
• Is your online proofreader safe and secure for my documents? Any documents and text you submit to Wordvice AI are completely secure and confidential. Our site uses advanced encryption standards to protect your work and personal information. For more information about how we collect and store data, see our Privacy Policy and Terms of Service .
• What apps can the AI Proofreader be used on? Wordvice AI currently has an MS Word add-in, with a Chrome extension under development. The MS Word add-in allows users to edit any text within their Microsoft Word document and includes the same proofreading functions and comment features as our online tool. Learn more about how to use the Wordvice AI add-in for MS Word .
• How can I get professional proofreading and editing services? Sometimes you need an expert editor to take a look at your writing and ensure it is free of style errors, awkward wording, and unnatural phrasing. Fortunately, in addition to our free proofreading website, Wordvice offers professional proofreading services for any kind of document. Whether you are submitting a journal manuscript for publication, a statement of purpose for graduate school, or a resume for a professional position, Wordvice has you covered for all your editing needs.
• - AI Paraphraser : instantly rephrase and sharpen your sentences
• - AI Text Summarizer : turn the main points of your writing into a bulleted summary
• - AI Translator : features the best AI language translation currently available
• - AI Plagiarism Checker : check for plagiarism in any document

AI Proofreader

Ai-powered document proofreader.

• Proofread academic papers: Correct errors and improve the quality of essays, theses, and other academic papers.
• Improve business documents: Ensure your business reports, proposals, and other documents are polished and professional.
• Edit articles and blog posts: Correct errors and improve the flow of your articles and blog posts to engage your readers.
• Proofread emails: Make sure your emails are clear, concise, and free from errors before you hit send.
• Edit book manuscripts: Correct errors and improve the quality of your book manuscript before submitting it to publishers.

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5 Of The Best AI Tools For Proofreading Your Papers And Essays (That Aren't Grammarly)

Editing is a tedious job. Whether your medium lies in academic composition or presenting new ideas to your colleagues in the office, there will always be a need to create nuanced arguments that are backed by reason, fact, and research. To put these ideas together, there must be a meeting of two distinct skills: writing and editing. Anyone who has cobbled together a college essay knows that difficulties sometimes lie in reaching the word count, and other times it feels impossible to fit all of the necessary ideas into the word limit.

Proofreading is the other side of the coin, and this is where an essay or speech is honed with great precision to transform the rough lump of ideas into something with the clarity and focus required of a finished product. AI tools have been making headlines with their ability to create drafts in this creative process, and educators are worried that students will rely on AI systems to do their homework for them! 

But there remain major differences between the flow that a human writer and an AI tool can achieve. A more interesting use for AI systems is in the proofreading and editing stage. Writers can become numb to the issues embedded within their own writing, especially if they've edited the content numerous times already. Unfortunately, the most widely used platform, Grammarly, remains unable to meet the needs of every user, but there are some solid alternatives that can act as potent partners in your writing process.

ProWritingAid

ProWritingAid is one of the more comprehensive AI editing tools on the market. The AI offers in-depth writing reports on the text that it proofreads, offering 20 different metrics to help improve a writer's natural flow without overburdening them. ProWritingAid's reports cover style, cliché usage, thesaurus options, transitions, alliteration and diction style, and plagiarism checks, to name a few. These are useful tools that can help writers eliminate the passive voice from their writing (or focus on it during certain passages that might warrant this tone shift). 

The tool allows users to set customized rules and stylistic preferences that are ideal for writers working within preferred layouts from organizational or academic guidelines alike. Users will also gain access to data products that help them understand their sentence structure, readability scores, and much more. ProWritingAid can be integrated directly into a variety of writing platforms, as well. Users will find that it works with Microsoft Word, Scrivener, and other systems. It can also be incorporated as a browser extension for Chrome, Firefox, Safari, and Microsoft's Edge browser. This gives writers the ability to utilize ProWritingAid's toolbox of proofreading reports and text editing functions in virtually any typing environment, including Outlook, Medium, Facebook, and elsewhere. 

The app, like Grammarly, is cloud-based. Therefore, it requires an active internet connection to provide editorial assistance. The free version allows for thesaurus suggestions, grammar, and other proofreading coverage, while the paid subscription unlocks the whole catalog of tools for $10 per month. As well, students can take advantage of a 20% discount directly on the website.

QuillBot is an online proofreading tool that lives in your browser or Microsoft Word application. The tool can be used with Chrome, Word, and Google Docs applications. For this reason, it's a bit less versatile than other options on this list, but will still cover most writing applications that users will encounter — granted they use Google Chrome as their primary web browser.

The tool can be used to check grammar, summarize input text from the internet, build citations, paraphrase content, and check for plagiarism. QuillBot also offers a feature called "Co-Writer" that allows you to seamlessly integrate all of these tools directly into your writing process. This can dramatically improve the writing product and pace of content synthesis in even the least confident or motivated writers. The tool can be used in a free format or with a paid subscription (as low as $8.33 per month with the annual payment option). 

With a free account, you'll gain access to the grammar and spelling check tools, as well as a taste of the paraphrasing and summarization functions. This gives low-frequency users a potent tool to assist them in their writing tasks. Premium users are able to use the paraphraser without limits and gain access to advanced grammar rewrites, fast processing speeds, the tone detector, and plagiarism checker, along with the entire suite of tools.

Ginger Software

Ginger is an AI toolbox that can help writers enhance their creativity while ensuring that grammatical flourishes and spelling issues don't get overlooked. Ginger can help proofread text for mistakes and comb through sentence structure, but it also offers creative alternatives to flagging passages that you may not be entirely happy with. The AI can offer a range of options that may make your writing more endearing to the reader. The tool may be particularly valuable for writers who often find themselves getting bogged down in the weeds and writing sentences that ramble on.

The Ginger AI tool can also offer a raft of synonyms. The AI can be downloaded to your Android device or iPhone, installed as an app on your Windows machine, or added as an extension to Chrome or Microsoft Office apps. Ginger also provides a translation service built into the system, with coverage of over 40 languages. This feature sets Ginger apart from many other AI proofreading tools because it adds a unique, additional layer of functionality that can be immensely helpful in the modern, digitally interconnected world we inhabit. Users can interact with the free version, or pay for the enhanced, premium plan starting at $4.99 per month (billed as a $120 payment for a two-year subscription).

Hemingway Editor

The Hemingway Editor is a minimalistic tool designed to help writers improve the style and pacing of their writing without throwing curveballs at the reader. The AI's objective is to give writers a Hemingway-esque treatment for their content. Hemingway was a famously direct writer and is even (mis)attributed as pioneering the six-word novel on a bet. The AI, therefore, is focused on clarity and precision rather than flashy substance and flowery language.

