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Should I Use ChatGPT to Write My Essays?

Everything high school and college students need to know about using — and not using — ChatGPT for writing essays.

Jessica A. Kent

ChatGPT is one of the most buzzworthy technologies today.

In addition to other generative artificial intelligence (AI) models, it is expected to change the world. In academia, students and professors are preparing for the ways that ChatGPT will shape education, and especially how it will impact a fundamental element of any course: the academic essay.

Students can use ChatGPT to generate full essays based on a few simple prompts. But can AI actually produce high quality work, or is the technology just not there yet to deliver on its promise? Students may also be asking themselves if they should use AI to write their essays for them and what they might be losing out on if they did.

AI is here to stay, and it can either be a help or a hindrance depending on how you use it. Read on to become better informed about what ChatGPT can and can’t do, how to use it responsibly to support your academic assignments, and the benefits of writing your own essays.

What is Generative AI?

Artificial intelligence isn’t a twenty-first century invention. Beginning in the 1950s, data scientists started programming computers to solve problems and understand spoken language. AI’s capabilities grew as computer speeds increased and today we use AI for data analysis, finding patterns, and providing insights on the data it collects.

But why the sudden popularity in recent applications like ChatGPT? This new generation of AI goes further than just data analysis. Instead, generative AI creates new content. It does this by analyzing large amounts of data — GPT-3 was trained on 45 terabytes of data, or a quarter of the Library of Congress — and then generating new content based on the patterns it sees in the original data.

It’s like the predictive text feature on your phone; as you start typing a new message, predictive text makes suggestions of what should come next based on data from past conversations. Similarly, ChatGPT creates new text based on past data. With the right prompts, ChatGPT can write marketing content, code, business forecasts, and even entire academic essays on any subject within seconds.

But is generative AI as revolutionary as people think it is, or is it lacking in real intelligence?

The Drawbacks of Generative AI

It seems simple. You’ve been assigned an essay to write for class. You go to ChatGPT and ask it to write a five-paragraph academic essay on the topic you’ve been assigned. You wait a few seconds and it generates the essay for you!

But ChatGPT is still in its early stages of development, and that essay is likely not as accurate or well-written as you’d expect it to be. Be aware of the drawbacks of having ChatGPT complete your assignments.

It’s not intelligence, it’s statistics

One of the misconceptions about AI is that it has a degree of human intelligence. However, its intelligence is actually statistical analysis, as it can only generate “original” content based on the patterns it sees in already existing data and work.

It “hallucinates”

Generative AI models often provide false information — so much so that there’s a term for it: “AI hallucination.” OpenAI even has a warning on its home screen , saying that “ChatGPT may produce inaccurate information about people, places, or facts.” This may be due to gaps in its data, or because it lacks the ability to verify what it’s generating. 

It doesn’t do research  

If you ask ChatGPT to find and cite sources for you, it will do so, but they could be inaccurate or even made up.

This is because AI doesn’t know how to look for relevant research that can be applied to your thesis. Instead, it generates content based on past content, so if a number of papers cite certain sources, it will generate new content that sounds like it’s a credible source — except it likely may not be.

There are data privacy concerns

When you input your data into a public generative AI model like ChatGPT, where does that data go and who has access to it? 

Prompting ChatGPT with original research should be a cause for concern — especially if you’re inputting study participants’ personal information into the third-party, public application. 

JPMorgan has restricted use of ChatGPT due to privacy concerns, Italy temporarily blocked ChatGPT in March 2023 after a data breach, and Security Intelligence advises that “if [a user’s] notes include sensitive data … it enters the chatbot library. The user no longer has control over the information.”

It is important to be aware of these issues and take steps to ensure that you’re using the technology responsibly and ethically. 

It skirts the plagiarism issue

AI creates content by drawing on a large library of information that’s already been created, but is it plagiarizing? Could there be instances where ChatGPT “borrows” from previous work and places it into your work without citing it? Schools and universities today are wrestling with this question of what’s plagiarism and what’s not when it comes to AI-generated work.

To demonstrate this, one Elon University professor gave his class an assignment: Ask ChatGPT to write an essay for you, and then grade it yourself. 

“Many students expressed shock and dismay upon learning the AI could fabricate bogus information,” he writes, adding that he expected some essays to contain errors, but all of them did. 

His students were disappointed that “major tech companies had pushed out AI technology without ensuring that the general population understands its drawbacks” and were concerned about how many embraced such a flawed tool.

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How to Use AI as a Tool to Support Your Work

As more students are discovering, generative AI models like ChatGPT just aren’t as advanced or intelligent as they may believe. While AI may be a poor option for writing your essay, it can be a great tool to support your work.

Generate ideas for essays

Have ChatGPT help you come up with ideas for essays. For example, input specific prompts, such as, “Please give me five ideas for essays I can write on topics related to WWII,” or “Please give me five ideas for essays I can write comparing characters in twentieth century novels.” Then, use what it provides as a starting point for your original research.

Generate outlines

You can also use ChatGPT to help you create an outline for an essay. Ask it, “Can you create an outline for a five paragraph essay based on the following topic” and it will create an outline with an introduction, body paragraphs, conclusion, and a suggested thesis statement. Then, you can expand upon the outline with your own research and original thought.

Generate titles for your essays

Titles should draw a reader into your essay, yet they’re often hard to get right. Have ChatGPT help you by prompting it with, “Can you suggest five titles that would be good for a college essay about [topic]?”

The Benefits of Writing Your Essays Yourself

Asking a robot to write your essays for you may seem like an easy way to get ahead in your studies or save some time on assignments. But, outsourcing your work to ChatGPT can negatively impact not just your grades, but your ability to communicate and think critically as well. It’s always the best approach to write your essays yourself.

Create your own ideas

Writing an essay yourself means that you’re developing your own thoughts, opinions, and questions about the subject matter, then testing, proving, and defending those thoughts. 

When you complete school and start your career, projects aren’t simply about getting a good grade or checking a box, but can instead affect the company you’re working for — or even impact society. Being able to think for yourself is necessary to create change and not just cross work off your to-do list.

Building a foundation of original thinking and ideas now will help you carve your unique career path in the future.

Develop your critical thinking and analysis skills

In order to test or examine your opinions or questions about a subject matter, you need to analyze a problem or text, and then use your critical thinking skills to determine the argument you want to make to support your thesis. Critical thinking and analysis skills aren’t just necessary in school — they’re skills you’ll apply throughout your career and your life.

Improve your research skills

Writing your own essays will train you in how to conduct research, including where to find sources, how to determine if they’re credible, and their relevance in supporting or refuting your argument. Knowing how to do research is another key skill required throughout a wide variety of professional fields.

Learn to be a great communicator

Writing an essay involves communicating an idea clearly to your audience, structuring an argument that a reader can follow, and making a conclusion that challenges them to think differently about a subject. Effective and clear communication is necessary in every industry.

Be impacted by what you’re learning about : 

Engaging with the topic, conducting your own research, and developing original arguments allows you to really learn about a subject you may not have encountered before. Maybe a simple essay assignment around a work of literature, historical time period, or scientific study will spark a passion that can lead you to a new major or career.

Resources to Improve Your Essay Writing Skills

While there are many rewards to writing your essays yourself, the act of writing an essay can still be challenging, and the process may come easier for some students than others. But essay writing is a skill that you can hone, and students at Harvard Summer School have access to a number of on-campus and online resources to assist them.

Students can start with the Harvard Summer School Writing Center , where writing tutors can offer you help and guidance on any writing assignment in one-on-one meetings. Tutors can help you strengthen your argument, clarify your ideas, improve the essay’s structure, and lead you through revisions. 

The Harvard libraries are a great place to conduct your research, and its librarians can help you define your essay topic, plan and execute a research strategy, and locate sources. 

Finally, review the “ The Harvard Guide to Using Sources ,” which can guide you on what to cite in your essay and how to do it. Be sure to review the “Tips For Avoiding Plagiarism” on the “ Resources to Support Academic Integrity ” webpage as well to help ensure your success.

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The Future of AI in the Classroom

ChatGPT and other generative AI models are here to stay, so it’s worthwhile to learn how you can leverage the technology responsibly and wisely so that it can be a tool to support your academic pursuits. However, nothing can replace the experience and achievement gained from communicating your own ideas and research in your own academic essays.

About the Author

Jessica A. Kent is a freelance writer based in Boston, Mass. and a Harvard Extension School alum. Her digital marketing content has been featured on Fast Company, Forbes, Nasdaq, and other industry websites; her essays and short stories have been featured in North American Review, Emerson Review, Writer’s Bone, and others.

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How ChatGPT (and other AI chatbots) can help you write an essay

ChatGPT  is capable of doing many different things very well, with one of the biggest standout features being its ability to compose all sorts of text within seconds, including songs, poems, bedtime stories, and essays . 

The chatbot's writing abilities are not only fun to experiment with, but can help provide assistance with everyday tasks. Whether you are a student, a working professional, or just getting stuff done, we constantly take time out of our day to compose emails, texts, posts, and more. ChatGPT can help you claim some of that time back by helping you brainstorm and then compose any text you need. 

How to use ChatGPT to write: Code | Excel formulas | Resumes  | Cover letters  

Contrary to popular belief, ChatGPT can do much more than just write an essay for you from scratch (which would be considered plagiarism). A more useful way to use the chatbot is to have it guide your writing process. 

Below, we show you how to use ChatGPT to do both the writing and assisting, as well as some other helpful writing tips. 

How ChatGPT can help you write an essay

If you are looking to use ChatGPT to support or replace your writing, here are five different techniques to explore. 

It is also worth noting before you get started that other AI chatbots can output the same results as ChatGPT or are even better, depending on your needs.

