chatbot to write essays

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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. 

How I test an AI chatbot's coding ability - and you can too

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

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How to Get ChatGPT to Write an Essay: Prompts, Outlines, & More

Last Updated: April 28, 2024 Fact Checked

Getting ChatGPT to Write the Essay

Using ai to help you write, expert interview.

This article was written by Bryce Warwick, JD and by wikiHow staff writer, Nicole Levine, MFA . Bryce Warwick is currently the President of Warwick Strategies, an organization based in the San Francisco Bay Area offering premium, personalized private tutoring for the GMAT, LSAT and GRE. Bryce has a JD from the George Washington University Law School. This article has been fact-checked, ensuring the accuracy of any cited facts and confirming the authority of its sources. This article has been viewed 46,948 times.

Are you curious about using ChatGPT to write an essay? While most instructors have tools that make it easy to detect AI-written essays, there are ways you can use OpenAI's ChatGPT to write papers without worrying about plagiarism or getting caught. In addition to writing essays for you, ChatGPT can also help you come up with topics, write outlines, find sources, check your grammar, and even format your citations. This wikiHow article will teach you the best ways to use ChatGPT to write essays, including helpful example prompts that will generate impressive papers.

Things You Should Know

• To have ChatGPT write an essay, tell it your topic, word count, type of essay, and facts or viewpoints to include.
• ChatGPT is also useful for generating essay topics, writing outlines, and checking grammar.
• Because ChatGPT can make mistakes and trigger AI-detection alarms, it's better to use AI to assist with writing than have it do the writing.

• Before using the OpenAI's ChatGPT to write your essay, make sure you understand your instructor's policies on AI tools. Using ChatGPT may be against the rules, and it's easy for instructors to detect AI-written essays.
• While you can use ChatGPT to write a polished-looking essay, there are drawbacks. Most importantly, ChatGPT cannot verify facts or provide references. This means that essays created by ChatGPT may contain made-up facts and biased content. [1] X Research source It's best to use ChatGPT for inspiration and examples instead of having it write the essay for you.

• The topic you want to write about.
• Essay length, such as word or page count. Whether you're writing an essay for a class, college application, or even a cover letter , you'll want to tell ChatGPT how much to write.
• Other assignment details, such as type of essay (e.g., personal, book report, etc.) and points to mention.
• If you're writing an argumentative or persuasive essay , know the stance you want to take so ChatGPT can argue your point.
• If you have notes on the topic that you want to include, you can also provide those to ChatGPT.
• When you plan an essay, think of a thesis, a topic sentence, a body paragraph, and the examples you expect to present in each paragraph.
• It can be like an outline and not an extensive sentence-by-sentence structure. It should be a good overview of how the points relate.

• "Write a 2000-word college essay that covers different approaches to gun violence prevention in the United States. Include facts about gun laws and give ideas on how to improve them."
• This prompt not only tells ChatGPT the topic, length, and grade level, but also that the essay is personal. ChatGPT will write the essay in the first-person point of view.
• "Write a 4-page college application essay about an obstacle I have overcome. I am applying to the Geography program and want to be a cartographer. The obstacle is that I have dyslexia. Explain that I have always loved maps, and that having dyslexia makes me better at making them."

Tyrone Showers

Be specific when using ChatGPT. Clear and concise prompts outlining your exact needs help ChatGPT tailor its response. Specify the desired outcome (e.g., creative writing, informative summary, functional resume), any length constraints (word or character count), and the preferred emotional tone (formal, humorous, etc.)

• In our essay about gun control, ChatGPT did not mention school shootings. If we want to discuss this topic in the essay, we can use the prompt, "Discuss school shootings in the essay."
• Let's say we review our college entrance essay and realize that we forgot to mention that we grew up without parents. Add to the essay by saying, "Mention that my parents died when I was young."
• In the Israel-Palestine essay, ChatGPT explored two options for peace: A 2-state solution and a bi-state solution. If you'd rather the essay focus on a single option, ask ChatGPT to remove one. For example, "Change my essay so that it focuses on a bi-state solution."

Pay close attention to the content ChatGPT generates. If you use ChatGPT often, you'll start noticing its patterns, like its tendency to begin articles with phrases like "in today's digital world." Once you spot patterns, you can refine your prompts to steer ChatGPT in a better direction and avoid repetitive content.

• "Give me ideas for an essay about the Israel-Palestine conflict."
• "Ideas for a persuasive essay about a current event."
• "Give me a list of argumentative essay topics about COVID-19 for a Political Science 101 class."

• "Create an outline for an argumentative essay called "The Impact of COVID-19 on the Economy."
• "Write an outline for an essay about positive uses of AI chatbots in schools."
• "Create an outline for a short 2-page essay on disinformation in the 2016 election."

• "Find peer-reviewed sources for advances in using MRNA vaccines for cancer."
• "Give me a list of sources from academic journals about Black feminism in the movie Black Panther."
• "Give me sources for an essay on current efforts to ban children's books in US libraries."

• "Write a 4-page college paper about how global warming is changing the automotive industry in the United States."
• "Write a 750-word personal college entrance essay about how my experience with homelessness as a child has made me more resilient."
• You can even refer to the outline you created with ChatGPT, as the AI bot can reference up to 3000 words from the current conversation. [3] X Research source For example: "Write a 1000 word argumentative essay called 'The Impact of COVID-19 on the United States Economy' using the outline you provided. Argue that the government should take more action to support businesses affected by the pandemic."

• One way to do this is to paste a list of the sources you've used, including URLs, book titles, authors, pages, publishers, and other details, into ChatGPT along with the instruction "Create an MLA Works Cited page for these sources."
• You can also ask ChatGPT to provide a list of sources, and then build a Works Cited or References page that includes those sources. You can then replace sources you didn't use with the sources you did use.

Expert Q&A

• Because it's easy for teachers, hiring managers, and college admissions offices to spot AI-written essays, it's best to use your ChatGPT-written essay as a guide to write your own essay. Using the structure and ideas from ChatGPT, write an essay in the same format, but using your own words. Thanks Helpful 0 Not Helpful 0
• Always double-check the facts in your essay, and make sure facts are backed up with legitimate sources. Thanks Helpful 0 Not Helpful 0
• If you see an error that says ChatGPT is at capacity , wait a few moments and try again. Thanks Helpful 0 Not Helpful 0

• Using ChatGPT to write or assist with your essay may be against your instructor's rules. Make sure you understand the consequences of using ChatGPT to write or assist with your essay. Thanks Helpful 1 Not Helpful 0
• ChatGPT-written essays may include factual inaccuracies, outdated information, and inadequate detail. [4] X Research source Thanks Helpful 0 Not Helpful 0

You Might Also Like

Thanks for reading our article! If you’d like to learn more about completing school assignments, check out our in-depth interview with Bryce Warwick, JD .