The AI toolbox highlights improvements that can be made throughout a piece of text that's been input into the AI's system. Color coding is used to quickly and accurately signal the types of linguistic changes that a writer might want to consider. Yellow highlights tell the writer that a sentence is likely too long, while blue words are those that don't convey a strong meaning and may benefit from replacement or omission. 

There isn't a browser extension but the online tool is free to use while the Hemingway app is downloadable for use offline and costs $19.99 to purchase. Either version is a good option for a writer seeking proofreading assistance while aiming to keep their prose clear and direct above all else.

Slick Write

The AI proofreader  Slick Write  is a no-frills, free-to-use editor that you can add as a browser extension to Chrome or Firefox. The tool is great for those seeking a grammar and syntax checker that can handle virtually any size input. There's a 30,000-word cap on submissions to the editor interface, but those who are working on a book, for instance, can utilize multiple uploads to evaluate a larger total volume of text. Slick Write doesn't include all the bells and whistles that would be found in a paid AI proofreader, however, when it comes to the editing job it does provide, the AI is up to the challenge. 

This makes it a good option for those seeking a simple AI editor that can assist them in developing content without a lot of additional hoops to jump through. The tool can weed out words that are commonly confused and filter words or other padding. It's also particularly adept at uncovering legalese jargon that may not fit with your intended style.

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AI Proofreading Tools for Researchers (Top 6 tools enlisted)

Table of Contents

In the research realm, maintaining the highest standards of accuracy and clarity is paramount particularly when you’re working on a research paper. The dissemination of knowledge and advancements in various fields hinges on the meticulous presentation of findings and methodologies. However, the process of manuscript preparation, editing, proofreading, and reviewing can be time-consuming and often lead to delays and potential errors.

And that’s when AI proofreading comes into the picture. AI proofreading tools are new-age technology aid that is revolutionizing the way research is communicated and published. AI-powered proofreading tools are proving to be invaluable assets for researchers and editors, streamlining the proofreading process and ensuring the highest quality of academic work. This article gives you an overview of AI tools for proofreading and their role in enhancing academic writing.

The Rise of AI Proofreading in Scholarly Publishing

Traditionally, proofreading has been a meticulous and time-consuming task, often relying solely on the expertise of human editors. While human reviewers play an essential role in assessing the overall quality and content of manuscripts, AI proofreading tools offer an additional layer of reinforcement by identifying and correcting grammatical errors, inconsistencies, and stylistic issues.

The integration of AI proofreading into the research landscape is driven by the following factors:

Increased Volume of Research Output

The sheer volume of research papers being published has grown exponentially, making it challenging for human editors to keep up with the demand. AI proofreading tools can handle large volumes of text efficiently, alleviating the burden on editors and ensuring timely publication of research findings.

Global Collaboration and Diverse Writing Styles

Research collaborations often involve individuals from diverse linguistic backgrounds, leading to variations in writing styles and potential inconsistencies in grammar and usage. AI proofreading tools can adapt to these variations, ensuring that manuscripts adhere to established writing guidelines.

Consistency and Adherence to Style Guidelines

Academic journals and institutions often have specific style guides that authors must follow. AI proofreading tools can be trained on these guidelines, ensuring that manuscripts conform to the required style conventions, and reducing the risk of errors and inconsistencies.

Applications of AI Proofreading in Research

AI proofreading tools can be applied at various stages of research and scholarly publishing. Here are a few of them —

Manuscript Preparation

Researchers can use AI proofreading tools to identify and correct errors in their manuscripts before submitting them for review. This helps to ensure that the initial submission is of high quality and reduces the likelihood of errors being raised during the review process.

Peer Review Process

AI proofreading tools can assist editors and reviewers in identifying potential errors and inconsistencies in manuscripts during the peer review process. This can help to streamline the review process and ensure that the final published manuscripts are of the highest quality.

Journal Publishing and Archiving

AI proofreading tools can be integrated into journal publishing platforms to ensure that published manuscripts adhere to the journal's style guidelines and are free of errors. This helps to maintain the integrity and reputation of the journal.

Now, let’s explore the top 6 AI proofreading tools that facilitate error-free academic writing.

Top 6 AI Proofreading Tools to Improve Your Academic Writing

Ginger is a versatile proofreading tool that caters to both English and non-English writers. It offers comprehensive error detection, including grammar, spelling, and punctuation mistakes. Additionally, Ginger provides real-time translation capabilities, making it a valuable tool for multilingual writers.

2. WhiteSmoke

WhiteSmoke is a comprehensive proofreading AI tool that combines grammar and spelling checking with plagiarism detection and translation services. It offers a user-friendly interface and provides detailed explanations for suggested corrections, helping users improve their writing skills.

3. LanguageTool

LanguageTool is an open-source proofreading tool that supports over 30 languages. It is known for its accuracy and adaptability to various writing styles. LanguageTool's free version offers basic proofreading features, while the premium version provides advanced style and tone suggestions.

4. Slick Write

Slick Write is an another proofreading tool that focuses on enhancing writing style and clarity. It identifies and eliminates unnecessary words and phrases, improves sentence structure, and suggests alternatives for overused expressions. Slick Write is particularly useful for authors who seek to achieve concise and impactful writing.

5. Hemingway Editor

Hemingway Editor is a web-based AI tool for proofreading that emphasizes clarity and readability. It identifies complex sentences, passive voice constructions, and adverbs, suggesting simpler alternatives. Hemingway Editor is particularly useful for writers who seek to create concise and easily understandable content.

6. PaperRater

PaperRater is an AI-powered essay writing and proofreading tool designed for students. It provides feedback on grammar, spelling, style, and plagiarism, along with a comprehensive score and suggestions for improvement. PaperRater can be a valuable tool for students to enhance their academic writing skills.

Benefits of AI Proofreading in Research

The adoption of AI proofreading tools in research and scholarly publishing offers a range of benefits

Enhanced Accuracy and Consistency

Proofreading tools can detect a wide range of errors, including grammatical mistakes, typos, and inconsistencies in formatting and style. This helps to ensure the accuracy and professionalism of research manuscripts.

Improved Efficiency and Workflow

By automating many of the tasks involved in proofreading, AI tools can significantly reduce the time and effort required to prepare manuscripts for publication. This frees up researchers and editors to focus on more substantive aspects of the research workflow.

Accessibility and Language Support

AI proofreading tools can handle multiple languages, making them accessible to researchers from around the world. This facilitates collaboration across all the domains and ensures that research findings are accessible to a wider audience.