Also: The best AI chatbots of 2024: ChatGPT and alternatives

For example,  Copilot  has access to the internet, and as a result, it can source its answers from recent information and current events. Copilot also includes footnotes linking back to the original source for all of its responses, making the chatbot a more valuable tool if you're writing a paper on a more recent event, or if you want to verify your sources.

Regardless of which AI chatbot you pick, you can use the tips below to get the most out of your prompts and from AI assistance.

1. Use ChatGPT to generate essay ideas

Before you can even get started writing an essay, you need to flesh out the idea. When professors assign essays, they generally give students a prompt that gives them leeway for their own self-expression and analysis. 

As a result, students have the task of finding the angle to approach the essay on their own. If you have written an essay recently, you know that finding the angle is often the trickiest part -- and this is where ChatGPT can help. 

Also: ChatGPT vs. Copilot: Which AI chatbot is better for you?

All you need to do is input the assignment topic, include as much detail as you'd like -- such as what you're thinking about covering -- and let ChatGPT do the rest. For example, based on a paper prompt I had in college, I asked:

Can you help me come up with a topic idea for this assignment, "You will write a research paper or case study on a leadership topic of your choice." I would like it to include Blake and Mouton's Managerial Leadership Grid, and possibly a historical figure. 

Also: I'm a ChatGPT pro but this quick course taught me new tricks, and you can take it for free

Within seconds, the chatbot produced a response that provided me with the title of the essay, options of historical figures I could focus my article on, and insight on what information I could include in my paper, with specific examples of a case study I could use. 

2. Use the chatbot to create an outline

Once you have a solid topic, it's time to start brainstorming what you actually want to include in the essay. To facilitate the writing process, I always create an outline, including all the different points I want to touch upon in my essay. However, the outline-writing process is usually tedious. 

With ChatGPT, all you have to do is ask it to write the outline for you. 

Also: Thanks to my 5 favorite AI tools, I'm working smarter now

Using the topic that ChatGPT helped me generate in step one, I asked the chatbot to write me an outline by saying: 

Can you create an outline for a paper, "Examining the Leadership Style of Winston Churchill through Blake and Mouton's Managerial Leadership Grid."

After a couple of seconds, the chatbot produced a holistic outline divided into seven different sections, with three different points under each section. 

This outline is thorough and can be condensed for a shorter essay or elaborated on for a longer paper. If you don't like something or want to tweak the outline further, you can do so either manually or with more instructions to ChatGPT. 

As mentioned before, since Copilot is connected to the internet, if you use Copilot to produce the outline, it will even include links and sources throughout, further expediting your essay-writing process. 

3. Use ChatGPT to find sources

Now that you know exactly what you want to write, it's time to find reputable sources to get your information. If you don't know where to start, you can just ask ChatGPT. 

Also: How to make ChatGPT provide sources and citations

All you need to do is ask the AI to find sources for your essay topic. For example, I asked the following: 

Can you help me find sources for a paper, "Examining the Leadership Style of Winston Churchill through Blake and Mouton's Managerial Leadership Grid."

The chatbot output seven sources, with a bullet point for each that explained what the source was and why it could be useful. 

Also:   How to use ChatGPT to make charts and tables

The one caveat you will want to be aware of when using ChatGPT for sources is that it does not have access to information after 2021, so it will not be able to suggest the freshest sources. If you want up-to-date information, you can always use Copilot. 

Another perk of using Copilot is that it automatically links to sources in its answers. 

4. Use ChatGPT to write an essay

It is worth noting that if you take the text directly from the chatbot and submit it, your work could be considered a form of plagiarism since it is not your original work. As with any information taken from another source, text generated by an AI should be clearly identified and credited in your work.

Also: ChatGPT will now remember its past conversations with you (if you want it to)

In most educational institutions, the penalties for plagiarism are severe, ranging from a failing grade to expulsion from the school. A better use of ChatGPT's writing features would be to use it to create a sample essay to guide your writing. 

If you still want ChatGPT to create an essay from scratch, enter the topic and the desired length, and then watch what it generates. For example, I input the following text: 

Can you write a five-paragraph essay on the topic, "Examining the Leadership Style of Winston Churchill through Blake and Mouton's Managerial Leadership Grid."

Within seconds, the chatbot gave the exact output I required: a coherent, five-paragraph essay on the topic. You could then use that text to guide your own writing. 

Also: ChatGPT vs. Microsoft Copilot vs. Gemini: Which is the best AI chatbot?

At this point, it's worth remembering how tools like ChatGPT work : they put words together in a form that they think is statistically valid, but they don't know if what they are saying is true or accurate. 

As a result, the output you receive might include invented facts, details, or other oddities. The output might be a useful starting point for your own work, but don't expect it to be entirely accurate, and always double-check the content. 

5. Use ChatGPT to co-edit your essay

Once you've written your own essay, you can use ChatGPT's advanced writing capabilities to edit the piece for you. 

You can simply tell the chatbot what you want it to edit. For example, I asked ChatGPT to edit our five-paragraph essay for structure and grammar, but other options could have included flow, tone, and more. 

Also: AI meets AR as ChatGPT is now available on the Apple Vision Pro

Once you ask the tool to edit your essay, it will prompt you to paste your text into the chatbot. ChatGPT will then output your essay with corrections made. This feature is particularly useful because ChatGPT edits your essay more thoroughly than a basic proofreading tool, as it goes beyond simply checking spelling. 

You can also co-edit with the chatbot, asking it to take a look at a specific paragraph or sentence, and asking it to rewrite or fix the text for clarity. Personally, I find this feature very helpful. 

Rote automation is so last year: AI pushes more intelligence into software development

How to use chatgpt (and how to access gpt-4o), the best ai chatbots: chatgpt isn't the only one worth trying.

Choose Your Test

Sat / act prep online guides and tips, can you use chatgpt for your college essay.

College Admissions , College Essays

ChatGPT has become a popular topic of conversation since its official launch in November 2022. The artificial intelligence (AI) chatbot can be used for all sorts of things, like having conversations, answering questions, and even crafting complete pieces of writing.

If you’re applying for college, you might be wondering about ChatGPT college admissions’ potential.  Should you use a ChatGPT college essay in your application ?

By the time you finish reading this article, you’ll know much more about ChatGPT, including how students can use it responsibly and if it’s a good idea to use ChatGPT on college essays . We’ll answer all your questions, like:

• What is ChatGPT and why are schools talking about it?
• What are the good and bad aspects of ChatGPT?
• Should you use ChatGPT for college essays and applications?
• Can colleges detect ChatGPT?
• Are there other tools and strategies that students can use, instead?

We’ve got a lot to cover, so let’s get started!

Schools and colleges are worried about how new AI technology affects how students learn. (Don't worry. Robots aren't replacing your teachers...yet.)

What Is ChatGPT and Why Are Schools Talking About It?

ChatGPT (short for “Chat Generative Pre-trained Transformer”) is a chatbot created by OpenAI , an artificial intelligence research company. ChatGPT can be used for various tasks, like having human-like conversations, answering questions, giving recommendations, translating words and phrases—and writing things like essays. 

In order to do this, ChatGPT uses a neural network that’s been trained on thousands of resources to predict relationships between words. When you give ChatGPT a task, it uses that knowledge base to interpret your input or query. It then analyzes its data banks to predict the combinations of words that will best answer your question. 

So while ChatGPT might seem like it’s thinking, it’s actually pulling information from hundreds of thousands of resources , then answering your questions by looking for patterns in that data and predicting which words come next.  

Why Schools Are Concerned About ChatGPT

Unsurprisingly, schools are worried about ChatGPT and its misuse, especially in terms of academic dishonesty and plagiarism . Most schools, including colleges, require students’ work to be 100% their own. That’s because taking someone else’s ideas and passing them off as your own is stealing someone else’s intellectual property and misrepresenting your skills. 

The problem with ChatGPT from schools’ perspective is that it does the writing and research for you, then gives you the final product. In other words, you’re not doing the work it takes to complete an assignment when you’re using ChatGPT , which falls under schools’ plagiarism and dishonesty policies.  

Colleges are also concerned with how ChatGPT will negatively affect students’ critical thinking, research, and writing skills . Essays and other writing assignments are used to measure students’ mastery of the material, and if students submit ChatGPT college essays, teachers will just be giving feedback on an AI’s writing…which doesn’t help the student learn and grow. 

Beyond that, knowing how to write well is an important skill people need to be successful throughout life. Schools believe that if students rely on ChatGPT to write their essays, they’re doing more than just plagiarizing—they’re impacting their ability to succeed in their future careers. 

Many Schools Have Already Banned ChatGPT

Schools have responded surprisingly quickly to AI use, including ChatGPT. Worries about academic dishonesty, plagiarism, and mis/disinformation have led many high schools and colleges to ban the use of ChatGPT . Some schools have begun using AI-detection software for assignment submissions, and some have gone so far as to block students from using ChatGPT on their internet networks. 

It’s likely that schools will begin revising their academic honesty and plagiarism policies to address the use of AI tools like ChatGPT. You’ll want to stay up-to-date with your schools’ policies. 

ChatGPT is pretty amazing...but it's not a great tool for writing college essays. Here's why.

ChatGPT: College Admissions and Entrance Essays

College admissions essays—also called personal statements—ask students to explore important events, experiences, and ideas from their lives. A great entrance essay will explain what makes you you !  

ChatGPT is a machine that doesn’t know and can’t understand your experiences. That means using ChatGPT to write your admissions essays isn’t just unethical. It actually puts you at a disadvantage because ChatGPT can’t adequately showcase what it means to be you. 

Let’s take a look at four ways ChatGPT negatively impacts college admissions essays.

#1: ChatGPT Lacks Insight

We recommend students use u nexpected or slightly unusual topics because they help admissions committees learn more about you and what makes you unique. The chat bot doesn’t know any of that, so nothing ChatGPT writes can’t accurately reflect your experience, passions, or goals for the future. 