• ↑ https://help.openai.com/en/articles/6783457-what-is-chatgpt
• ↑ https://platform.openai.com/examples/default-essay-outline
• ↑ https://help.openai.com/en/articles/6787051-does-chatgpt-remember-what-happened-earlier-in-the-conversation
• ↑ https://www.ipl.org/div/chatgpt/

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How to Use ChatGPT to Write Essays That Impress

Step 1: Use ChatGPT to Find and Refine Essay Topics

• Log into the service and type the following prompt into ChatGPT:

• As you can see, ChatGPT gave several good ideas for our essay. If you want to refine the idea further, you can ask the chatbot to cut out some parts of the idea and replace them. Or, you can ask for more context in certain parts. Example – “Expand more on topic number 5 and what it means.”

Step 2: Ask ChatGPT to Construct an Outline

• With the same chat open, type out “ Give me an essay outline for <selected topic>. Make sure to keep it structured as I’ll use it to write my essay .” In this case, I will use topic number 2 since it aligns with what I had in mind.

• As you can see above, we now have a structured outline for our essay. We can use this to write our essay or have ChatGPT do that job. Nonetheless, it’s a good starting point. As always, you can have the AI chatbot cut out parts of the outline or specifically add new ones depending on your requirement.

Step 3: Get ChatGPT to Cite Sources for Your Essay

Even though we have the idea and the outline, we will need to do our research for proof supporting our essay. Thankfully, ChatGPT can be of some help here. Since the chatbot is adept at moderate research, users can get a general idea of where to look for gathering information. Let’s begin doing that.

• Let’s begin asking ChatGPT for sources. With the same chat open, type in the following prompt:

• Now we have a list of 10 sources we can reference from. However, you can also see that ChatGPT mentions the year 2021 in some of them. Therefore, it’s best to use these websites but navigate to the latest pages pertaining to your essay for research. This applies to every topic, so always do it. Also, chatbots like ChatGPT have a habit of hallucinating and making up information, so do be careful.

Step 4: Have ChatGPT Write the Essay

• In the same chat, type the following prompt – “With the topic and outline available to you, generate a 700-word essay. Make sure to keep it structured and concise yet informational. Also, keep in mind my target audience is <Insert target audience> so cater to that accordingly.”
• In the middle of the essay, ChatGPT might stop and not answer. Simply type “ Continue ,” and it will finish the rest of the essay.

Step 5: Edit the Essay with ChatGPT

No matter if you have used ChatGPT to draft a complete essay or have written one yourself, you can use this step to make ChatGPT your co-editor and grammar checker. While your essay might need an initial look from a human, you can definitely use the bot to hash out the tone and add little details.

• Either open up the same chat or have your essay already in the clipboard. With that done, type out the following prompt:

Step 6: Export the Essay for Submission

However, for those who want to export the essay into a more aesthetic format, we have just the thing for you. There is no shortage of best ChatGPT Chrome extensions on the internet right now. We have one such selection linked in our list that can export selective chats onto beautiful image formats if you want to show off your essay. Check it out and let us know how you liked it.

Bonus: ChatGPT and AI Apps to Write Essays

1. writesonic.

Ryter is another helpful AI writing assistant that not only helps with essays but all types of articles. The service is powered by a language model that gives it intelligence. Rytr comes with 40+ different use cases and 20+ writing tones for all types of written material. For those who don’t want to stick to English, it even comes with support for 30+ languages.

Upanishad Sharma

Combining his love for Literature and Tech, Upanishad dived into the world of technology journalism with fire. Now he writes about anything and everything while keeping a keen eye on his first love of gaming. Often found chronically walking around the office.

Im student i want to become financially independent woman in life so I want esay essay write

I am housewife and I want easy essay I want to change my life my husband was job less and I want to work online part time job plz help I am enter pass

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• NEWS EXPLAINER
• 09 December 2022

AI bot ChatGPT writes smart essays — should professors worry?

• Chris Stokel-Walker

You can also search for this author in PubMed   Google Scholar

Between overwork, underpayment and the pressure to publish, academics have plenty to worry about. Now there’s a fresh concern: ChatGPT , an artificial intelligence (AI) powered chatbot that creates surprisingly intelligent-sounding text in response to user prompts, including homework assignments and exam-style questions. The replies are so lucid, well-researched and decently referenced that some academics are calling the bot the death knell for conventional forms of educational assessment. How worried should professors and lecturers be?

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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 to use ChatGPT for writing

AI can make you a better writer, if you know how to get the best from it

Summarizing other works

Worldbuilding, creating outlines, building characters, how to improve your chatgpt responses.

ChatGPT has taken the world by storm in a very short period of time, as users continue to test the boundaries of what the AI chatbot can accomplish. And so far, that's a lot. 

Some of it is negative, of course: for instance Samsung workers accidentally leaking top-secret data while using ChatGPT , or the AI chatbot being used for malware scams . Plagiarism is also rampant, with the use of ChatGPT for writing college essays a potential problem.

However, while ChatGPT can and has been used for wrongdoing, to the point where the Future of Life Institution released an open letter calling for the temporary halt of OpenAI system work , AI isn’t all bad. Far from it.

For a start, anyone who writes something may well have used AI to enhance their work already. The most common applications, of course, are the grammar and spelling correction tools found in everything from email applications to word processors. But there are a growing number of other examples of how AI can be used for writing. So, how do you bridge the gap between using AI as the tool it is, without crossing over into plagiarism city?

In fact, there are many ways ChatGPT can be used to enhance your skills, particularly when it comes to researching, developing, and organizing ideas and information for creative writing. By using AI as it was intended - as a tool, not a crutch - it can enrich your writing in ways that help to better your craft, without resorting to it doing everything for you. 

Below, we've listed some of our favorite ways to use ChatGPT and similar AI chatbots for writing. 

A key part of any writing task is the research, and thanks to the internet that chore has never been easier to accomplish. However, while finding the general sources you need is far less time-consuming than it once was, actually parsing all that information is still the same slog it’s always been. But this is where ChatGPT comes in. You can use the AI bot to do the manual labor for you and then reap the benefits of having tons of data to use for your work.