Identification of Plagiarism

AI proofreading tools can detect instances of plagiarism, helping to maintain the integrity of research and upholding ethical standards in scholarly publishing.

Limitations and Considerations for AI Proofreading

While AI proofreading tools offer significant benefits, it is important to understand their limitations and use them responsibly.

Human Review Remains Essential

AI proofreading tools should not be considered a substitute for human review. Human editors still play a crucial role in assessing the overall quality, content, and coherence of manuscripts.

Error Detection Accuracy

AI proofreading tools are not infallible and may occasionally miss errors or suggest incorrect corrections. It is essential to carefully review the suggestions provided by AI tools and exercise critical judgment.

Contextual Understanding

Proofreading tools may struggle with contextual nuances and stylistic choices. Authors should carefully review the suggestions provided by AI tools to ensure that they align with the intended meaning and style of the manuscript.

AI proofreading tools have revolutionized the way we approach writing, providing valuable assistance in identifying and correcting errors, enhancing style, and improving overall clarity. These tools are not meant to replace human editors but rather complement their expertise, ensuring that written work meets the highest standards of quality and effectiveness.

By leveraging AI proofreading tools, authors can elevate their communication skills and achieve greater success in various endeavors. If you’ve used any of the above proofreading tools, you can share your experience with us and recommend the best tool to our readers!

Suggested Reads!

Using AI for research: A beginner’s guide

Best AI for Paraphrasing: An Overview

AI Citation Generators For Academic Referencing

AI for thesis writing — Unveiling 7 best AI tools

AI for Essay Writing — Exploring Top 10 Essay Writers

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The free AI proofreader

Improve your writing with our free online proofreading tool. Harness the power of artificial intelligence to fix grammar mistakes, spelling errors, and enhance your writing style. Ideal for students, professionals, and anyone looking to polish their text.

The Ultimate Guide to AI Proofreading Tools

Introduction to AI proofreading

From smart home technology to robotics, the world we live in is increasingly moving toward task automation, and proofreading is no exception. Powered by AI, everyday communication tools like Gmail and Outlook are already correcting our typos – and even auto-completing our sentences – by mining the billions of words and phrases available and making the optimal choices for us. Beyond email, the apparent ubiquity of Grammarly as a writing improvement app is testament to the need for seamless, reliable proofreading software in a multitude of use cases.

But what about more nuanced proofreading scenarios, such as academic editing for journals and similar publications, as well as technical editing? When you can already call on an entire team of professional editors, is this new wave of proofreading software options valuable?

As professional editors ourselves, we built Scribendi.ai because we believe in freeing up editors to focus on the aspects of editing and proofreading that only humans can do (and professional editors do best). Rather than getting bogged down with minor yet significant tasks like correcting common spelling and grammar mistakes or fixing Oxford commas, we wanted to empower editors to concentrate their efforts on improving the stylistic choices, tone, and argumentation strength of their documents.

But what exactly is AI proofreading software, and how do you go about picking the right one for your editing team or department? We have designed this deep dive into AI proofreading software so you can feel fully confident in selecting the right error-correction tool for your field.

What is AI proofreading software?

Proofreading software has come a long way since the infamous Microsoft Office paperclip assistant of the late 1990s. Today’s AI proofreading tools use powerful machine learning techniques to identify and suggest corrections for a range of textual errors, ranging from simple mistakes in punctuation and spelling to more complex ones like word choice, formatting, and the more specialized aspects of English grammar – from the subjunctive mood to the differences between the British, American, and Canadian dialects. These tools are also capable of uncovering inconsistencies in tone, formality, and clarity, as well as plagiarism (including machine-paraphrased plagiarism), a key area of concern in today’s publishing climate.

This new line of AI proofreading tools typically works either in the cloud or inside your native word-processing software. Scribendi.ai , for example, is a toolbar extension that plugs into your existing Microsoft Office setup: A new tab is added to the Word ribbon, giving you instant access to the full suite of Scribendi.ai tools. In this way, it is designed to work harmoniously with your existing editorial workflow.

Whether in your browser or in your document, running AI proofreading tools typically results in errors being highlighted in different colors, depending on the type. As the user, you are given the option to accept or reject the suggestions accordingly. The important thing to note is that you, as the editor, remain in total control of the editing process – no changes are made to the document without your express permission.

How have advances in AI impacted proofreading software?

In essence, AI and machine learning make proofreading suggestions more intelligent, especially in terms of understanding the context in which certain words and phrases are used.

Returning to the example of “Clippy,” the Microsoft paperclip, any suggested improvements used to be based on a fixed, limited system of presets. In the same way, grammar-checking software used to review spelling based on a preexisting word list. Syntactic analysis tools were later developed to better understand the context of words and thus determine instances of incorrect use – the classic example in English being the differences between the homophones “to,” “too,” and “two.”

However, professional editors will have regularly observed Word’s inability to spot this type of contextual error. This is especially true in academic writing by ESL authors. Here are a couple of common examples that fall through the Word spell-check net:

“Business leaders can drive change though a transformative leadership model.” (“ through, ” not “though”)

“as financial intuitions , banks play a vital role in the development of society.” (“ institutions, ” not “intuitions”).

AI-powered proofreading tools, on the other hand, actively “learn” by reading and reviewing the language choices made in massive datasets of existing documents and making grammatical error correction (GEC) judgments based on their findings. In this context, the term “machine learning” essentially refers to the software/machine being trained on millions of sentences in the target language at (in the literal sense) superhuman speed.

Although the results are not yet perfect, AI-led editing and proofreading tools can easily identify key stylistic problems, from the overuse of certain terms to the undesired use of the passive voice.

In doing so, more advanced AI proofreading tools like Scribendi.ai support human editors on two fronts:

Expediting their workflow by taking care of repetitive tasks quickly and accurately

Acting as a safety net to catch anything that may have been missed by the human eye, boosting service quality and reliability, is proofreading software worth it for my editorial department.

We think so! We believe that combining skilled editors with the latest advances in AI technology is the ideal solution to providing excellence in editing and proofreading at speed and at scale.

Of course, the value derived from using these tools will depend on your intended use. For casual writers, apps like Grammarly or Hemingway will likely be suitable most of the time. For professional copyeditors, academics, and industry freelancers, more specialized AI proofreading tools like Scribendi.ai offer the following benefits:

You can turbo-charge your editing and move through your workload more quickly – 85% of Scribendi.ai users have reported an overall increase in their editing speed.

You can process more projects, making your editing and proofreading efforts more efficient (and thus more profitable)., you can improve consistency in projects that involve multiple authors or editors., does ai grammar checking and proofreading software replace human editors and proofreaders.