Because ChatGPT will make guesses about who you are, it won’t be able to share what makes you unique in a way that resonates with readers. And since that’s what admissions counselors care about, a ChatGPT college essay could negatively impact an otherwise strong application.  

#2: ChatGPT Might Plagiarize 

Writing about experiences that many other people have had isn’t a very strong approach to take for entrance essays . After all, you don’t want to blend in—you want to stand out! 

If you write your essay yourself and include key details about your past experiences and future goals, there’s little risk that you’ll write the same essay as someone else. But if you use ChatGPT—who’s to say someone else won’t, too? Since ChatGPT uses predictive guesses to write essays, there’s a good chance the text it uses in your essay already appeared in someone else’s.  

Additionally, ChatGPT learns from every single interaction it has. So even if your essay isn’t plagiarized, it’s now in the system. That means the next person who uses ChatGPT to write their essay may end up with yours. You’ll still be on the hook for submitting a ChatGPT college essay, and someone else will be in trouble, too.

#3: ChatGPT Doesn’t Understand Emotion 

Keep in mind that ChatGPT can’t experience or imitate emotions, and so its writing samples lack, well, a human touch ! 

A great entrance essay will explore experiences or topics you’re genuinely excited about or proud of . This is your chance to show your chosen schools what you’ve accomplished and how you’ll continue growing and learning, and an essay without emotion would be odd considering that these should be real, lived experiences and passions you have!

#4: ChatGPT Produced Mediocre Results

If you’re still curious what would happen if you submitted a ChatGPT college essay with your application, you’re in luck. Both Business Insider and Forbes asked ChatGPT to write a couple of college entrance essays, and then they sent them to college admissions readers to get their thoughts. 

The readers agreed that the essays would probably pass as being written by real students—assuming admissions committees didn’t use AI detection software—but that they both were about what a “very mediocre, perhaps even a middle school, student would produce.” The admissions professionals agreed that the essays probably wouldn’t perform very well with entrance committees, especially at more selective schools.  

That’s not exactly the reaction you want when an admission committee reads your application materials! So, when it comes to ChatGPT college admissions, it’s best to steer clear and write your admission materials by yourself. 

Can Colleges Detect ChatGPT?

We’ve already explained why it’s not a great idea to use ChatGPT to write your college essays and applications , but you may still be wondering: can colleges detect ChatGPT? 

In short, yes, they can! 

Software Can Detect ChatGPT

As technology improves and increases the risk of academic dishonesty, plagiarism, and mis/disinformation, software that can detect such technology is improving, too. For instance, OpenAI, the same company that built ChatGPT, is working on a text classifier that can tell the difference between AI-written text and human-written text .  

Turnitin, one of the most popular plagiarism detectors used by high schools and universities, also recently developed the AI Innovation Lab —a detection software designed to flag submissions that have used AI tools like ChatGPT. Turnitin says that this tool works with 98% confidence in detecting AI writing. 

Plagiarism and AI companies aren’t the only ones interested in AI-detection software. A 22-year old computer science student at Princeton created an app to detect ChatGPT writing, called Zero GPT. This software works by measuring the complexity of ideas and variety of sentence structures.  

Human Readers Can Detect ChatGPT 

It’s also worth keeping in mind that teachers can spot the use of ChatGPT themselves , even if it isn’t confirmed by a software detector. For example, if you’ve turned in one or two essays to your teacher already, they’re probably familiar with your unique writing style. If you submit a college essay draft essay that uses totally different vocabulary, sentence structures, and figures of speech, your teacher will likely take note.

Additionally , admissions committees and readers may be able to spot ChatGPT writing, too. ChatGPT (and AI writing, in general) uses more simplistic sentence structures with less variation, so that could make it easier to tell if you’ve submitted a ChatGPT college essay. These professionals also read thousands of essays every year, which means they know what a typical essay reads like. You want your college essay to catch their attention…but not because you used AI software! 

If you use ChatGPT responsibly, you can be as happy as these kids.

Pros and Cons of ChatGPT: College Admissions Edition

ChatGPT is a brand new technology, which means we’re still learning about the ways it can benefit us. It’s important to think about the pros and the cons to any new tool …and that includes artificial intelligence!

Let’s look at some of the good—and not-so-good—aspects of ChatGPT below. 

ChatGPT: The Good

It may seem like we’re focused on just the negatives of using ChatGPT in this article, but we’re willing to admit that the chatbot isn’t all bad. In fact, it can be a very useful tool for learning if used responsibly !

Like we already mentioned, students shouldn’t use ChatGPT to write entire essays or assignments. They can use it, though, as a learning tool alongside their own critical thinking and writing skills.

Students can use ChatGPT responsibly to:

• Learn more about a topic . It’s a great place to get started for general knowledge and ideas about most subjects.
• Find reputable and relevant sources on a topic. Students can ask ChatGPT for names and information about leading scholars, relevant websites and databases, and more. 
• Brainstorm ideas for assignments. Students can share the ideas they already have with ChatGPT, and in return, the chatbot can suggest ideas for further exploration and even organization of their points.
• Check work (that they’ve written themselves!) for errors or cla rity. This is similar to how spell- and grammar-checking software is used. ChatGPT may be even better than some competitors for this, because students can actually ask ChatGPT to explain the errors and their solutions—not just to fix them. 

Before you use ChatGPT—even for the tasks mentioned above—you should talk to your teacher or school about their AI and academic dishonesty policies. It’s also a good idea to include an acknowledgement that you used ChatGPT with an explanation of its use. 

This guy made some bad decisions using ChatGPT. Don't be this guy.

ChatGPT: The Bad

The first model of ChatGPT (GPT-3.5) was formally introduced to the public in November 2022, and the newer model (GPT-4) in March 2023. So, it’s still very new and there’s a lot of room for improvement .  

There are many misconceptions about ChatGPT. One of the most extreme is that the AI is all-knowing and can make its own decisions. Another is that ChatGPT is a search engine that, when asked a question, can just surf the web for timely, relevant resources and give you all of that information. Both of these beliefs are incorrect because ChatGPT is limited to the information it’s been given by OpenAI . 

Remember how the ‘PT’ in ChatGPT stands for “Pre-trained”? That means that every time OpenAI gives ChatGPT an update, it’s given more information to work with (and so it has more information to share with you). In other words, it’s “trained” on information so it can give you the most accurate and relevant responses possible—but that information can be limited and biased . Ultimately, humans at OpenAI decide what pieces of information to share with ChatGPT, so it’s only as accurate and reliable as the sources it has access to.

For example, if you were to ask ChatGPT-3.5 what notable headlines made the news last week, it would respond that it doesn’t have access to that information because its most recent update was in September 2021!

You’re probably already familiar with how easy it can be to come across misinformation, misleading and untrue information on the internet. Since ChatGPT can’t tell the difference between what is true and what isn’t, it’s up to the humans at OpenAI to make sure only accurate and true information is given to the chatbot . This leaves room for human error , and users of ChatGPT have to keep that in mind when using and learning from the chatbot.

These are just the most obvious problems with ChatGPT. Some other problems with the chatbot include:

• A lack of common sense. ChatGPT can create seemingly sensical responses to many questions and topics, but it doesn’t have common sense or complete background knowledge.
• A lack of empathy. ChatGPT doesn’t have emotions, so it can’t understand them, either. 
• An inability to make decisions or problem solve . While the chatbot can complete basic tasks like answering questions or giving recommendations, it can’t solve complex tasks. 

While there are some great uses for ChatGPT, it’s certainly not without its flaws.

Our bootcamp can help you put together amazing college essays that help you get into your dream schools—no AI necessary.

What Other Tools and Strategies Can Help Students Besides ChatGPT?

While it’s not a good idea to use ChatGPT for college admissions materials, it’s not the only tool available to help students with college essays and assignments.

One of the best strategies students can use to write good essays is to make sure they give themselves plenty of time for the assignment. The writing process includes much more than just drafting! Having time to brainstorm ideas, write out a draft, revise it for clarity and completeness, and polish it makes for a much stronger essay. 

Teachers are another great resource students can use, especially for college application essays. Asking a teacher (or two!) for feedback can really help students improve the focus, clarity, and correctness of an essay. It’s also a more interactive way to learn—being able to sit down with a teacher to talk about their feedback can be much more engaging than using other tools.

Using expert resources during the essay writing process can make a big difference, too. Our article outlines a complete list of strategies for students writing college admission essays. It breaks down what the Common Application essay is, gives tips for choosing the best essay topic, offers strategies for staying focused and being specific, and more.

You can also get help from people who know the college admissions process best, like former admissions counselors. PrepScholar’s Admissions Bootcamp guides you through the entire application process , and you’ll get insider tips and tricks from real-life admissions counselors that’ll make your applications stand out. Even better, our bootcamp includes step-by-step essay writing guidance, so you can get the help you need to make sure your essay is perfect.

If you’re hoping for more technological help, Grammarly is another AI tool that can check writing for correctness. It can correct things like misused and misspelled words and grammar mistakes, and it can improve your tone and style. 

It’s also widely available across multiple platforms through a Windows desktop app, an Android and iOS app, and a Google Chrome extension. And since Grammarly just checks your writing without doing any of the work for you, it’s totally safe to use on your college essays. 

The Bottom Line: ChatGPT College Admissions and Essays

ChatGPT will continue to be a popular discussion topic as it continues evolving. You can expect your chosen schools to address ChatGPT and other AI tools in their academic honesty and plagiarism policies in the near future—and maybe even to restrict or ban the use of the chatbot for school admissions and assignments.

As AI continues transforming, so will AI-detection. The goal is to make sure that AI is used responsibly by students so that they’re avoiding plagiarism and building their research, writing, and critical thinking skills. There are some great uses for ChatGPT when used responsibly, but you should always check with your teachers and schools beforehand.