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The steps are slightly different, depending on whether you want an article or book summarized . 

For the article, there are two ways to have ChatGPT summarize it. The first requires you to type in the words ‘TLDR:’ and then paste the article’s URL next to it. The second method is a bit more tedious, but increases the accuracy of your summary. For that, you’ll need to copy and paste the article itself into the prompt . 

Summarizing a book is much easier, as long as it was published before 2021. Simply type into the prompt ‘summarize [book title]’ and it should do the rest for you.

This should go without saying, but for any articles or books, make sure you read the source material first before using any information presented to you. While ChatGPT is an incredibly useful tool that can create resources meant for future reference, it’s not a perfect one and is subject to accidentally inserting misinformation into anything it gives you.

One of the most extensive and important tasks when crafting your creative work is to properly flesh out the world your characters occupy. Even for works set in a regular modern setting, it can take plenty of effort to research the various cultures, landmarks, languages, and neighborhoods your characters live in and encounter. 

Now, imagine stories that require their own unique setting, and how much more work that entails in terms of creating those same details from scratch. While it’s vital that the main ideas come from you, using ChatGPT can be a great way to streamline the process, especially with more tedious details.

For instance, if you need certain fictional words without wanting to create an entirely fictional language, you can prompt ChatGPT with the following : “Create a language including an alphabet, phonetics, grammar, and the most common 100 words. Base it on [insert real-life languages here]” and it will give you some good starting points. However, it’s imperative that you take these words and look them up, to ensure you aren’t appropriating sensitive terms or using offensive real-life words.

Another example is useful for those who write scenarios for games, especially tabletop games such as Dungeons & Dragons or Call of Cthulhu . Dungeon Masters (who run the games) may often need to create documents or other fake materials for their world, but doing so takes a lot of time and effort. Now, they can prompt ChatGPT to quickly create filler text that sounds interesting or authentic but is inherently useless; it's essentially like ' Lorem Ipsum ' text, but more immersive.

When writing a story, many people will use an outline to ensure they stay on track and that the narrative flows well. But actually sitting down and organizing everything in your head in order to create a cohesive reference is a lot more daunting than it seems. It’s one of those steps that can be crucial to a well-structured work of fiction, but it can also become a hurdle. This is another area where ChatGPT can come in handy.

The key to writing an effective outline is remembering that you don’t need to have all the answers first. It’s there to structure your content, by helping you hit critical points and not miss important details in the process. While there are AI generators with a more specific focus on this topic, ChatGPT will do a good job at taking a general prompt and returning points for you to keep in mind while you research and write around that topic.

For instance, I prompted ChatGPT with “I want to write a story about a black woman in 16th century England” and it gave me a well-thought-out series of steps to help me create a story that would reflect my topic. An outline such as this would be particularly useful for those needing a resource they can quickly turn to for inspiration when writing. After that, you can begin to develop more complex ideas and have the AI organize those specifics into much easier-to-follow steps.

What makes any great story are the characters that inhabit it. Writing strong, fleshed-out characters is the cornerstone of any creative work and, naturally, the process of creating such a character can be difficult. Their background, manner of speech, goals, dreams, look, and more must be carefully considered and planned out. And this is another aspect of writing that ChatGPT can aid with, if you know how to go about it.

A basic way to use ChatGPT in this regard is to have it generate possible characters that could populate whatever setting you’re writing for. For example, I prompted it with “Provide some ideas for characters set in 1920s Harlem” and it gave me a full list of people with varied and distinctive backstories to use as a jumping-off point. Each character is described with a single sentence, enough to help start the process of creating them, but still leaving the crux of developing them up to me.

One of the most interesting features of ChatGPT is that you can flat-out roleplay with a character, whether they're a historical figure or one that you created but need help fleshing out. Take that same character you just created and have a conversation with them by asking them questions on their history, family life, profession, etc. Based on my previous results, I prompted with “Pretend to be a jazz musician from 1920s Harlem. Let's have a conversation.” I then asked questions from there, basing them on prior answers. Of course, from there you need to parse through these responses to filter out unnecessary or inaccurate details, while fleshing out what works for your story, but it does provide you with a useful stepping stone.

If you’re having issues getting the results you want, the problem could be with how you’re phrasing those questions or prompts in the first place. We've got a full guide to how to improve your ChatGPT prompts and responses , but here are a few of the best options:

• Specify the direction you want the AI to go, by adding in relevant details 
• Prompt from a specific role to guide the responses in the proper direction
• Make sure your prompts are free of typos and grammatical errors
• Keep your tone conversational, as that’s how ChatGPT was built
• Learn from yours and its mistakes to make it a better tool
• Break up your conversations into 500 words or less, as that’s when the AI begins to break down and go off topic
• If you need something clarified, ask the AI based on its last response
• Ask it to cite sources and then check those sources
• Sometimes it’s best to start fresh with a brand new conversation

Of course, many of the above suggestions apply not just to ChatGPT but also to the other chatbots springing up in its wake. Check out our list of the best ChatGPT alternatives and see which one works best for you.

Named by the CTA as a CES 2023 Media Trailblazer, Allisa is a Computing Staff Writer who covers breaking news and rumors in the computing industry, as well as reviews, hands-on previews, featured articles, and the latest deals and trends. In her spare time you can find her chatting it up on her two podcasts, Megaten Marathon and Combo Chain, as well as playing any JRPGs she can get her hands on.

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5 Ways ChatGPT Can Improve, Not Replace, Your Writing

It's been quite a year for ChatGPT, with the large language model (LLM) now taking exams, churning out content , searching the web, writing code, and more. The AI chatbot can produce its own stories , though whether they're any good is another matter.

If you're in any way involved in the business of writing, then tools like ChatGPT have the potential to complete up-end the way you work—but at this stage, it's not inevitable that journalists, authors, and copywriters will be replaced by generative AI bots.

What we can say with certainty is that ChatGPT is a reliable writing assistant, provided you use it in the right way. If you have to put words in order as part of your job, here's how ChatGPT might be able to take your writing to the next level—at least until it replaces you, anyway.

Using a thesaurus as a writer isn't particularly frowned on; using ChatGPT to come up with the right word or phrase shouldn’t be either. You can use the bot to look for variations on a particular word, or get even more specific and say you want alternatives that are less or more formal, longer or shorter, and so on.