In a word, no. Automated grammar checking and proofreading tools cannot ever fully replace human editors and proofreaders, whether in-house or external/freelance. The key point here is that these tools can help human professionals spend less time processing mundane proofreading tasks and more time on the nuanced aspects of their editorial craft: style, tone, and logic/argumentation.

Ultimately, authors still need to make stylistic and tonal choices in their writing. In particular, stylistic choices for emphasis may not always fall in line with the “proper grammar” that the machines prescribe – Star Trek’s opening monologue would have been very different had the split infinitive in “ To boldly go where no man has gone before” been removed by an overzealous GEC tool.

While AI proofreading tools can help by offering suggestions based on their training, these proposed changes may not always match the sentence-level context or overall intention of the writing itself. This “human touch” is where current incarnations of AI editing and proofreading software fall short, leaving room for humans to add value in the following ways:

Ensuring context-sensitive understanding

Making subjective decisions, bolstering writing cohesion and flow, leveraging non-standard english or slang in the right way, is ai proofreading software safe to use.

Data protection and privacy are significant areas of concern as AI-driven proofreading software continues to evolve. The good news is that most proofreading tools meet industry standards for safety and security. Many have added optional safeguards that prevent the GEC tool from accessing certain fields that may contain sensitive data.

If maintaining document privacy is vital to your editing team or clients, it is important to check the terms of service of the AI proofreading tool or service before adding it to your editorial workflow. Crucially, these terms should reinforce the fact that authors maintain their intellectual property rights and ownership of their work before, during, and after the error-correction process. Other aspects to look out for include the following:

Does the provider store your documents in any way? If so, what server-side security measures are in place to prevent data loss or theft?

Does the provider sell your data in any way, will the provider use your documents internally to improve its software, do the provider’s certifications meet the expected standards of the tech industry for example, in the us, is the provider hipaa compliant, how do i choose the best ai proofreading software for my editorial team.

When selecting the best AI proofreading tool for your editors, we suggest considering the following six elements:

1. Features

• Which editing and proofreading features are essential or desirable for your editors?
• Is the tool limited to spelling and grammar checking, or does it offer other more advanced editing features? Is the tool appropriate for academic editing and proofreading?
• Can the tool check for consistency in specific English dialects (e.g., American English versus British English)?

2. Accuracy

• How important is accuracy to your editorial output?
• How accurate are the suggestions offered by the grammar-checking tool? How does this level of accuracy compare with other tools on the market ?
• Is the tool aligned with the type of documents you edit? Some are better suited to academic writing, while others focus on fiction writing.
• How many users do you have on your editorial team?
• How does the tool’s pricing structure work?
• Is it flat fee or per seat? Are there any discounts for teams?

4. Ease of use

• How steep is the learning curve?
• How many clicks or interactions are needed to accept or reject the tool’s suggested edits?
• Is there a free or trial version so that you can test the user interface before committing to a full license or subscription?

5. Accessibility

• Is the tool available as a toolbar extension for Microsoft Word, or does it only work inside a web browser?
• Does the tool work only with certain operating systems or in certain browsers?
• Can all your team members use the solution immediately, or would any operational changes be required to integrate it into their editing workflows?
• Does the proofreading tool offer the necessary level of support for your use case?
• Are there any guarantees in place around server uptime and support response times?
• What form does the offered support take? Is it through a self-service forum or Q&A webpage, or are more proactive options (e.g., a support hotline, ticket emails, or online chat) available?

What AI proofreading alternatives to Grammarly are available to me as an editorial lead?

Backed by an extensive marketing push, Grammarly is a common option for grammar checking in English. But are there better alternatives to Grammarly? While Grammarly can be beneficial to certain writers, its positioning as a universal tool means that it is not always the best choice, and it does not address more complex needs. Professional editors, in particular, often need a more robust option to call upon:

Scribendi.ai offers targeted suggestions for improvements to spelling, punctuation, and grammar, as well as the more nuanced requirements of academic or technical editors, including consistency, conciseness, style, and formality.

Hemingway is a useful tool for improving succinctness and readability but not necessarily spelling or grammar., languagetool works well for multiple languages, but it is not as robust a solution for working at scale., how can scribendi ai’s proofreading tools support my editorial team.

As the list above shows, the more casual grammar editors struggle to make the cut when it comes to the needs of professional editing teams.

Scribendi.ai offers professional editors the ability to edit and proofread large amounts of copy (including academic and technical writing) easily and intuitively, helping them perform their tasks faster and minimizing the time spent catching repetitive errors and making other minor adjustments.

The Scribendi.ai feature set includes the following:

Spelling checks

Grammar checking and error correction, high-quality and precise suggested edits, dialect consistency checks (in american, british, and canadian english), powered by market-leading ai and machine learning, appropriate for academic and technical writing, customization options for each edit (e.g., formal or informal tone, oxford commas on or off), ability to add and store custom rules, native compatibility with microsoft word, 100% confidentiality with zero data sharing, new features regularly added to the platform in beta, previous post detecting errors to improve grammar error correction models, next post how to enhance editing productivity with ai, leave a reply cancel reply.

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From grammar and spelling to sentence structure, tone, and more, Trinka ensures flawless documents. Trinka is an AI-powered writing tool that ensures your content is well-written, free of grammar and spelling errors, and uses correct punctuations. Craft exceptional content effortlessly and focus on delivering a clear message.

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Want to know how easy it is to use Trinka's AI Proofreader Tool? Just check out this easy walk-through video and get started right away!

Have more questions? Browse through our FAQs here .

Trinka’s Online Proofreader is Ideal for:

Researchers.

For academics and researchers, Trinka is an essential tool for proofreading and refining scholarly articles, dissertations, and research papers. It assists in maintaining academic integrity and ensures effective communication of ideas.

Professionals

Whether you're writing reports, presentations, or emails, Trinka can help polish your professional documents. It catches spelling errors, improves sentence structure, and enhances overall professionalism.

Trinka's proofreader is an invaluable tool for students of all levels. It can assist in editing essays, research papers, and assignments, ensuring impeccable grammar, clarity, and coherence.

Writers of Various Content

No matter the type of writing you engage in, Trinka is versatile enough to assist you. It can edit personal statements, cover letters, novels, social media posts, and more, helping you convey your message effectively.

Additional AI Writing Tools​

​Trinka offers immediate writing recommendations and advanced grammar assessments, assisting professionals and scholars in achieving formal, concise, and engaging writing.​​

Advanced Grammar Checks

Trinka's advanced grammar and spelling checks evaluate your writing for advanced grammar errors and suggest language enhancements to improve your writing quality.​

Neither the healthy individuals nor the patient recognize recognizes the visual discrepancies.