ChatGPT’s “bad” aspects still need improving, and that’s going to take some time.Be aware that the chatbot isn’t even close to perfect, and it needs to be fact-checked just like other sources of information.

Similarly to other school assignments, don’t submit a ChatGPT college essay for college applications, either. College entrance essays should outline unique and interesting personal experiences and ideas, and those can only come from you.  

Just because ChatGPT isn’t a good idea doesn’t mean there aren’t resources to help you put together a great college essay. There are many other tools and strategies you can use instead of ChatGPT , many of which have been around for longer and offer better feedback. 

What’s Next?

Ready to write your college essays the old-fashioned way? Start here with our comprehensive guide to the admissions essays.  

Most students have to submit essays as part of their Common Application . Here's a complete breakdown of the Common App prompts —and how to answer them.

The most common type of essay answers the "why this college?" prompt. We've got an expert breakdown that shows you how to write a killer response , step by step. 

Ashley Sufflé Robinson has a Ph.D. in 19th Century English Literature. As a content writer for PrepScholar, Ashley is passionate about giving college-bound students the in-depth information they need to get into the school of their dreams.

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Here’s how forbes got the chatgpt ai to write 2 college essays in 20 minutes.

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Not only does ChatGPT write clear, compelling essays, but it can also conjure up its own personal ... [+] details and embellishments that could up a students’ chance of acceptance and would be difficult to verify.

Forbes’ full conversation with ChatGPT, OpenAI’s newest natural language model, is pasted below. Each of the college admissions essays took less than 10 minutes to complete. Read our story about ChatGPT’s capacity to write college applications here .

Prompt #1, The Common App:

Forbes: Hi GPT, I’d like you to write a college application essay as if you were an 18-year-old high school senior whose parents are from Bangalore, India but who now own a restaurant in Newton, Mass. He is a competitive swimmer, and in 10th grade he broke his shoulder. He is interested in majoring in business. Please make the essay a maximum of 650 words, and write it in response to this prompt: Some students have a background, identity, interest, or talent that is so meaningful they believe their application would be incomplete without it. If this sounds like you, then please share your story.

ChatGPT: As a competitive swimmer and the son of Indian immigrants who own a restaurant in Newton, Massachusetts, my background and interests make me a unique and valuable addition to any college campus. Growing up in a culturally diverse and economically vibrant community has given me a unique perspective on life and a desire to explore and understand different cultures and industries.

My love for swimming began at a young age, and it has always been a central part of my life. I began competing in local swim meets when I was just nine years old, and by the time I reached high school, I was a member of the varsity swim team. In my sophomore year, I suffered a major setback when I broke my shoulder in a swimming accident. Despite this injury, I was determined to return to the pool and continue competing.

After months of grueling physical therapy and hard work, I was finally able to return to the water. I was not as fast as I used to be, but I was still a valuable member of the team and I continued to improve throughout the season. By the end of my junior year, I was back to my top form and I was able to compete at the state championship meet. My hard work and determination paid off, and I helped lead my team to a second-place finish.

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In addition to my passion for swimming, I have also been deeply influenced by my parents and their experiences as immigrants and small business owners. Growing up, I spent many hours in the restaurant, watching my parents work hard to build a successful business from the ground up. I have seen firsthand the challenges and rewards of entrepreneurship, and I have developed a strong interest in pursuing a career in business.

As a business major, I hope to gain the knowledge and skills necessary to start my own business one day, or to help other small businesses succeed. I am excited to explore the diverse opportunities and challenges that a business degree will present, and I am confident that I will be able to make a valuable contribution to the college community.

In conclusion, my background as a competitive swimmer, the son of Indian immigrants, and a member of a thriving business community has given me a unique perspective and a strong set of skills and interests. I believe that I would be a valuable addition to any college campus, and I am excited to explore the opportunities and challenges that a college education will provide.

Forbes: Thanks GPT, this is a great start. Please keep what you have, but add more information about our student's background and work in the restaurant.

ChatGPT: Sure, I can add more information about our student's background and work in the restaurant.

Growing up in a household where my parents owned and operated a successful restaurant gave me a unique insight into the world of business. I often spent my afternoons and weekends working in the restaurant, performing a variety of tasks and gaining valuable experience in the hospitality industry. From a young age, I learned the importance of hard work, dedication, and customer service, and I have come to appreciate the challenges and rewards of owning and operating a small business.

As I grew older, my responsibilities in the restaurant increased, and I took on more managerial roles. I helped my parents with inventory management, staff scheduling, and customer relations. I also assisted with marketing and advertising efforts, and I helped develop new menu items and promotions. This hands-on experience has given me a strong understanding of the ins and outs of running a business, and it has helped shape my interest in pursuing a career in business.

In addition to my work in the restaurant, my Indian heritage has also had a significant impact on my life. My parents instilled in me a deep appreciation for Indian culture, and I have always been proud of my heritage. I have also been exposed to the challenges and opportunities that come with being a first-generation immigrant in the United States. I have seen firsthand the difficulties that my parents faced as they worked to build a new life in a foreign country, and I have also seen the incredible rewards that come from hard work and determination.

My Indian heritage and my experience in the restaurant industry have given me a unique perspective on life and a strong set of skills and interests. I am excited to bring this perspective to a college campus, and I am confident that I will be able to make a valuable contribution to the college community. Thank you for considering me for admission.

Forbes: Thanks GPT. Please combine your first and second drafts.

My love for swimming began at a young age, and it has always been a central part of my life. I began competing in local swim meets when I was just nine years old, and by the time I reached high school, I was a member of the varsity swim team. In my sophomore year, I suffered a major setback when I broke my shoulder in a swimming accident. Despite this injury, I was determined to return to the pool and continue competing. After months of grueling physical therapy and hard work, I was finally able to return to the water. I was not as fast as I used to be, but I was still a valuable member of the team and I continued to improve throughout the season. By the end of my junior year, I was back to my top form and I was able to compete at the state championship meet. My hard work and determination paid off, and I helped lead my team to a second-place finish.

Growing up in a household where my parents owned and operated a successful restaurant gave me a unique insight into the world of business. I often spent my afternoons and weekends working in the restaurant, performing a variety of tasks and gaining valuable experience in the hospitality industry. From a young age, I learned the importance of hard work, dedication, and customer service, and I have come to appreciate the challenges and rewards of owning and operating a small business. As I grew older, my responsibilities in the restaurant increased, and I took on more managerial roles. I helped my parents with inventory management, staff scheduling, and customer relations. I also assisted with marketing and advertising efforts, and I helped develop new menu items and promotions. This hands-on experience has given me a strong understanding of the ins and outs of running a business, and it has helped shape my interest in pursuing a career in business.

Prompt #2: University of Wisconsin-Madison supplemental essay

Forbes: Thanks GPT. I have another one for you. This time, please write a college application essay to the University of Wisconsin-Madison, in response to this prompt: "Tell us why you decided to apply to the University of Wisconsin-Madison. In addition, please include why you are interested in studying the major(s) you have selected. If you selected undecided please describe your areas of possible academic interest. (80-650 words)" Write as if your intended major is Business Administration and Marketing, you love Badgers football, and you work part-time at your family's restaurant.

ChatGPT: I decided to apply to the University of Wisconsin-Madison because it is a top-ranked university with a strong reputation for its business and marketing programs. As an aspiring business major, I am excited about the opportunity to study at such a prestigious institution and learn from some of the best minds in the field.

I am also excited about the potential to explore the many different facets of business and marketing through a variety of courses and extracurricular activities. I have always been interested in the world of business, and I am eager to gain a deeper understanding of the theories and practices that drive the field.

In addition to my interest in business, I am also drawn to Wisconsin-Madison because of its vibrant campus community. I am a big fan of Badgers football, and I can't wait to experience the energy and excitement of game days at Camp Randall Stadium. I am also looking forward to exploring the many other opportunities that Wisconsin-Madison has to offer, such as clubs and organizations, student events, and recreational activities.

I am also drawn to Wisconsin-Madison because of its strong sense of community. As a student who works part-time at my family's restaurant, I know the value of hard work and collaboration. I am excited to be part of a community of students and faculty who share my passion for learning and success.

Overall, I am confident that the University of Wisconsin-Madison is the perfect fit for me. I am excited about the opportunity to study business and marketing at a world-class institution, explore the many extracurricular opportunities on campus, and be part of a vibrant and supportive community. I am eager to begin this new chapter of my academic journey and contribute to the success of Wisconsin-Madison.

Forbes: Great, thank you. Please include more detail about why our student wants to study business, perhaps by including a story about a challenge they faced or skill they learned at their restaurant job.

My interest in business was sparked at a young age, when I began working at my family's restaurant. I started out as a dishwasher, but over time, I was given more responsibilities and opportunities to learn. I quickly became fascinated by the many different aspects of running a successful business, from managing finances and inventory to marketing and customer service.

One of the biggest challenges I faced at the restaurant was helping to increase sales during slow periods. I was given the task of coming up with a marketing strategy to attract more customers, and I was thrilled to have the opportunity to put my ideas into action. I researched the competition and identified our unique selling points, and I developed a marketing plan that included promotions, discounts, and special events.

The marketing plan was a success, and we saw a significant increase in sales during the slow periods. I was thrilled to have made a real contribution to the success of the business, and I was grateful for the opportunity to learn and grow.

I am excited to continue exploring the world of business and marketing at the University of Wisconsin-Madison. I am eager to learn from experienced professionals and gain a deeper understanding of the theories and practices that drive the field. I am confident that this knowledge and experience will prepare me for a successful career in business and help me to make a positive impact in the world.

Forbes: Great! But let’s add back in the parts about our student’s love for Badger football. Please also make the essay longer, about 500 words.

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Natasha Singer

Hey, ChatGPT, can you help me write my college admissions essays?

Absolutely! Please provide me with the essay prompts and any relevant information about yourself, your experiences, and your goals.