Where ChatGPT really comes in handy is when you're reaching for a word and you're not even sure it exists: Ask about "a word that means a sense of melancholy but in particular one that comes and goes and doesn't seem to have a single cause" and you'll get back "ennui" as a suggestion (or at least we did).

If you have characters talking, you might even ask about words or phrases that would typically be said by someone from a particular region, of a particular age, or with particular character traits. This being ChatGPT, you can always ask for more suggestions.

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ChatGPT is never short of ideas.

Whatever you might think about the quality and character of ChatGPT's prose, it's hard to deny that it's quite good at coming up with ideas . If your powers of imagination have hit a wall then you can turn to ChatGPT for some inspiration about plot points, character motivations, the settings of scenes, and so on.

This can be anything from the broad to the detailed. Maybe you need ideas about what to write a novel or an article about—where it's set, what the context is, and what the theme is. If you're a short story writer, perhaps you could challenge yourself to write five tales inspired by ideas from ChatGPT.

Alternatively, you might need inspiration for something very precise, whether that's what happens next in a scene or how to summarize an essay. At whatever point in the process you get writer's block, then ChatGPT might be one way of working through it.

Writing is often about a lot more than putting words down in order. You'll regularly have to look up facts, figures, trends, history, and more to make sure that everything is accurate (unless your next literary work is entirely inside a fantasy world that you're imagining yourself).

ChatGPT can sometimes have the edge over conventional search engines when it comes to knowing what food people might have eaten in a certain year in a certain part of the world, or what the procedure is for a particular type of crime. Whereas Google might give you SEO-packed spam sites with conflicting answers, ChatGPT will actually return something coherent.

That said, we know that LLMs have a tendency to “hallucinate” and present inaccurate information—so you should always double-check what ChatGPT tells you with a second source to make sure you're not getting something wildly wrong.

Getting fictional character and place names right can be a challenge, especially when they're important to the plot. A name has to have the right vibe and the right connotations, and if you get it wrong it really sticks out on the page.

ChatGPT can come up with an unlimited number of names for people and places in your next work of fiction, and it can be a lot of fun playing around with this too. The more detail you give about a person or a place, the better—maybe you want a name that really reflects a character trait for example, or a geographical feature.

The elements of human creation and curation aren't really replaced, because you're still weighing up which names work and which don't, and picking the right one—but getting ChatGPT on the job can save you a lot of brainstorming time.

Get your names right with ChatGPT.

With a bit of cutting and pasting, you can quickly get ChatGPT to review your writing as well: It'll attempt to tell you if there's anything that doesn't make sense, if your sentences are too long, or if your prose is too lengthy.

From spotting spelling and grammar mistakes to recognizing a tone that's too formal, ChatGPT has plenty to offer as an editor and critic. Just remember that this is an LLM, after all, and it doesn't actually “know” anything—try to keep a reasonable balance between accepting ChatGPT's suggestions and giving it too much control.

If you're sharing your work with ChatGPT, you can also ask it for better ways to phrase something, or suggestions on how to change the tone—though this gets into the area of having the bot actually do your writing for you, which all genuine writers would want to avoid.

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The ChatGPT chatbot is blowing people away with its writing skills. An expert explains why it’s so impressive

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We’ve all had some kind of interaction with a chatbot. It’s usually a little pop-up in the corner of a website, offering customer support – often clunky to navigate – and almost always frustratingly non-specific.

But imagine a chatbot, enhanced by artificial intelligence (AI), that can not only expertly answer your questions, but also write stories, give life advice, even compose poems and code computer programs.

It seems ChatGPT, a chatbot released last week by OpenAI, is delivering on these outcomes. It has generated much excitement, and some have gone as far as to suggest it could signal a future in which AI has dominion over human content producers .

What has ChatGPT done to herald such claims? And how might it (and its future iterations) become indispensable in our daily lives?

What can ChatGPT do?

ChatGPT builds on OpenAI’s previous text generator, GPT-3. OpenAI builds its text-generating models by using machine-learning algorithms to process vast amounts of text data, including books, news articles, Wikipedia pages and millions of websites.

By ingesting such large volumes of data, the models learn the complex patterns and structure of language and acquire the ability to interpret the desired outcome of a user’s request.

ChatGPT can build a sophisticated and abstract representation of the knowledge in the training data, which it draws on to produce outputs. This is why it writes relevant content, and doesn’t just spout grammatically correct nonsense.

While GPT-3 was designed to continue a text prompt, ChatGPT is optimised to conversationally engage, answer questions and be helpful. Here’s an example:

ChatGPT immediately grabbed my attention by correctly answering exam questions I’ve asked my undergraduate and postgraduate students, including questions requiring coding skills. Other academics have had similar results.

In general, it can provide genuinely informative and helpful explanations on a broad range of topics.

ChatGPT is also potentially useful as a writing assistant. It does a decent job drafting text and coming up with seemingly “original” ideas.

The power of feedback

Why does ChatGPT seem so much more capable than some of its past counterparts? A lot of this probably comes down to how it was trained.

During its development ChatGPT was shown conversations between human AI trainers to demonstrate desired behaviour. Although there’s a similar model trained in this way, called InstructGPT, ChatGPT is the first popular model to use this method.

And it seems to have given it a huge leg-up. Incorporating human feedback has helped steer ChatGPT in the direction of producing more helpful responses and rejecting inappropriate requests.

Refusing to entertain inappropriate inputs is a particularly big step towards improving the safety of AI text generators, which can otherwise produce harmful content, including bias and stereotypes, as well as fake news, spam, propaganda and false reviews.

Past text-generating models have been criticised for regurgitating gender, racial and cultural biases contained in training data. In some cases, ChatGPT successfully avoids reinforcing such stereotypes.

Nevertheless, users have already found ways to evade its existing safeguards and produce biased responses.

The fact that the system often accepts requests to write fake content is further proof that it needs refinement.

Overcoming limitations

ChatGPT is arguably one of the most promising AI text generators, but it’s not free from errors and limitations. For instance, programming advice platform Stack Overflow temporarily banned answers by the chatbot for a lack of accuracy.

One practical problem is that ChatGPT’s knowledge is static; it doesn’t access new information in real time.

However, its interface does allow users to give feedback on the model’s performance by indicating ideal answers, and reporting harmful, false or unhelpful responses.

OpenAI intends to address existing problems by incorporating this feedback into the system. The more feedback users provide, the more likely ChatGPT will be to decline requests leading to an undesirable output.