Sentence Structure

It helps you structure your sentences in a more formal manner based on your subject matter, making your writing easier to comprehend for your audience.

The students don't enjoy to go going over the same rules again and again.

Word Choice

Trinka accurately corrects word choice errors that obscure your writing, making it concise and clear, enabling you to communicate your intent accurately.

One of the reasons is because that the fabrication cost for of steel members depends upon the material.

Advanced Spell Check

Trinka's advanced spell checker knows the context of your writing and helps you pick the right word for your topic. No more awkward spelling errors!

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Testimonials

First, I love Trinka. Congratulations on developing something that extensively aids editing, especially critical grammar conventions and word count reductions.

James Smith

I've been using Trinka for four months now, and I have extensive experience with other grammar checker systems. I've used the proofreader for two ten-page papers, and I must admit, I'm quite impressed by its quality and usefulness. I am very satisfied with Trinka and strongly recommend it for academic proofreading.

Emmanuel Lochin

Writing texts with correct English grammar and style is not an easy task for people who speak other languages. Sometimes you cannot find little mistakes in your document without help and moreover for academic writing. I tried Trinka AI as a tool of automatic correction and was quite glad with the suggested corrections and the feedback. With the feedback you understand why the suggested change must be taken into account.

Rosa Diaz Sandoval

Trinka has a robust proofreading feature that allows me to effortlessly upload entire manuscript documents and receive fully tracked changes in a single step. Moreover, its unique supporting tools such as citation checker and journal finder, significantly enhance the efficiency of my research endeavours.

Fouad Khalifa

I just wanted to say thank you for such a great and free service, all the other grammar checkers and writing assistants I have tried don’t have nearly the depth of features let alone all available on a free subscription. As a student with little income available I am extremely grateful that unlike all others companies you don’t limit features on the free plan. This is a fantastic product and given the income I would definitely upgrade to the premium. I've let all my fellow students know about Trinka as it is seriously a life saver.

Jesse Rumball-Smith

I have mainly used it to improve the language, grammar, and syntax of the scientific manuscripts that I write for national and international biomedical journals. I have found the interface to be user friendly and the procedure itself is efficient and hassle-free. The auto-edit is a great help and the supplementary page with the revision summary is an excellent idea.

Dr. Farooq Rathore

Trinka AI is a great tool to help beginners in research publication. Its grammar editing, online proofreading with file download, citation checker, plagiarism checker, paraphraser, and journal finder provide amazing features at your fingertips. Even the free Trinka Basic plan can be invaluable for researchers in their early stages or at PG levels, helping them improve project reports and papers to meet publication standards. Overall, I'm extremely impressed with Trinka AI, as it stands out among research writing tools. Give it a try and you will love it! Thanks Trinka AI team for this valuable tool.

Dr. Nitin Wahi

Trinka.ai is my most favorite choice for grammar and spelling edit. The application works correctly, is fast and tidily! Completely satisfied!

Georgieva Milena

The grammar checking tool exceeds Grammarly! I re-checked some documents that I had checked earlier with Grammarly. I was pleasantly surprised to see such a product from India!

Dinesh Gupta

Trinka has awesome features. Advanced level of academic writing checker and suggestion are so original. I would highly recommend to others.

Aftab Hussain

I have tested Trinka and am impressed with its fine capabilities. It did better than the grammar checkers I use. Well done! I have told my colleagues in my research lab to use Trinka. Hope it is widely used in academia.

Edith Davies

Trinka AI's suggested corrections and feedback astounded me. It is simple to use and extremely beneficial

Noor Al-rishi

It's been a wonderful experience using Trinka and I almost can't submit any manuscript without re-evaluating with it. In summary, Trinka has been a life-saver.

I trust and use Trinka as a final spot check for my edited documents. It helps me find the few remaining errors that I have missed during the primary editing. I really like using this platform for my writing. One particular feature that works well for me is the thumbs down button.

Stumpf Curtis

I think Trinka.ai is a very interesting and potentially useful idea, especially for editors/publishers/journals. I found it very useful when I checked my editing work on the platform.

Dyke Gareth

I am happy with the overall performance. I have been using Grammarly for a long while, but when it comes to academic or technical writing, Trinka is definitely a much better option. Academic document settings and auto file edit are my favorite features.

Bhargava Sharma

Trinka has become my go-to tool for grammar corrections. The AI-powered corrections and language enhancements made writing a lot more easier. Now I am able to focus more on research than on writing an error-free document.

Ralph Bailey

The grammar correction and suggestion based on the AMA style guide is really impressive! Trinka is indeed the best grammar correction tool for medical writing.

Thomas Andres

What are you waiting for?

Frequently asked questions.

Proofreading tools carefully check your text, fixing any spelling, grammar, or punctuation mistakes. This helps you communicate your ideas confidently and without the distraction of errors. Try automated proofreading to enhance your writing significantly.

The quality of the original writing will determine this. A proofreader would be beneficial if you do not speak English and make several complex errors pertaining to logical construction in English. Trinka can fix thousands of grammatical mistakes and complex writing problems. However, AI is limited. If the construction is not logical, it cannot decipher your intended meaning. For those who possess sufficient knowledge of the English language to construct logically correct sentences, Trinka grammar checker can take care of tone, word choice, grammatical constructions, spelling, and a whole lot more.

Trinka’s grammar checker can be used on any web browser. It is also available as a browser plug-in for the most popular browsers such as Chrome, Firefox, Safari, and Edge, to help you get grammar corrections on your favourite websites. Trinka is also available on MS Word add-in for premium users.

Use Trinka to check your writing online for free. It is an advanced AI-powered tool that makes your writing clear and easy to understand. With Trinka, you can check your text for everything from minor punctuation errors and typos to nuanced grammatical mistakes and phrasing problems. You can check your grammar for free anywhere on the internet with Trinka's browser plugin as well as in MS Word using the Trinka add-in for Word.

In order to check the grammatical correctness of a sentence, simply paste it in Trinka's spelling and grammar checker . Trinka will thoroughly check the sentence for punctuation, grammar, and vocabulary mistakes.

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Top 5 AI Tools For Proofreading

AI tools for proofreading are virtualization technology that assists writers and editors in detecting and addressing errors in their written work by utilising advanced natural language processing (NLP) algorithms and machine learning techniques. These AI tools for proofreading are used to detect and fix mistakes in written texts such as grammatical, punctuational, syntax, and spelling errors.