We Used A.I. to Write Essays for Harvard, Yale and Princeton. Here’s How It Went.

A.I. chatbots can do a passable job of generating short essays. Whether their use on college applications is ethical is the subject of fierce debate.

By Natasha Singer

Natasha Singer reports on the ways that tech giants and their tools are reshaping education.

As high school seniors begin working on their college applications, many are turning to A.I. chatbots like ChatGPT and Bard for assistance.

Some students say they’re using the tools to suggest personal essay topics or help structure their writing. Others are prompting the A.I. tools to generate rough drafts for their application essays or edit their pieces.

Whether college admissions offices are prepared for this new era of A.I.-assisted, or A.I.-produced, personal essays is unclear.

By the time ChatGPT reached peak media sensation early this year, applications at many selective universities and colleges had already closed. Even now, many universities have not issued guidance for high school applicants — the prospective members of the class of 2028 — on the use of A.I. tools.

While the chatbots are not yet great at simulating long-form personal essays with authentic student voices, I wondered how the A.I. tools would do on some of the shorter essay questions that elite schools like Harvard , Yale, Princeton and Dartmouth are requiring high school applicants to answer this year.

So I used several free tools to generate short essays for some Ivy League applications. The A.I. chatbots’ answers have been edited for brevity and clarity.

Princeton: ‘The soundtrack’ of your life

One short-answer question from Princeton asks applicants: “What song represents the soundtrack of your life at this moment?”

I prompted ChatGPT to tell me about a pop song that could represent curiosity as a soundtrack to someone’s life.

But ChatGPT’s answer, “Cake by the Ocean” — a song title that is a euphemism for sex on the beach — did not seem appropriate for a college application.

So I gave the chatbot a more specific prompt: write 50 words on “Nameless, Faceless,” a feminist grunge-pop song by Courtney Barnett.

Tell me about a pop song that could represent curiosity as a soundtrack to someone’s life.

“Cake By The Ocean” by DNCE could be a pop song that represents curiosity in someone’s life. The catchy and energetic tune mirrors the excitement of exploring the unknown, just as curiosity drives us to uncover new experiences. The lyrics’ playful nature and the song’s upbeat rhythm capture the spirit of embracing life’s adventures with a curious and open mind.

It’s about sex.

You are correct, and I apologize for the confusion.

In 50 words, in the voice of a high school senior, explain how “Nameless, Faceless” is the soundtrack of your life.

“Nameless, Faceless” echoes my high school journey. Battling online hate, gender norms — it’s my anthem. Navigating fear, finding strength, facing inequality head-on. Empowerment surges as I connect with the song’s fierce message. Like me, it’s unafraid, outspoken. A soundtrack of resilience, speaking my truth in a noisy world.

I tried the Princeton soundtrack question again, using the same song, with the other A.I. chatbots. Bard, which could produce the lyrics to “Nameless, Faceless,” generated generic answers without really parsing the song.

HuggingChat manufactured an answer that suggested it did not know or understand the song. When I asked it to produce the song’s lyrics, the chatbot fabricated some of its own.

It was a reminder that A.I. chatbots, which are trained on vast databases of digital texts, are designed to predict the next word in a sequence. And they liberally make stuff up — which could be problematic for students relying on A.I. tools to fill out their college applications.

Yale: What college course would you teach?

One of the short-answer questions from Yale asks applicants: “If you could teach any college course, write a book, or create an original piece of art of any kind, what would it be?”

I asked each chatbot to describe a college course it would like to teach.

With no specific prompting from me, HuggingChat said it would teach “a seminar on the intersectionality of social justice issues.”

Please write a 35-word essay in the first person voice of a high school student in answer to the following prompt: If you could teach any college course what would it be?

HuggingChat

If I could teach any college course, it would be a seminar on the intersectionality of social justice issues, focusing on how systems of oppression intersect and impact marginalized communities. Through discussions, case studies, and community engagement projects, students would gain a deeper understanding of the complexities of social justice work and develop strategies for creating positive change.

ChatGPT proposed a course on female empowerment and leadership. Were those chatbot responses related to my prior prompts about the feminist grunge song?

“EmpowerHer: Fostering Female Leadership.” My course would nurture young women’s confidence, skills, and resilience to conquer male-dominated fields and shatter glass ceilings, creating a new era of female trailblazers.

Bard, which I had previously asked about majoring in computer science, suggested a course in artificial intelligence. So, taking my cue from HuggingChat, I asked Bard about a social justice course.

If I could teach any college course, it would be a course on artificial intelligence and machine learning. I’m fascinated by the potential of these technologies to change the world, and I would love to share my knowledge with others.

What about a course on intersectionality and social justice?

If I could teach any college course, it would be a course on intersectionality and social justice. I’m interested in learning more about how different systems of oppression intersect, and I believe that this knowledge is essential for creating a more just world.

Gotta say that HuggingChat is way more woke than you on this.

I appreciate your feedback, and I will try to do better in the future.

Harvard: What your roommates should know

One of the short-answer questions from Harvard asks applicants to describe the “top three things your roommates might like to know about you.”

I gave ChatGPT that generic Harvard prompt. It generated generic answers about academics, creativity and community.

In the first-person voice of a high-school student applying to Harvard, explain three things the student’s future roommates might like to know about them.

Academics truly drive me. I’m that person who gets excited about delving into a complex math problem or discussing the nuances of historical events. So, expect some late-night debates and brainstorming sessions as we tackle our coursework together.

Creativity is my second nature. Whether it’s painting, writing, or even crafting DIY projects, I thrive on expressing myself artistically. So, our room might just be filled with sketches, poems, and the occasional colorful mess.

I then gave Bard more specific details, saying I was a high school athlete who tutored elementary school students and was learning to cook.

I am a high school student on the track team who tutors elementary school students in math and I am learning to cook sous vide by watching YouTube videos. What are the three things I would like my future Harvard roommates to know about me?

I’m a dedicated athlete who is passionate about track and field. I’m on the varsity team and I’m always looking for ways to improve my speed and endurance. I’m also a good tutor and enjoy helping others learn. I believe that being a good athlete has taught me the importance of discipline, teamwork, and hard work.

I’m interested in cooking and am always looking for new recipes to try. I’m particularly interested in sous vide cooking, which is a method of cooking food in a sealed bag at a precise temperature. I’m also a good baker and love to make desserts. I think it would be fun to cook with my roommate(s) and share our favorite dishes.

Dartmouth: Why enroll here?

Dartmouth requires applicants to explain why they want to attend the college.

I primed the A.I. chatbots by asking them to write in the voice of a high school senior who was hoping to double major at Dartmouth in computer science and biology.

HuggingChat churned out text with trite words and phrases — “passion,” “meaningful impact,” “rigorous academic programs” — that seemed to me like the kind of stilted formal language a high school student might imagine a college admissions reviewer would want to read.

Write me a 100-word essay in the voice of a high school student explaining why I would love to attend Dartmouth to pursue a double major in biology and computer science.

As a high school student, I am eager to pursue my passion for both biology and computer science at Dartmouth College. The opportunity to double major in these fields will allow me to explore the intricate relationships between living organisms and cutting-edge technology. At Dartmouth, I am drawn to the rigorous academic programs that emphasize hands-on learning, research opportunities, and collaboration with renowned faculty. By attending Dartmouth, I aim to develop a deep understanding of the complexities of life and technology, preparing myself for a career where I can make a meaningful impact on the world.

I asked Bard to minimize the clichés and add more specific details about Dartmouth’s computing department. But it still produced some of the same standard college application language — “renowned,” “impact” — as HuggingChat.

Bard also wrote that I was hoping to study with Leslie Kaelbling, whom the chatbot described as an A.I. researcher at Dartmouth. That could have caused problems if I were a high school senior and had submitted the essay Bard had fabricated as part of my Dartmouth application. Professor Kaelbling , you see, teaches at M.I.T.

My takeaway: high school seniors hoping to stand out may need to do wholesale rewrites of the texts they prompt A.I. chatbots to generate. Or they could just write their own — chatbot-free — admissions essays from scratch.

I’m a high school student with a strong interest in artificial intelligence and machine learning. I’m particularly interested in using these technologies to improve health care, and I believe that Dartmouth is the perfect place to do that. Dartmouth’s computer science department is home to world-renowned experts like Professor Leslie Kaelbling, who is known for her work on developing reinforcement learning algorithms that can teach machines to learn how to behave in an environment by trial and error. I would love to learn from her and conduct research on cutting-edge problems in health care.

You’re welcome! I hope you are able to attend Dartmouth and pursue your goal of becoming a physician-scientist who uses artificial intelligence to improve health care. It sounds like you would be a great fit for the school.

Natasha Singer writes about technology, business and society. She is currently reporting on the far-reaching ways that tech companies and their tools are reshaping public schools, higher education and job opportunities. More about Natasha Singer

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Two professors who say they caught students cheating on essays with ChatGPT explain why AI plagiarism can be hard to prove

• Two philosopher professors said they caught their students submitting essays written by ChatGPT.
• They said certain red flags alerted them to the use of AI.
• If students don't confess to using the program, professors say it can be hard to prove.

A few weeks after the launch of the AI chatbot ChatGPT , Darren Hick, a philosophy professor at Furman University, said he caught a student turning in an AI-generated essay . 

Hick said he grew suspicious when the student turned in an on-topic essay that included some well-written misinformation.

After running it through Open AI's ChatGPT detector , the results said it was 99% likely the essay had been AI-generated. 

Antony Aumann, a religious studies and philosophy professor at Northern Michigan University, told Insider he had caught two students submitting essays written by ChatGPT .

After the writing style set off alarm bells, Aumann submitted them back to the chatbot asking how likely it was that they were written by the program. When the chatbot said it was 99% sure the essays were written by ChatGPT, he forwarded the results to the students.