One possible improvement could come from adding a “confidence indicator” feature based on user feedback. This tool, which could be built on top of ChatGPT, would indicate the model’s confidence in the information it provides – leaving it to the user to decide whether they use it or not. Some question-answering systems already do this.

Read more: What's the secret to making sure AI doesn't steal your job? Work with it, not against it

A new tool, but not a human replacement

Despite its limitations, ChatGPT works surprisingly well for a prototype.

From a research point of view, it marks an advancement in the development and deployment of human-aligned AI systems. On the practical side, it’s already effective enough to have some everyday applications.

It could, for instance, be used as an alternative to Google. While a Google search requires you to sift through a number of websites and dig deeper yet to find the desired information, ChatGPT directly answers your question – and often does this well .

Also, with feedback from users and a more powerful GPT-4 model coming up, ChatGPT may significantly improve in the future. As ChatGPT and other similar chatbots become more popular, they’ll likely have applications in areas such as education and customer service.

However, while ChatGPT may end up performing some tasks traditionally done by people, there’s no sign it will replace professional writers any time soon.

While they may impress us with their abilities and even their apparent creativity, AI systems remain a reflection of their training data – and do not have the same capacity for originality and critical thinking as humans do.

Read more: Rather than threaten jobs, artificial intelligence should collaborate with human writers

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New bot ChatGPT will force colleges to get creative to prevent cheating, experts say

After its viral launch last week, the chatbot 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 regarding its potential usage in academic settings. Could the chatbot, which provides coherent, quirky and conversational responses to simple language inquiries, inspire more students to cheat?

Students have been able to cheat on assignments using the internet for decades, giving rise to tools meant to check if their work was original. But the fear now is that ChatGPT could render those resources obsolete.

Already, some people online have tested out whether it's possible to have the bot complete an assignment. "holyyyy, solved my computer networks assignment using chatGPT," one person, who later clarified the assignment was old, tweeted . Others suggested that its existence could result in the death of the college essay. One technologist went as far as saying that with ChatGPT, "College as we know it will cease to exist."

Artificial intelligence company OpenAI, which developed ChatGPT , did not immediately respond to a request for comment regarding cheating concerns.

However, several experts who teach in the field of AI and humanities said the chatbot, while impressive, is not something they’re ready to sound the alarm about when it comes to possible widespread student cheating.

"We’re not there, but we’re also not that far away," said Andrew Piper, a professor of language, literatures and culture and a professor of AI and storytelling at McGill University. "We’re definitely not at the stage of like, out-of-the-box, it’ll write a bunch of student essays and no one will be able to tell the difference."

Piper and other experts who spoke with NBC News likened the fear around cheating and ChatGPT to concerns that arose when the calculator was invented, when people thought it would be the death of humans learning math.

Lauren Klein, an associate professor in the Departments of English and Quantitative Theory and Methods at Emory University, even compared the panic to the philosopher Plato’s fears that writing would dissolve human memory.

“There’s always been this concern that technologies will do away with what people do best, and the reality is that people have had to learn how to use these technologies to enhance what they do best,” Klein said.

There’s always been this concern that technologies will do away with what people do best, and the reality is that people have had to learn how to use these technologies to enhance what they do best.

— Lauren Klein, an associate professor at Emory University

Academic institutions will need to get creative and find ways to integrate new technologies like ChatGPT into their curriculum just like they did during the rise of the calculator, Piper noted.

In reality, AI tools like ChatGPT could actually be used to enhance education, according to Paul Fyfe, an associate professor of English at North Carolina State University.

He said there’s plenty of room for collaboration between AI and educators.

“It’s important to be talking about this right now and to bring students into the conversation," Fyfe said. "Rather than try to legislate from the get-go that this is strange and scary, therefore we need to shut it down."

And some teachers are already embracing AI programs in the classroom.

Piper, who runs .txtlab, a research laboratory for artificial intelligence and storytelling, said he’s had students analyze AI writing and found they can often tell which papers were written by a machine and which were written by a human.

As for educators who are concerned about the rise of AI, Fyfe and Piper said the technology is already used in many facets of education.

Computer-assisted writing tools, such as Grammarly or Google Doc’s Smart Compose, already exist — and have long been utilized by many students. Platforms like Grammarly and Chegg also offer plagiarism checker tools, so both students and teachers can assess if an essay has been, in part or in total, lifted from somewhere else. A spokesperson for Grammarly did not return a request for comment. A spokesperson for Chegg declined to comment.

Those who spoke with NBC News said they're not aware of any technology that detects if an AI wrote an essay, but they predict that someone will soon capitalize on building that technology.

As of right now, Piper said the best defense against AI essays is teachers getting to know their students and how they write in order to catch a discrepancy in the work they're turning in.

When an AI does reach the level of meeting all the requirements of academic assignments and if students use that technology to coast through college, Piper warned that could be a major detriment to students' education.

For now, he suggested an older technology to combat fears of students using ChatGPT to cheat.

"It will reinvigorate the love of pen and paper," he said.

Kalhan Rosenblatt is a reporter covering youth and internet culture for NBC News, based in New York.

The College Essay Is Dead

Nobody is prepared for how AI will transform academia.

Suppose you are a professor of pedagogy, and you assign an essay on learning styles. A student hands in an essay with the following opening paragraph:

The construct of “learning styles” is problematic because it fails to account for the processes through which learning styles are shaped. Some students might develop a particular learning style because they have had particular experiences. Others might develop a particular learning style by trying to accommodate to a learning environment that was not well suited to their learning needs. Ultimately, we need to understand the interactions among learning styles and environmental and personal factors, and how these shape how we learn and the kinds of learning we experience.

Pass or fail? A- or B+? And how would your grade change if you knew a human student hadn’t written it at all? Because Mike Sharples, a professor in the U.K., used GPT-3, a large language model from OpenAI that automatically generates text from a prompt, to write it. (The whole essay, which Sharples considered graduate-level, is available, complete with references, here .) Personally, I lean toward a B+. The passage reads like filler, but so do most student essays.

Sharples’s intent was to urge educators to “rethink teaching and assessment” in light of the technology, which he said “could become a gift for student cheats, or a powerful teaching assistant, or a tool for creativity.” Essay generation is neither theoretical nor futuristic at this point. In May, a student in New Zealand confessed to using AI to write their papers, justifying it as a tool like Grammarly or spell-check: ​​“I have the knowledge, I have the lived experience, I’m a good student, I go to all the tutorials and I go to all the lectures and I read everything we have to read but I kind of felt I was being penalised because I don’t write eloquently and I didn’t feel that was right,” they told a student paper in Christchurch. They don’t feel like they’re cheating, because the student guidelines at their university state only that you’re not allowed to get somebody else to do your work for you. GPT-3 isn’t “somebody else”—it’s a program.