AI tools for Proofreading can Assist You With

Writing errors may be promptly and precisely detected by AI tools, which can increase productivity and save time. 

• Consistency

Regardless of the intricacy or length of the writing materials, these tools can provide consistent proofreading results. 

AI systems examine the text and detect errors with high accuracy using highly advanced algorithms and machine learning techniques. 

• Accessibility

Anyone with an internet connection can easily access and use AI tools, enabling authors and editors to obtain proofreading services easily. 

List of Top Five Tools for Proofreading

Here, we will be discussing the top 5 AI tools for proofreading, along with their features.

Grammarly is one of the most used AI proofreading tools which employs advanced algorithms to identify and fix grammatical, spelling, punctuation, and stylistic mistakes. Since Grammarly is accessible as both a browser extension and a mobile app, using it on various platforms is simple. The AI tool delivers a complete score for the overall quality of the written work and includes recommendations for enhancing sentence structure, vocabulary, and tone.

WhiteSmoke is an AI proofreading tool created to assist writers in enhancing the style and clarity of their writing. The tool offers suggestions on enhancing sentence structure, style, and readability score along with grammar suggestions. It also has a browser version in addition to a desktop app.

• Ginger Software

Ginger Software is an AI proofreading app made to assist writers in enhancing the style and clarity of their writing. The programme offers advice on enhancing sentence structure, style, and readability in addition to ideas for fixing grammar, spelling, punctuation, and syntax mistakes. Both a mobile app and a browser extension are offered by Ginger Software.

• ProWritingAid

ProWritingAid is another well-known AI proofreading tool that aims to assist writers to improve their writing style and clarity. It offers a variety of features such as enhancing sentence structure and readability score. It is accessible on online browsers, desktop computers, and mobile devices.

• Hemingway Editor

Hemingway Editor is a basic yet effective AI proofreading tool that helps writers to increase their readability score. The tool flags adverbs, passive voice, and complicated phrases and offers tips on how to make the writing simpler, and has a browser version in addition to a desktop app.

Wordvice AI

The  Wordvice AI Proofreader  is an AI-powered grammar checker designed to help students and researchers enhance their essays and research papers. In addition to correcting objective errors and identifying awkward or unusual terms and phrases, the AI Proofreader suggests more appropriate academic text and provides comments explaining these revisions. Wordvice AI is available in a free or premium version and offers an extension for MS Word, with a Chrome extension in the works. 

And for Those Who Want To Work With a Professional Proofreader…

ServiceScape stands as a notable option for professional proofreading services that go beyond AI. At ServiceScape, you’ll have access to a network of editors and proofreaders with expertise across a wide range of fields and genres. Their personalized approach ensures that your work is not only corrected for grammatical, punctuation, syntax, and spelling errors but also tailored to effectively speak to your audience. The platform is designed for ease of use, enabling you to choose a professional who best fits your project’s requirements based on their skills, past projects, and client feedback.

AI proofreading tools are gaining more popularity as it offers several benefits to authors and editors. The five tools we covered in this post are among the best AI proofreading tools; each has special features and skills, assisting writers in increasing the overall quality of their written work.

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Typely is more than just a proofreading tool. It's a complete writing environment.

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More than a thousand checks are being performed and we've only scratched the surface.

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Gain access to humanity’s collective understanding about the craft of writing.

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Typely is precise. Existing tools for proofreading raise so many false alarms that their advice cannot be trusted. Instead, the writer must carefully consider whether to accept or reject each change.

We aim for a tool so precise that it becomes possible to unquestioningly adopt its recommendations and still come out ahead — with stronger, tighter prose. Better to be quiet and authoritative than loud and unreliable.

Relax, focus, write your next masterpiece...

Writing presumes more than simply laying out words on a paper. Typely helps you get in the mood and keeps you focused, immersed and ready to write your story.

Whether you need a distraction-free environment, some chill relaxing sounds or a pomodoro timer to manage your time we got you covered.

Got questions? We have answers.

No. Typely is completely free and we plan on keeping it that way. We are considering some advanced features however that might be available under a premium plan.

The only limit we have applied thus far is on the number of characters you can submit and that is being set at a maximum of 50,000.

In theory yes but that will require a lot of work and professionals dedicated for this job. We are considering a way of letting the community participate somehow.

Typely does not do grammar checking because it's hard and almost impossible to get right. The aim for Typely is to be precise and reliable.

November 7, 2023

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Edit and revise your essays with Artificial Intelligence

Once you’ve written the first draft of an essay, it’s time to look over your work and edit it. While proofreading and editing can be time-consuming and tedious, they’re a cinch with the right tools. Learn how to polish your writing using the many AI-powered tools built right into your Microsoft Edge  browser.

Real-time editing with built-in Editor

Editor  is an online AI text editor built directly into your Microsoft Edge browser . When you’re typing in the Bing search box, in the Edge sidebar, or on any webpage that doesn’t have its own internal editing software, Editor will offer you spelling, sentence autocompletion, and grammar suggestions in real time.

Editor helps you find what you need in searches more quickly by correcting spelling and autocompleting words, phrases, and sentences, which can speed up writing and revising. You can also use it as a quick spelling and grammar checker by pasting any text into the Bing search box.

Whether you’re looking up a new source, fact checking, or testing the strength of a phrase, Editor will automatically correct common errors and offer grammatical suggestions on the fly.

Polish your writing with Copilot in Edge

AI-powered Copilot in Edge can be a lifesaver when it’s time to polish an essay. Here are ways each tool can support you as you edit and revise your essay:

Research and formatting help in Copilot

Ask Copilot to help with several essay-finalizing steps, from formatting citations in a specific style to explaining concepts quickly so you can represent them more fully in your final revision. Copilot is designed to chat with you, so go ahead and have a conversation. Ask if it has any more ideas to help with your topic, or how to back up an argument more strongly, and you’ll find that you have your very own in-browser AI research assistant.

Rewrites and clarity checks in Copilot

Copilot can provide rewrites of any sentences or sections of your essay that aren’t working as well as they could. You might think of it as a playful tutor eager to show you different ways to approach a topic (in various forms, styles, and tones) so you can land on your own way. You can also ask Compose in Copilot to phrase one of your sentences or sections differently to see if your meaning is coming through clearly.

Take advantage of Microsoft 365 integration in Microsoft Edge

Wield the full power of Microsoft Word  (and other Microsoft 365 apps) ¹ right in your Microsoft Edge browser. Follow these steps to open a document using the Microsoft Edge sidebar and access the advanced AI-powered Editor functions available in Word:

• In the Microsoft Edge sidebar on the right, select the Microsoft 365 icon to open the Microsoft 365 pane.
• Select the Word ² icon.
• Create a new document or scroll down to open an existing or recent document.
• The document will open as a webpage in your browser window. 
• Use Copilot in Edge to assist as you revise your essay.