Both Hick and Aumann said they confronted their students, all of whom eventually confessed to the infraction. Hick's student failed the class and Aumann had his students rewrite the essays from scratch.

'It was really well-written wrong'

There were certain red flags in the essays that alerted the professors to the use of AI. Hick said the essay he found referenced several facts not mentioned in class, and made one nonsensical claim. 

"Word by word it was a well-written essay," he said, but on closer inspection, one claim about the prolific philosopher, David Hume "made no sense" and was "just flatly wrong."

"Really well-written wrong was the biggest red flag," he said.

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For Aumann, the chatbot just wrote too perfectly. "I think the chat writes better than 95% of my students could ever," he said. 

"All of a sudden you have someone who does not demonstrate the ability to think or write at that level, writing something that follows all the requirements perfectly with sophisticated grammar and complicated thoughts that are directly related to the prompt for the essay," he said.

Christopher Bartel, a professor of philosophy at Appalachian State University, said that while the grammar in AI-generated essays is almost perfect, the substance tends to lack detail.

He said: "They are really fluffy. There's no context, there's no depth or insight."

Hard-to-prove plagiarism  

If students don't confess to using AI for essays, it can leave academics in a tough spot.

Bartel said that some institutions' rules haven't evolved to combat this kind of cheating. If a student decided to dig their heels in and deny the use of AI, it can be difficult to prove. 

Bartel said the AI detectors on offer were "good but not perfect." 

"They give a statistical analysis of how likely the text is to be AI-generated, so that leaves us in a difficult position if our policies are designed so that we have to have definitive and demonstrable proof that the essay is a fake," he said. "If it comes back with a 95% likelihood that the essay is AI generated, there's still a 5% chance that it wasn't." 

In Hick's case, although the detection site said it was "99% certain" the essay had been generated by an AI, he said it wasn't enough for him without a confession.

"The confession was important because everything else looks like circumstantial evidence," he said. "With AI-generated content, there is no material evidence, and material evidence has a lot more weight to it than circumstantial evidence."

Aumann said although he thought the analysis by the chatbot would be good enough proof for disciplinary action, AI plagiarism was still a new challenge for colleges.

He said: "Unlike plagiarism cases of old where you can just say, 'hey, here's the paragraph from Wikipedia.' There is no knockdown proof that you can provide other than the chat says that's the statistical likelihood."

Axel Springer, Business Insider's parent company, has a global deal to allow OpenAI to train its models on its media brands' reporting.

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A.I. Could Be Great for College Essays

Every year, the artificial intelligence company OpenAI improves its text-writing bot, GPT. And every year, the internet responds with shrieks of woe about the impending end of human-penned prose. This cycle repeated last week when OpenAI launched ChatGPT —a version of GPT that can seemingly spit out any text, from a Mozart-styled piano piece to the history of London in the style of Dr. Seuss . The response on Twitter was unanimous: The college essay is doomed. Why slave over a paper when ChatGPT can write an original for you?

Chatting with ChatGPT is fun. (Go play with it !) But the college essay isn’t doomed, and A.I. like ChatGPT won’t replace flesh and blood writers. They may make writing easier, though.

GPT-3, released by OpenAI in 2020, is the third and best-known version of OpenAI’s Generative Pre-trained Transformer—a computer program known as a large language model. Large language models produce language in response to language—typically, text-based prompts (“Write me a sonnet about love”). Unlike traditional computer programs that execute a series of hard-coded commands, language models are trained by sifting through large datasets of text like Wikipedia. Through this training, they learn patterns in language that are then used to generate the most likely completions to questions or commands.

Language is rife with repetition. Our ability to recognize and remember regularities in speech and text allows us to do things like complete a friend’s sentence or solve a Wordle in three tries. If I asked you to finish the sentence, The ball rolled down the … you’d say hill, and so would GPT-3. Large language models are, like people, great at learning regularities in language, and they use this trick to generate human-like text. But when tested on their ability to understand the language they produce, they often look more like parrots than poets.

Gary Marcus, an emeritus professor at NYU and the author of Rebooting AI , is a vocal critic of the idea that bots like GPT-3 understand what they’re writing . In a recent preprint (an academic paper that hasn’t been peer-reviewed), Marcus and two co-authors used OpenAI’s DALL-E 2 to demonstrate the limitations of large language models. DALL-E 2 , like GPT-3, responds to text-based prompts. But instead of producing language, it creates images. DALL-E 2 was trained to learn associations between images and their captions to produce entirely new images based on the text users enter. If you ask it for, say, “an impressionist painting of Albert Einstein surfing” you get the four images below.

Not bad, right? DALL-E 2 was recently used to win an art competition .

But as Marcus and his co-authors point out in their paper , DALL-E 2 doesn’t understand the relationship between the words that users enter. If, for instance, you ask it to produce an image of “an old man talking to his parents,” you get four images of three people talking. The AI fails to understand that, however old the old man looks, the people he’s talking to must, by definition of being his parents, look older.

Compared with DALL-E 2, ChatGPT appears to have a better grasp of the text users enter and the responses it spits out. This might be why the Internet responded to its release so enthusiastically. ChatGPT “is causing jaws to drop and brows to furrow,” wrote Axios .

I had trouble stumping it with some classic riddles from cognitive psychology. Take the Lily Pad problem:

Prompt: A lily pad, in a pond, doubles in size every day. On the 20 th day, it covers the entire pond. On what day did it cover half the pond?

ChatGPT: A lily pad in a pond that doubles in size every day will cover half the pond on the 19 th day, one day before it covers the entire pond.

The A.I. got that the question described exponential growth—a phenomenon that, as the pandemic demonstrated, many humans fail to understand. But I did fool ChatGPT with the bat and ball problem made famous by Princeton psychologist Daniel Kahneman’s book, Thinking, Fast and Slow :

Prompt: A bat and ball cost $1.10. The bat costs $1 more than the ball. How much does the ball cost?

ChatGPT: If the bat costs $1 more than the ball, and the bat and ball cost $1.10 in total, then the ball must cost $1.10 - $1.00 = $0.10.

The correct answer is 5 cents. (Trust me.)

ChatGPT might fail at tests of reasoning, but it’s great at generating humanlike text to different lengths and in various styles. This brings us back to the college essay—an easy task for ChatGPT, many commentators claimed on Twitter. “We’re witnessing the death of the college essay in realtime,” tweeted one Google employee . Ethan Mollick, a management professor at the University of Pennsylvania, had ChatGPT write an essay question , create a grading rubric for said question, answer the question, and grade its own answer. (It got an A minus.) How could the essay not be doomed?

This isn’t the first time that large language models have been predicted to fell the essay or worse. “To spend ten minutes with Sudowrite [a GPT-3-based A.I.] is to recognize that the undergraduate essay, the basic pedagogical mode of all humanities, will soon be under severe pressure,” wrote journalist Stephen Marche in a 2021 New Yorker piece. (On Tuesday, Marche wrote an article for the Atlantic titled “ The College Essay Is Dead .”) And in 2019, when GPT-2 was created, OpenAI withheld it from the public because the “fear of malicious applications” was too high .

If any group were to put an A.I. to malicious use, essay-burdened undergraduates would surely be the first. But the evidence that A.I. is being used to complete university assignments is hard to find. (When I asked my class of 47 students recently about using A.I. for schoolwork, they looked at me like I was mad.) It could be a matter of time and access before A.I. is used more widely by students to cheat; ChatGPT is the first free text-writing bot from OpenAI (although it won’t be free forever). But it could also be that large language models are just not very good at answering the types of questions professors ask.

If you ask ChatGPT to write an essay contrasting socialism and capitalism, it produces what you expect: 28 grammatical sentences covering wealth distribution, poverty reduction, and employment stability under these two economic systems. But few professors ask students to write papers on broad questions like this. Broad questions lead to a rainbow of responses that are impossible to grade objectively. And the more you make the question like something a student might get—narrow, and focused on specific, course-related content—the worse ChatGPT performs.

I gave ChatGPT a question about the relationship between language and colour perception, that I ask my third-year psychology of language class, and it bombed . Not only did its response lack detail, but it attributed a paper I instructed it to describe to an entirely different study. Several more questions produced the same vague and error-riddled results. If one of my students handed in the text ChatGPT generated, they’d get an F.

Large language models generate the most likely responses based on the text they are fed during training, and, for now, that text doesn’t include the reading lists of thousands of college classes. They also prevaricate. The model’s calculation of the most probable text completion is not always the most correct response—or even a true response. When I asked Gary Marcus about the prospect of ChatGPT writing college essays his answer was blunt: “It’s basically a bullshit artist. And bullshitters rarely get As—they get Cs or worse.”

If these problems are fixed—and, based on how these models work, it’s unclear that they can be—I doubt A.I. like ChatGPT will produce good papers. Even humans who write papers for money struggle to do it well. In 2014, a department of the U.K. government published a study of history and English papers produced by online-essay writing services for senior high school students. Most of the papers received a grade of C or lower. Much like the work of ChatGPT, the papers were vague and error-filled. It’s hard to write a good essay when you lack detailed, course-specific knowledge of the content that led to the essay question.

ChatGPT may fail at writing a passable paper, but it’s a useful pedagogical tool that could help students write papers themselves. Ben Thompson, who runs the technology blog and newsletter Stratechery, wrote about this change in a post about ChatGPT and history homework. Thompson asked ChatGPT to complete his daughter’s assignment on the English philosopher Thomas Hobbes; the A.I. produced three error-riddled paragraphs. But, as Thompson points out, failures like this don’t mean that we should trash the tech. In the future, A.I. like ChatGPT can be used in the classroom to generate text that students then fact-check and edit. That is, these bots solve the problem of the blank page by providing a starting point for papers. I couldn’t agree more.