The world of generative AI is progressing furiously. Last week, OpenAI released an advanced chatbot named ChatGPT that has spawned a new wave of marveling and hand-wringing , plus an upgrade to GPT-3 that allows for complex rhyming poetry; Google previewed new applications last month that will allow people to describe concepts in text and see them rendered as images; and the creative-AI firm Jasper received a $1.5 billion valuation in October. It still takes a little initiative for a kid to find a text generator, but not for long.

The essay, in particular the undergraduate essay, has been the center of humanistic pedagogy for generations. It is the way we teach children how to research, think, and write. That entire tradition is about to be disrupted from the ground up. Kevin Bryan, an associate professor at the University of Toronto, tweeted in astonishment about OpenAI’s new chatbot last week: “You can no longer give take-home exams/homework … Even on specific questions that involve combining knowledge across domains, the OpenAI chat is frankly better than the average MBA at this point. It is frankly amazing.” Neither the engineers building the linguistic tech nor the educators who will encounter the resulting language are prepared for the fallout.

A chasm has existed between humanists and technologists for a long time. In the 1950s, C. P. Snow gave his famous lecture, later the essay “The Two Cultures,” describing the humanistic and scientific communities as tribes losing contact with each other. “Literary intellectuals at one pole—at the other scientists,” Snow wrote. “Between the two a gulf of mutual incomprehension—sometimes (particularly among the young) hostility and dislike, but most of all lack of understanding. They have a curious distorted image of each other.” Snow’s argument was a plea for a kind of intellectual cosmopolitanism: Literary people were missing the essential insights of the laws of thermodynamics, and scientific people were ignoring the glories of Shakespeare and Dickens.

The rupture that Snow identified has only deepened. In the modern tech world, the value of a humanistic education shows up in evidence of its absence. Sam Bankman-Fried, the disgraced founder of the crypto exchange FTX who recently lost his $16 billion fortune in a few days , is a famously proud illiterate. “I would never read a book,” he once told an interviewer . “I don’t want to say no book is ever worth reading, but I actually do believe something pretty close to that.” Elon Musk and Twitter are another excellent case in point. It’s painful and extraordinary to watch the ham-fisted way a brilliant engineering mind like Musk deals with even relatively simple literary concepts such as parody and satire. He obviously has never thought about them before. He probably didn’t imagine there was much to think about.

The extraordinary ignorance on questions of society and history displayed by the men and women reshaping society and history has been the defining feature of the social-media era. Apparently, Mark Zuckerberg has read a great deal about Caesar Augustus , but I wish he’d read about the regulation of the pamphlet press in 17th-century Europe. It might have spared America the annihilation of social trust .

These failures don’t derive from mean-spiritedness or even greed, but from a willful obliviousness. The engineers do not recognize that humanistic questions—like, say, hermeneutics or the historical contingency of freedom of speech or the genealogy of morality—are real questions with real consequences. Everybody is entitled to their opinion about politics and culture, it’s true, but an opinion is different from a grounded understanding. The most direct path to catastrophe is to treat complex problems as if they’re obvious to everyone. You can lose billions of dollars pretty quickly that way.

As the technologists have ignored humanistic questions to their peril, the humanists have greeted the technological revolutions of the past 50 years by committing soft suicide. As of 2017, the number of English majors had nearly halved since the 1990s. History enrollments have declined by 45 percent since 2007 alone. Needless to say, humanists’ understanding of technology is partial at best. The state of digital humanities is always several categories of obsolescence behind, which is inevitable. (Nobody expects them to teach via Instagram Stories.) But more crucially, the humanities have not fundamentally changed their approach in decades, despite technology altering the entire world around them. They are still exploding meta-narratives like it’s 1979, an exercise in self-defeat.

Read: The humanities are in crisis

Contemporary academia engages, more or less permanently, in self-critique on any and every front it can imagine. In a tech-centered world, language matters, voice and style matter, the study of eloquence matters, history matters, ethical systems matter. But the situation requires humanists to explain why they matter, not constantly undermine their own intellectual foundations. The humanities promise students a journey to an irrelevant, self-consuming future; then they wonder why their enrollments are collapsing. Is it any surprise that nearly half of humanities graduates regret their choice of major ?

The case for the value of humanities in a technologically determined world has been made before. Steve Jobs always credited a significant part of Apple’s success to his time as a dropout hanger-on at Reed College, where he fooled around with Shakespeare and modern dance, along with the famous calligraphy class that provided the aesthetic basis for the Mac’s design. “A lot of people in our industry haven’t had very diverse experiences. So they don’t have enough dots to connect, and they end up with very linear solutions without a broad perspective on the problem,” Jobs said . “The broader one’s understanding of the human experience, the better design we will have.” Apple is a humanistic tech company. It’s also the largest company in the world.

Despite the clear value of a humanistic education, its decline continues. Over the past 10 years, STEM has triumphed, and the humanities have collapsed . The number of students enrolled in computer science is now nearly the same as the number of students enrolled in all of the humanities combined.

And now there’s GPT-3. Natural-language processing presents the academic humanities with a whole series of unprecedented problems. Practical matters are at stake: Humanities departments judge their undergraduate students on the basis of their essays. They give Ph.D.s on the basis of a dissertation’s composition. What happens when both processes can be significantly automated? Going by my experience as a former Shakespeare professor, I figure it will take 10 years for academia to face this new reality: two years for the students to figure out the tech, three more years for the professors to recognize that students are using the tech, and then five years for university administrators to decide what, if anything, to do about it. Teachers are already some of the most overworked, underpaid people in the world. They are already dealing with a humanities in crisis. And now this. I feel for them.

And yet, despite the drastic divide of the moment, natural-language processing is going to force engineers and humanists together. They are going to need each other despite everything. Computer scientists will require basic, systematic education in general humanism: The philosophy of language, sociology, history, and ethics are not amusing questions of theoretical speculation anymore. They will be essential in determining the ethical and creative use of chatbots, to take only an obvious example.