When it comes to ways AI can help you improve your writing and other tasks, this is just the start! Try Microsoft Edge today  and see how its AI-powered tools can help you compose an email , plan a family dinner, summarize complex articles , or organize a trip. As your AI-powered assistant for the web, the possibilities are endless.

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Students Are Likely Writing Millions of Papers With AI

Students have submitted more than 22 million papers that may have used generative AI in the past year, new data released by plagiarism detection company Turnitin shows.

A year ago, Turnitin rolled out an AI writing detection tool that was trained on its trove of papers written by students as well as other AI-generated texts. Since then, more than 200 million papers have been reviewed by the detector, predominantly written by high school and college students. Turnitin found that 11 percent may contain AI-written language in 20 percent of its content, with 3 percent of the total papers reviewed getting flagged for having 80 percent or more AI writing. (Turnitin is owned by Advance, which also owns Condé Nast, publisher of WIRED.) Turnitin says its detector has a false positive rate of less than 1 percent when analyzing full documents.

ChatGPT’s launch was met with knee-jerk fears that the English class essay would die . The chatbot can synthesize information and distill it near-instantly—but that doesn’t mean it always gets it right. Generative AI has been known to hallucinate , creating its own facts and citing academic references that don’t actually exist. Generative AI chatbots have also been caught spitting out biased text on gender and race . Despite those flaws, students have used chatbots for research, organizing ideas, and as a ghostwriter . Traces of chatbots have even been found in peer-reviewed, published academic writing .

Teachers understandably want to hold students accountable for using generative AI without permission or disclosure. But that requires a reliable way to prove AI was used in a given assignment. Instructors have tried at times to find their own solutions to detecting AI in writing, using messy, untested methods to enforce rules , and distressing students. Further complicating the issue, some teachers are even using generative AI in their grading processes.

Detecting the use of gen AI is tricky. It’s not as easy as flagging plagiarism, because generated text is still original text. Plus, there’s nuance to how students use gen AI; some may ask chatbots to write their papers for them in large chunks or in full, while others may use the tools as an aid or a brainstorm partner.

Students also aren't tempted by only ChatGPT and similar large language models. So-called word spinners are another type of AI software that rewrites text, and may make it less obvious to a teacher that work was plagiarized or generated by AI. Turnitin’s AI detector has also been updated to detect word spinners, says Annie Chechitelli, the company’s chief product officer. It can also flag work that was rewritten by services like spell checker Grammarly, which now has its own generative AI tool . As familiar software increasingly adds generative AI components, what students can and can’t use becomes more muddled.

Detection tools themselves have a risk of bias. English language learners may be more likely to set them off; a 2023 study found a 61.3 percent false positive rate when evaluating Test of English as a Foreign Language (TOEFL) exams with seven different AI detectors. The study did not examine Turnitin’s version. The company says it has trained its detector on writing from English language learners as well as native English speakers. A study published in October found that Turnitin was among the most accurate of 16 AI language detectors in a test that had the tool examine undergraduate papers and AI-generated papers.

Andy Greenberg

Mark Andrews

Schools that use Turnitin had access to the AI detection software for a free pilot period, which ended at the start of this year. Chechitelli says a majority of the service’s clients have opted to purchase the AI detection. But the risks of false positives and bias against English learners have led some universities to ditch the tools for now. Montclair State University in New Jersey announced in November that it would pause use of Turnitin’s AI detector. Vanderbilt University and Northwestern University did the same last summer.

“This is hard. I understand why people want a tool,” says Emily Isaacs, executive director of the Office of Faculty Excellence at Montclair State. But Isaacs says the university is concerned about potentially biased results from AI detectors, as well as the fact that the tools can’t provide confirmation the way they can with plagiarism. Plus, Montclair State doesn’t want to put a blanket ban on AI, which will have some place in academia. With time and more trust in the tools, the policies could change. “It’s not a forever decision, it’s a now decision,” Isaacs says.

Chechitelli says the Turnitin tool shouldn’t be the only consideration in passing or failing a student. Instead, it’s a chance for teachers to start conversations with students that touch on all of the nuance in using generative AI. “People don’t really know where that line should be,” she says.

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AI Index: State of AI in 13 Charts

In the new report, foundation models dominate, benchmarks fall, prices skyrocket, and on the global stage, the U.S. overshadows.

This year’s AI Index — a 500-page report tracking 2023’s worldwide trends in AI — is out.

The index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. This year’s report covers the rise of multimodal foundation models, major cash investments into generative AI, new performance benchmarks, shifting global opinions, and new major regulations.

Don’t have an afternoon to pore through the findings? Check out the high level here.

A Move Toward Open-Sourced

This past year, organizations released 149 foundation models, more than double the number released in 2022. Of these newly released models, 65.7% were open-source (meaning they can be freely used and modified by anyone), compared with only 44.4% in 2022 and 33.3% in 2021.

But At a Cost of Performance?

Closed-source models still outperform their open-sourced counterparts. On 10 selected benchmarks, closed models achieved a median performance advantage of 24.2%, with differences ranging from as little as 4.0% on mathematical tasks like GSM8K to as much as 317.7% on agentic tasks like AgentBench.

Biggest Players

Industry dominates AI, especially in building and releasing foundation models. This past year Google edged out other industry players in releasing the most models, including Gemini and RT-2. In fact, since 2019, Google has led in releasing the most foundation models, with a total of 40, followed by OpenAI with 20. Academia trails industry: This past year, UC Berkeley released three models and Stanford two.

Industry Dwarfs All

If you needed more striking evidence that corporate AI is the only player in the room right now, this should do it. In 2023, industry accounted for 72% of all new foundation models.

Prices Skyrocket

One of the reasons academia and government have been edged out of the AI race: the exponential increase in cost of training these giant models. Google’s Gemini Ultra cost an estimated $191 million worth of compute to train, while OpenAI’s GPT-4 cost an estimated $78 million. In comparison, in 2017, the original Transformer model, which introduced the architecture that underpins virtually every modern LLM, cost around $900.

What AI Race?

At least in terms of notable machine learning models, the United States vastly outpaced other countries in 2023, developing a total of 61 models in 2023. Since 2019, the U.S. has consistently led in originating the majority of notable models, followed by China and the UK.