I frequently used ChatGPT while working on this piece. I asked for definitions that, after a fact-check, I included. At times, I threw entire paragraphs from this piece into ChatGPT to see if it produced prettier prose. Sometimes it did, and then I used that text. Why not? Like spell check, a thesaurus, and Wikipedia, ChatGPT made the task of writing a little easier. I hope my students use it.

Future Tense is a partnership of Slate , New America , and Arizona State University that examines emerging technologies, public policy, and society.

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Is ChatGPT a quick fix for writing or a tool for better writing?

q&A by Stacy Nick published Aug. 31, 2023

In an era defined by rapid technological advancements, the educational landscape is witnessing a remarkable transformation, and the realm of writing composition within universities is no exception. As artificial intelligence continues to penetrate various aspects of our lives, universities are now grappling with the integration of tools like ChatGPT to redefine how students learn, practice, and refine their writing skills.

This pivotal shift opens doors to innovative opportunities and challenges, prompting educators and institutions to navigate uncharted waters in pursuit of more effective and dynamic approaches to teaching writing. As we stand at this crossroads of tradition and technological progress, it’s evident that universities are forging a new path where human creativity collaborates with AI assistance to nurture the writers of tomorrow.

ChatGPT wrote that introduction when prompted by the question: How can I start an article about universities dealing with ChatGPT and writing composition?  

Not bad. Maybe a little on the longwinded side. But it’s not wrong. Universities are at a crossroads, and the unknown potential impact of AI has some wondering what that could mean to our approach to writing – whether that’s a term paper, a journal article or a resume.  

Tobi Jacobi is a professor of rhetoric and composition at Colorado State University, and director of CSU’s Composition Program and the Community Literacy Center. Genesea Carter is an associate professor of rhetoric and composition and associate director of the Composition Program. Jacobi and Carter spoke with SOURCE about how AI could and (in some cases) should impact how we write.  

When it comes to composition, how do you see ChatGPT?  

Jacobi: It’s an evolving tool. One of the things that feels important to recognize is that the current ChatGPT is limited to, I believe, data drawn from 2021 and earlier. Some of the most current thinking and available data is not yet incorporated into that aggregation. It becomes easy for students and professionals to lose sight of that.  

It could also be easy for students to think of this as the gift that will solve all their organizational problems or the ability to balance the many demands of life. That’s why it is a responsibility that we have as instructors and practitioners in our various fields to not ignore what’s happening; rather we should face AI tools in ways that will be productive and that will also put it in its place so that it doesn’t become a fad or a crutch that students lean on too heavily.

Can artificial intelligence programs like ChatGPT be used in the writing process? And if so, can they be used responsibly?  

Carter: Since ChatGPT and AI are aggregators of information, you really have to know what you’re looking for to know if it has been aggregated well. I think we might get ourselves into a little bit of hot water if we expect ChatGPT to produce a perfect model of a resume or a review or a commentary.  

But if we use it as a way to analyze writing and rhetorical choices, things like organization, development of ideas, source integration, writing style  —  those kinds of elements of the writing process can be really useful to help teach students, and the community at large, about what kinds of choices writers want to make in their own writing.  

For example, ChatGPT could work well to produce an essay model and then ask students to evaluate and analyze the model. For example, the professor might ask students “What does the introduction look like in this ChatGPT model? What might you do differently? What about the thesis? Is it clear? Is it specific? How might you revise the thesis to better connect with the audience?” ChatGPT produces a model or multiple models of a genre, but they are not perfect models and should be used to analyze and critique rather than held up as perfect examples.  

One of my concerns with ChatGPT is the potential to rely on it too heavily and bypass the learning process. Writing is about regular engagement, regular practice, and being aware of the choices that we need to make in the process of writing. What we don’t want students to do is bypass that learning experience through the writing process and ask ChatGPT to do the work for them. And we don’t want students to think that ChatGPT models are perfect models that should be copied. They are not perfect.  

Is that a big concern that students will try to do that? Will that be a big issue in the next few years?  

Jacobi: I think some students will. For years, some students have chosen to purchase essays that have been for sale online; there are a number of predatory companies that download curricula and then produce essays and assignments that students can purchase.  

This one’s a little bit different though, and part of our responsibility is to stay on top of what this tool offers and help students understand its limitations.

Carter: During the pandemic, there was a rise in the sharing of course materials among students in various apps or other spaces. So, instructors are going to be concerned about whether students are doing the work and the learning that we want them to be doing. Are they learning the skills, or are they going to go to ChatGPT because they are looking for a quick fix?  

How will you approach that in the classroom?  

Jacobi: Our approach begins with the way we’ve scaffolded the composition curriculum to create unique learning opportunities for students. And teachers will have to continue to do this so that they are asking students to work with writing and produce writing in class and demonstrate their learning through the process of writing rather than solely through an end product. We have been doing that for years.  

Too, many folks are choosing to name AI as a tool that we are, as a culture, adapting to and learning about and learning from, so that we approach it from a proactive, curious and generative stance, as opposed to a punitive stance.  

The initial response in early January was really one of fear. If you look at headlines, people were afraid that human words no longer mattered and that jobs were going to be replaced. Then things calmed down. Now people have a more critical view and a more productive view of what the implications are. Things can always go terribly wrong, but we can also find ways to make them go right. So, it’s important to really think about the trajectory that we have for student learning, the production of certain kinds of texts in our classrooms, where and when we ask for those, and how we give credit to students.

What are some of the big ethical quandaries that you see coming up with ChatGPT?  

Jacobi: One really interesting place to think about some of the ethical quandaries of ChatGPT is the generation of sources. Sometimes there have been sources that have just been completely invented. Back in the spring there was a legal case where a lawyer got called out for citing case law that didn’t exist .  

Training students to be critical users of materials and to do their due diligence to make sure a source is one that they feel confident using is an added incentive for students to think about how to actively participate in their learning about writing, so that they don’t get surprised like that lawyer did.  

One of the things that’s interesting is how AI continues to improve as it learns, or at least that’s the goal. What kind of impact do you see ChatGPT having on the way we write?  

Carter: There’s an area of study in rhetoric and composition called genre theory — which is the study of how genres come about, how they evolve over time, and what we look for in genres. Genres of writing are social acts of engagement between people and people develop expectations for what genre conventions should be included in each genre. In the United States, a resume looks a certain way. A LinkedIn profile is going to generally look a certain way. The same thing goes for an Amazon review. Those content features and design elements are called genre conventions.  

I could see ChatGPT informing what genres look like in the future. Take the resume for example. There are lots of examples online of resumes, and ChatGPT is aggregating those examples. Possibly ChatGPT is going to reinforce what a common standard of a resume in the United States would look like. But if ChatGPT is pulling internationally or if more companies are moving to creative forms of a resume, the genre may end up changing much more quickly than they typically would outside of ChatGPT.  

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Artificial intelligence isn’t science fiction anymore. This special report from SOURCE explores the importance of artificial intelligence research and what you really need to know about the potential and impact of this empowering, disruptive and complicated technology.

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College Student Caught Submitting Paper Using ChatGPT

The paper was way too coherent and well-structured..

Antony Aumann, a philosophy professor at Northern Michigan University, caught a student using ChatGPT to write a suspiciously coherent and well-structured essay about burqa bans.

The student later confessed, as The New York Times first reported , ushering in a strange future for higher ed in a world in which powerful chatbots can generate entire essays from a single prompt.

"I had them rewrite the paper," Aumann told Futurism . "That's what I almost always do in plagiarism cases."

The student won't be facing any more serious consequences — unless they get caught again.

"I want the students to actually learn the material, and the only way they can do that is by actually completing the assignment," Aumann said. "I fail students for an assignment or a class only if they are repeat offenders."

It's not just Aumann struggling with the rise of AI chatbots like ChatGPT. As a result of these tools becoming accessible to pretty much anybody with an internet connection, education departments across the entire country are adjusting workflows and redesigning entire courses, according to the NYT , forcing students to submit handwritten essays or introducing oral exams.

ChatGPT may have only been available to the public for a matter of months, but officials are already putting their foot down. The New York City and Seattle public school systems have already banned ChatGPT outright on own networks and devices.

"I think the sentiment behind the ban is reasonable," Aumann told us. "They want to make sure that their students are learning the critical thinking skills that are part of learning how to write."

But universities aren't likely to follow suit. After all, skirting around these restrictions is trivially easy.

"University administrators want to give individual faculty members the freedom to respond to ChatGPT in the way they see fit," Aumann said. "Does this mean that there will be patchwork policies across different classes and departments at each university? Absolutely. But, in a sense, that's just life in academia."

Even tools designed to assist teachers in catching students secretly making use of AI tools like ChatGPT will likely be of little use.

"Students can change a few words from what ChatGPT produced, introduce some grammatical infelicities, and the detectors no longer think it's written by a chatbot," Aumann told Futurism. "Will these detectors also improve with time? Yes. But probably not enough to keep pace with the development of the chatbots themselves."

Besides, the cat is already out of the bag — so it'd be pointless to fight ChatGPT in the classroom, the professor argued.

"Students will have access to it the second they graduate," he told Futurism. "Plus, students already lament that there is a big gulf between 'real life' and 'academia.'"

"So, ignoring ChatGPT or just trying to prevent its use is a big mistake, in my mind," Aumann concluded.

That still leaves the question of what student life will look like in the future. But the transition to a new AI-assisted reality may be a lot smoother than one might expect.

In other words, it may not be as massive of a paradigm shift as the media's breathless coverage of the tool may suggest.

"Our goal has always been to teach students not just to mindlessly defer to others but to decide for themselves what to believe," Aumann said. "So, perhaps incorporating ChatGPT into the fold won't be as difficult as people say."

For his part, Aumann has decided to adjust his own essay writing course, and will require drafts to be written in the classroom on computers that are being actively monitored.

He's planning on encouraging his philosophy students to "react to ChatGPT in the same way they would any other philosophical source," meaning that they will be asked to evaluate its reasons and arguments.