The humanists will need to understand natural-language processing because it’s the future of language, but also because there is more than just the possibility of disruption here. Natural-language processing can throw light on a huge number of scholarly problems. It is going to clarify matters of attribution and literary dating that no system ever devised will approach; the parameters in large language models are much more sophisticated than the current systems used to determine which plays Shakespeare wrote, for example . It may even allow for certain types of restorations, filling the gaps in damaged texts by means of text-prediction models. It will reformulate questions of literary style and philology; if you can teach a machine to write like Samuel Taylor Coleridge, that machine must be able to inform you, in some way, about how Samuel Taylor Coleridge wrote.

The connection between humanism and technology will require people and institutions with a breadth of vision and a commitment to interests that transcend their field. Before that space for collaboration can exist, both sides will have to take the most difficult leaps for highly educated people: Understand that they need the other side, and admit their basic ignorance. But that’s always been the beginning of wisdom, no matter what technological era we happen to inhabit.

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AI-Powered Chatbots as Personalized Academic Writing Assistants for Non-Native English Speakers

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The presence of artificial intelligence (AI) has profoundly influenced the lifestyles and daily interactions of human beings. It has facilitated the development of sophisticated applications and devices capable of performing various tasks. A typical example of such a development is the AI-powered chatbot which uses the so-called Natural Language Processing (NLP) model to communicate with humans as well as other chatbots, often termed “bot-to-bot” communication (Adamopoulou and Moussiades 2020 ). By definition, a chatbot is a computer program developed to converse with a human user, especially over the Internet, to offer various types of assistance within a digital platform.

The concept of AI chatbots can be traced back to the 1950s when Alan Turing (1912–1954), an eminent British mathematician, logician, and computer scientist, advocated for the discussion of the question “Can machines think?” in his paper entitled “Computing Machinery and Intelligence” published by the...

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Adamopoulou, E., & Moussiades, L. (2020). An overview of chatbot technology. In I. Maglogiannis, L. Iliadis, & E. Pimenidis (Eds.), Artificial intelligence applications and innovations (pp. 373–383). Springer. https://doi.org/10.1007/978-3-030-49186-4_31 .

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Sol, K., Heng, K. (2024). AI-Powered Chatbots as Personalized Academic Writing Assistants for Non-Native English Speakers. In: Peters, M.A., Heraud, R. (eds) Encyclopedia of Educational Innovation. Springer, Singapore. https://doi.org/10.1007/978-981-13-2262-4_313-1

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What is ChatGPT? Here's everything you need to know about ChatGPT, the chatbot everyone's still talking about

• ChatGPT is getting a futuristic human update. 
• ChatGPT has drawn users at a feverish pace and spurred Big Tech to release other AI chatbots.
• Here's how ChatGPT works — and what's coming next.

OpenAI's blockbuster chatbot ChatGPT is getting a new update. 

On Monday, OpenAI unveiled GPT-4o for ChatGPT, a new version of the bot that can hold conversations with users in a very human tone. The new version of the chatbot will also have vision abilities.

The futuristic reveal quickly prompted jokes about parallels to the movie "Her," with some calling the chatbot's new voice " cringe ."

The move is a big step for the future of AI-powered virtual assistants, which tech companies have been racing to develop.

Since its release in 2022, hundreds of millions of people have experimented with the tool, which is already changing how the internet looks and feels to users.

Users have flocked to ChatGPT to improve their personal lives and boost productivity . Some workers have used the AI chatbot to develop code , write real estate listings , and create lesson plans, while others have made teaching the best ways to use ChatGPT a career all to itself.

ChatGPT offers dozens of plug-ins to those who subscribe to ChatGPT Plus subscription. An Expedia one can help you book a trip, while an OpenTable one will get nab you a dinner reservation. And last month, OpenAI launched Code Interpreter, a version of ChatGPT that can code and analyze data .

While the personal tone of conversations with an AI bot like ChatGPT can evoke the experience of chatting with a human, the technology, which runs on " large language model tools, " doesn't speak with sentience and doesn't "think" the way people do. 

That means that even though ChatGPT can explain quantum physics or write a poem on command, a full AI takeover isn't exactly imminent , according to experts.

"There's a saying that an infinite number of monkeys will eventually give you Shakespeare," said Matthew Sag, a law professor at Emory University who studies copyright implications for training and using large language models like ChatGPT.

"There's a large number of monkeys here, giving you things that are impressive — but there is intrinsically a difference between the way that humans produce language, and the way that large language models do it," he said. 

Chatbots like ChatGPT are powered by large amounts of data and computing techniques to make predictions to string words together in a meaningful way. They not only tap into a vast amount of vocabulary and information, but also understand words in context. This helps them mimic speech patterns while dispatching an encyclopedic knowledge. 

Other tech companies like Google and Meta have developed their own large language model tools, which use programs that take in human prompts and devise sophisticated responses.

Despite the AI's impressive capabilities, some have called out OpenAI's chatbot for spewing misinformation , stealing personal data for training purposes , and even encouraging students to cheat and plagiarize on their assignments. 

Some recent efforts to use chatbots for real-world services have proved troubling. In 2023, the mental health company Koko came under fire after its founder wrote about how the company used GPT-3 in an experiment to reply to users. 

Koko cofounder Rob Morris hastened to clarify on Twitter that users weren't speaking directly to a chatbot, but that AI was used to "help craft" responses. 

Read Insider's coverage on ChatGPT and some of the strange new ways that both people and companies are using chat bots: 

The tech world's reception to ChatGPT:

Microsoft is chill with employees using ChatGPT — just don't share 'sensitive data' with it.

Microsoft's investment into ChatGPT's creator may be the smartest $1 billion ever spent

ChatGPT and generative AI look like tech's next boom. They could be the next bubble.

The ChatGPT and generative-AI 'gold rush' has founders flocking to San Francisco's 'Cerebral Valley'

Insider's experiments: 

I asked ChatGPT to do my work and write an Insider article for me. It quickly generated an alarmingly convincing article filled with misinformation.

I asked ChatGPT and a human matchmaker to redo my Hinge and Bumble profiles. They helped show me what works.

I asked ChatGPT to reply to my Hinge matches. No one responded.

I used ChatGPT to write a resignation letter. A lawyer said it made one crucial error that could have invalidated the whole thing .

Read ChatGPT's 'insulting' and 'garbage' 'Succession' finale script

An Iowa school district asked ChatGPT if a list of books contains sex scenes, and banned them if it said yes. We put the system to the test and found a bunch of problems.