Move Over, Human

As of 2023, AI has hit human-level performance on many significant AI benchmarks, from those testing reading comprehension to visual reasoning. Still, it falls just short on some benchmarks like competition-level math. Because AI has been blasting past so many standard benchmarks, AI scholars have had to create new and more difficult challenges. This year’s index also tracked several of these new benchmarks, including those for tasks in coding, advanced reasoning, and agentic behavior.

Private Investment Drops (But We See You, GenAI)

While AI private investment has steadily dropped since 2021, generative AI is gaining steam. In 2023, the sector attracted $25.2 billion, nearly ninefold the investment of 2022 and about 30 times the amount from 2019 (call it the ChatGPT effect). Generative AI accounted for over a quarter of all AI-related private investments in 2023.

U.S. Wins $$ Race

And again, in 2023 the United States dominates in AI private investment. In 2023, the $67.2 billion invested in the U.S. was roughly 8.7 times greater than the amount invested in the next highest country, China, and 17.8 times the amount invested in the United Kingdom. That lineup looks the same when zooming out: Cumulatively since 2013, the United States leads investments at $335.2 billion, followed by China with $103.7 billion, and the United Kingdom at $22.3 billion.

Where is Corporate Adoption?

More companies are implementing AI in some part of their business: In surveys, 55% of organizations said they were using AI in 2023, up from 50% in 2022 and 20% in 2017. Businesses report using AI to automate contact centers, personalize content, and acquire new customers. 

Younger and Wealthier People Worry About Jobs

Globally, most people expect AI to change their jobs, and more than a third expect AI to replace them. Younger generations — Gen Z and millennials — anticipate more substantial effects from AI compared with older generations like Gen X and baby boomers. Specifically, 66% of Gen Z compared with 46% of boomer respondents believe AI will significantly affect their current jobs. Meanwhile, individuals with higher incomes, more education, and decision-making roles foresee AI having a great impact on their employment.

While the Commonwealth Worries About AI Products

When asked in a survey about whether AI products and services make you nervous, 69% of Aussies and 65% of Brits said yes. Japan is the least worried about their AI products at 23%.  

Regulation Rallies

More American regulatory agencies are passing regulations to protect citizens and govern the use of AI tools and data. For example, the Copyright Office and the Library of Congress passed copyright registration guidance concerning works that contained material generated by AI, while the Securities and Exchange Commission developed a cybersecurity risk management strategy, governance, and incident disclosure plan. The agencies to pass the most regulation were the Executive Office of the President and the Commerce Department. 

The AI Index was first created to track AI development. The index collaborates with such organizations as LinkedIn, Quid, McKinsey, Studyportals, the Schwartz Reisman Institute, and the International Federation of Robotics to gather the most current research and feature important insights on the AI ecosystem. 

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She used Grammarly to proofread her paper. Now she's accused of 'unintentionally cheating.'

Whatever my school's rule is on artificial intelligence, i will abide by it. but the concern over grammarly makes me think of the debate over calculator use in schools from the 1970s..

Grammarly , the company that provides the eponymous grammar and syntax program, recently announced that it’s getting smarter and now offers “strategic suggestions” for its  30 million users . It might not be an innovation that helps the company.

As Grammarly gains more generative capabilities, its usefulness for students declines because it will place them at risk for unnecessary academic discipline. 

In a story that’s gone viral, University of North Georgia student Marley Stevens ended up on academic probation for using Grammarly on her criminal justice essay. Stevens said her professor accused her of “unintentionally cheating” on her academic work because she used the program to proofread her paper.

Stevens received a zero for the assignment, which she said put her scholarship at risk. Under Stevens’ TikTok video , comments indicated that she’s not the only student who’s been penalized for Grammarly use. 

Stevens’ case shows the murkier world of using artificial intelligence in schools – using it as an aid, a resource, rather than a replacement for one’s work. Until now, discussions of AI’s use in academics focused on its potential for plagiarism, the act of simply representing an AI product as one’s own work, which is admittedly indefensible.  Researchers from Stanford University say that concern is overblown. 

At my school, Deerfield Academy in Massachusetts, the use of generative AI is prohibited .

What's considered cheating may depend on your school

Grammarly hasn’t been necessarily generative in the ways we think of that type of intelligence; it couldn’t write a student’s essay like ChatGPT can. But now the “ strategic suggestions ” make the program more generative in nature – and more likely to fall under general AI bans. 

Here’s the rub, though: Many schools encourage and even pay for students to use Grammarly. It's expressly promoted in at least 3,000 educational institutions that have signed up for institutional accounts, according to Grammarly .

In Stevens’ case, the University of North Georgia promoted Grammarly on its website then removed it , then placed it on its website again. 

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While individual schools should be allowed to create their own policies, we are headed for a situation where what’s considered cheating is allowed at one school and not at another. Or in one course and not another.

That’s a problem because academic integrity is universal. Or at least it’s supposed to be. 

Whatever the rule is on using Grammarly, I will abide by it, but I notice that the concern over the type of assistance Grammarly provides hearkens back to the debate over calculator use in schools.

How is Grammarly different from a calculator – or autocorrect?

Back in the 1970s, some educators and parents worried that calculators might supplant math lessons . Research shows that they never did. It took 50 years, but with calculators now required in some courses and tests, we know that assistive technology doesn’t necessarily replace basic lessons – or do our work for us. 

We now prioritize agility of thought and creativity over memorization; that’s why some schools rid themselves of  spelling tests  in favor of critical thinking. 

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If anything, these devices and programs allow deeper learning, mostly because they’re used by students who are well past the age of initial math functions and grammar lessons. If anything, Grammarly is a refresher on grammar lessons of years past. 

Technically, autocorrect is a form of AI , but holding its use against a student whose typos were fixed would be overkill and defeat the purpose of these programs, which were created to meet the needs of education’s evolution. 

Whether using Grammarly constitutes cheating is a multibillion dollar question that remains unanswered; it's an ethical question that intersects with school finance. Use of Grammarly might cause students to lose scholarships, and schools don’t refund tuition if a student is expelled and that student may owe student loans. On top of that are the opportunity costs of being accused of cheating.

Marley Stevens’ fight wages on, but Grammarly donated $4,000 to her GoFundMe to assist her education. 

Beyond Stevens’ case, though, technology companies that provide programs to students need to consider how making their products more generative will create more problems for students who use them. And teachers and schools that ban these programs need to consider what kind of learning they want from students.  

Ultimately – in all areas, not just education – AI is a case of making sure our technology does not outpace our integrity or call into question honest work. Otherwise, we all may be cheating. Or worse, not learning as much as we can.

William Tang is a high school junior at Deerfield Academy and serves on the school’s Honor Committee.

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