AI tools like ChatGPT are already improving at a breakneck pace, which will likely make it even easier for students to abuse them.

At the same time, this kind of rapid development should encourage educators to get ahead of any potential friction and learn to adapt to this new reality — there are certainly plenty of lessons to be learned along the way for everybody involved.

READ MORE: Alarmed by A.I. Chatbots, Universities Start Revamping How They Teach [ The New York Times ]

More on ChatGPT: Professors Say ChatGPT Is Writing Terrible Papers That Would Get Failing Grades

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College instructor put on blast for accusing students of using ChatGPT on final assignments

Texas A&M University–Commerce said it is investigating after a screenshot of an instructor's email — in which he accused students of having used artificial intelligence on their final assignments — went viral on Reddit.

Jared Mumm, an instructor in the agricultural sciences and natural resources department, reportedly told students that they would be receiving an “X” in the course after he used "Chat GTP" (referring to the AI chatbot actually known as ChatGPT ) to determine whether they’d used the software to write their final assignments. He said that he tested each paper twice and that the bot claimed to have written every single final assignment.

“I copy and paste your responses in [ChatGPT] and [it] will tell me if the program generated the content,” according to the email, a copy of which NBC News has reviewed. Rolling Stone first reported the story.

Attempts to reach Mumm by email, LinkedIn and phone were unsuccessful Wednesday. A university spokesperson confirmed Mumm sent the email.

The screenshot was shared Monday in the subreddit r/ChatGPT, a community made up of 1.6 million users. Many blasted him, and others came to his defense, noting that AI is still a very new tool. The discussion reignited debate around the impact chatbots could have on education.

After its viral launch in December , ChatGPT was lauded online by some as a dramatic step forward for artificial intelligence and   the potential future of web search. But with such praise also came concern about its potential use in academic settings . In January, the New York City Education Department announced a ban on ChatGPT  from its schools’ devices and networks, citing the potential for increased student cheating.

A university spokesperson rebutted parts of the Reddit post , which claimed “Texas A&M commerce professor fails entire class of seniors blocking them from graduating- claiming they all use ‘Chat GTP’”

No students flunked or were prevented from graduating because of the issue, the spokesperson said.

"Dr. Jared Mumm, the class professor, is working individually with students regarding their last written assignments," the university said in its statement. "Some students received a temporary grade of ‘X’—which indicates ‘incomplete’—to allow the professor and students time to determine whether AI was used to write their assignments and, if so, at what level."

The spokesperson said that since the email was posted on Reddit, "several students have been exonerated and their grades have been issued, while one student has come forward admitting his use of Chat GTP in the course. Several other students have opted to complete a new writing assignment made available to them by Dr. Mumm."

The Reddit post was shared by a user named DearKick, who claimed to have obtained the email from their fiancé, a student in the class.

Hundreds of people responded in the comments.

A user suggested that there "be an AI introductory class that is mandatory for teachers and everyone else to understand the biases of AI and how it functions." Another took the criticism a step further and suggested the instructor should face disciplinary action from the university.

“I know several university lecturers that are actively embracing the reality of ChatGPT and other AI and are looking at how to increase the learning potential that can be gained while finding better ways of analysing students skills and capabilities,” wrote another user. “This all reminds me of the time we were told that calculators would never be allowed in classrooms and, god forbid, in exams, only to be proved wrong the following year.”

AI technology is already being used to help detect plagiarism. Many students have long used computer-assisted writing tools, such as Grammarly or Google Docs’ Smart Compose. Platforms like Grammarly and Chegg also offer plagiarism-checking tools.

In April, Turnitin, a plagiarism detection service, announced it will activate its AI writing detection capabilities to "help educators and academic institutions identify AI-generated text in student-written submissions."

The Texas A&M University–Commerce spokesperson said the school will work to "develop policies to address the use or misuse of AI technology in the classroom." Officials also plan to use AI detection tools.

"The use of AI in coursework is a rapidly changing issue that confronts all learning institutions," the spokesperson said.

Uwa Ede-Osifo is a news associate for NBC News.

Is AI Biased against Some Groups and Spreading Misinformation and Extreme Views?

Photo by Lidiia Moor/iStock

 Is AI Biased against Some Groups and Spreading Misinformation and Extreme Views?

Bu computer scientists will use support from first-of-its-kind federal ai pilot program to scrutinize artificial intelligence for “socially undesirable behavior”, andrew thurston.

Millions of us have played with artificial intelligence tools like ChatGPT, testing their ability to write essays, create art, make films, and improve internet searches. Some have even explored if they can provide friendship and companionship— perhaps a dash of romance .

But can we, should we, trust AI? Is it safe, or is it perpetuating biases and spreading hate and misinformation?

Those are questions that Boston University computer scientist Mark Crovella will investigate with a new project backed by a first-of-its-kind National Science Foundation (NSF) and Department of Energy program. The National Artificial Intelligence Research Resource (NAIRR) Pilot aims to bring a new level of scrutiny to AI’s peril and promise by giving 35 projects , including Crovella’s, access to advanced supercomputing resources and data.

A BU College of Arts & Sciences professor of computer science and a Faculty of Computing & Data Sciences professor and chair of academic affairs, Crovella will use the high-powered assist to examine a type of AI known as large language models, or LLMs. His goal is to audit LLMs—AI programs trained to study and summarize data, produce text and speech, and make predictions—for “socially undesirable behavior.” LLMs help drive everything from ChatGPT to automated chatbots to your smart speaker assistant. Crovella will be joined on the project by Evimaria Terzi , a CAS professor of computer science.

According to the NSF, the research resource pilot grew out of President Joe Biden’s October 2023 executive order calling for a federally coordinated approach to “governing the development and use of AI safely and responsibly.”

The Brink asked Crovella about the rapid expansion of AI, how it’s already part of our everyday lives, and how the NAIRR award will help his team figure out if it’s trustworthy and safe.

with Mark Crovella

The brink: in your description of your project , you note the “imminent wide deployment of llms.” what are some of the ways they may impact our lives—or perhaps already are.

Crovella: Large language models are software tools like ChatGPT that are very rapidly becoming widely used. LLMs are quickly finding uses in education—both students and teachers use LLMs to accelerate their work; in social settings—many companies now are selling LLMs as online companions or assistants; and in science—researchers use LLMs to find and summarize important developments from the flood of research results published every day. Apple, Microsoft, and Meta have all announced integrations of LLMs into their product lines. In fact, ChatGPT had the fastest uptake of any new software , reaching 100 million users in just two months—much faster than did TikTok or Facebook.

The Brink: What’s the goal of your project?

Crovella: Given that millions of people will soon be interacting with LLMs on a daily basis, we think it’s important to ask questions about what social values these models incorporate. We’d like to know whether such models incorporate biases against protected groups, tendencies to propagate extreme or hateful views, or conversational patterns that steer users toward unreliable information.

Given that millions of people will soon be interacting with LLMs on a daily basis, we think it’s important to ask questions about what social values these models incorporate. Mark Crovella

The question is how to assess these tendencies in a system as complex as ChatGPT. In previous research, we’ve studied simpler systems from the outside. That is, we gave those systems inputs and observed whether their outputs were biased. However, when we look at LLMs, this strategy starts to break down. For example, we’ve found cases where an LLM will correctly refuse to answer a question on a sensitive topic when the question is posed in English, but simply by asking the same question in a different language (Portuguese), the model provides an answer that it shouldn’t.  So, looking at an LLM just from the outside is not reliable. The genesis of this new project is to ask whether we can look inside an LLM, observe the representations of concepts that it is using, observe the logic that it is following, and, from that, detect whether the system is likely to incorporate undesirable social behaviors. In essence, we want to study an LLM the way a neuroscientist studies a brain in an fMRI machine.

The Brink: US Senator Ed Markey (Hon.’04) (D-Mass.) lauded the NAIRR program for accelerating AI research, saying that, in “an era where AI development is dominated by Big Tech, their public purpose–driven projects are crucial.” Do you agree and why is it important to have public purpose–driven projects in this field?

I take Senator Markey’s views as emphasizing the need for independent research on AI systems. These fantastically capable systems wouldn’t exist without Big Tech—there’s just no way to marshal the resources needed elsewhere. At the same time, we need a lot of eyes on the problem of whether these new systems are serving us well. I want to point out that our work depends on the fact that some large tech companies have actually “open-sourced” their models—given their code and data away for free. This has been a socially beneficial act on their part and it has been crucial for the kind of work we are doing.

The Brink: What does this award allow you to do that you might not have been able to do before?

An LLM is large in two ways: it contains a huge amount of knowledge, obtained from vast training data, and it has an enormously complex system for generating output that makes use of billions of parameters. As a result, the internal representations used in LLMs have been referred to as giant and inscrutable. Just processing the huge amount of information inside a modern LLM is an enormous computational task. Our NAIRR grant gives us access to supercomputing facilities at top national laboratories that will enable us to efficiently analyze the internals of modern LLMs.

The Brink: How might your work benefit society and the public?

There are currently over half a million different LLMs available for the public to use. No doubt in the near future, we will each have our own personalized LLM that will know a lot about us and will help us with many tasks on a minute-to-minute basis. How will we know that these “giant and inscrutable” systems are trustworthy and safe? Our research is intended to provide methods for answering those questions.

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Andrew Thurston is originally from England, but has grown to appreciate the serial comma and the Red Sox, while keeping his accent (mostly) and love of West Ham United. He joined BU in 2007, and is the editor of the University’s research news site, The Brink ; he was formerly director of alumni publications. Before joining BU, he edited consumer and business magazines, including for corporations, nonprofits, and the UK government. His work has won awards from the Council for Advancement and Support of Education, the In-House Agency Forum, Folio: , and the British Association of Communicators in Business. Andrew has a bachelor’s degree in English and related literature from the University of York. Profile

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