Developments in detecting ChatGPT: 

Teachers rejoice! ChatGPT creators have released a tool to help detect AI-generated writing

A Princeton student built an app which can detect if ChatGPT wrote an essay to combat AI-based plagiarism

Professors want to 'ChatGPT-proof' assignments, and are returning to paper exams and requesting editing history to curb AI cheating

ChatGPT in society: 

BuzzFeed writers react with a mix of disappointment and excitement at news that AI-generated content is coming to the website

ChatGPT is testing a paid version — here's what that means for free users

A top UK private school is changing its approach to homework amid the rise of ChatGPT, as educators around the world adapt to AI

Princeton computer science professor says don't panic over 'bullshit generator' ChatGPT

DoNotPay's CEO says threat of 'jail for 6 months' means plan to debut AI 'robot lawyer' in courtroom is on ice

It might be possible to fight a traffic ticket with an AI 'robot lawyer' secretly feeding you lines to your AirPods, but it could go off the rails

Online mental health company uses ChatGPT to help respond to users in experiment — raising ethical concerns around healthcare and AI technology

What public figures think about ChatGPT and other AI tools:

What Elon Musk, Bill Gates, and 12 other business leaders think about AI tools like ChatGPT

Elon Musk was reportedly 'furious' at ChatGPT's popularity after he left the company behind it, OpenAI, years ago

CEO of ChatGPT maker responds to schools' plagiarism concerns: 'We adapted to calculators and changed what we tested in math class'

A theoretical physicist says AI is just a 'glorified tape recorder' and people's fears about it are overblown

'The most stunning demo I've ever seen in my life': ChatGPT impressed Bill Gates

Ashton Kutcher says your company will probably be 'out of business' if you're 'sleeping' on AI

ChatGPT's impact on jobs: 

AI systems like ChatGPT could impact 300 million full-time jobs worldwide, with administrative and legal roles some of the most at risk, Goldman Sachs report says

Jobs are now requiring experience with ChatGPT — and they'll pay as much as $800,000 a year for the skill

Related stories

ChatGPT may be coming for our jobs. Here are the 10 roles that AI is most likely to replace.

AI is going to eliminate way more jobs than anyone realizes

It's not AI that is going to take your job, but someone who knows how to use AI might, economist says

4 careers where workers will have to change jobs by 2030 due to AI and shifts in how we shop, a McKinsey study says

Companies like Amazon, Netflix, and Meta are paying salaries as high as $900,000 to attract generative AI talent

How AI tools like ChatGPT are changing the workforce:

10 ways artificial intelligence is changing the workplace, from writing performance reviews to making the 4-day workweek possible

Managers who use AI will replace managers who don't, says an IBM exec

How ChatGPT is shaping industries: 

ChatGPT is coming for classrooms, hospitals, marketing departments, and everything else as the next great startup boom emerges

Marketing teams are using AI to generate content, boost SEO, and develop branding to help save time and money, study finds

AI is coming for Hollywood. 'It's amazing to see the sophistication of the images,' one of Christopher Nolan's VFX guy says.

AI is going to offer every student a personalized tutor, founder of Khan Academy says

A law firm was fined $5,000 after one of its lawyers used ChatGPT to write a court brief riddled with fake case references

How workers are using ChatGPT to boost productivity:  

CheatGPT: The hidden wave of employees using AI on the sly

I used ChatGPT to talk to my boss for a week and she didn't notice. Here are the other ways I use it daily to get work done.

I'm a high school math and science teacher who uses ChatGPT, and it's made my job much easier

Amazon employees are already using ChatGPT for software coding. They also found the AI chatbot can answer tricky AWS customer questions and write cloud training materials.

How 6 workers are using ChatGPT to make their jobs easier

I'm a freelance editor who's embraced working with AI content. Here's how I do it and what I charge.

How people are using ChatGPT to make money:

How ChatGPT and other AI tools are helping workers make more money

Here are 5 ways ChatGPT helps me make money and complete time-consuming tasks for my business

ChatGPT course instruction is the newest side hustle on the market. Meet the teachers making thousands from the lucrative gig.

People are using ChatGPT and other AI bots to work side hustles and earn thousands of dollars — check out these 8 freelancing gigs

A guy tried using ChatGPT to turn $100 into a business making 'as much money as possible.' Here are the first 4 steps the AI chatbot gave him

We used ChatGPT to build a 7-figure newsletter. Here's how it makes our jobs easier.

I use ChatGPT and it's like having a 24/7 personal assistant for $20 a month. Here are 5 ways it's helping me make more money.

A worker who uses AI for a $670 monthly side hustle says ChatGPT has 'cut her research time in half'

How companies are navigating ChatGPT: 

From Salesforce to Air India, here are the companies that are using ChatGPT

Amazon, Apple, and 12 other major companies that have restricted employees from using ChatGPT

A consultant used ChatGPT to free up time so she could focus on pitching clients. She landed $128,000 worth of new contracts in just 3 months.

Luminary, an AI-generated pop-up restaurant, just opened in Australia. Here's what's on the menu, from bioluminescent calamari to chocolate mousse.

A CEO is spending more than $2,000 a month on ChatGPT Plus accounts for all of his employees, and he says it's saving 'hours' of time

How people are using ChatGPT in their personal lives:

ChatGPT planned a family vacation to Costa Rica. A travel adviser found 3 glaring reasons why AI won't replace experts anytime soon.

A man who hated cardio asked ChatGPT to get him into running. Now, he's hooked — and he's lost 26 pounds.

A computer engineering student is using ChatGPT to overcome learning challenges linked to her dyslexia

How a coder used ChatGPT to find an apartment in Berlin in 2 weeks after struggling for months

Food blogger Nisha Vora tried ChatGPT to create a curry recipe. She says it's clear the instructions lacked a human touch — here's how.

Men are using AI to land more dates with better profiles and personalized messages, study finds

Lawsuits against OpenAI:

OpenAI could face a plagiarism lawsuit from The New York Times as tense negotiations threaten to boil over, report says

This is why comedian Sarah Silverman is suing OpenAI, the company behind ChatGPT

2 authors say OpenAI 'ingested' their books to train ChatGPT. Now they're suing, and a 'wave' of similar court cases may follow.

A lawsuit claims OpenAI stole 'massive amounts of personal data,' including medical records and information about children, to train ChatGPT

A radio host is suing OpenAI for defamation, alleging that ChatGPT created a false legal document that accused him of 'defrauding and embezzling funds'

Tips on how to write better ChatGPT prompts:

7 ways to use ChatGPT at work to boost your productivity, make your job easier, and save a ton of time

I'm an AI prompt engineer. Here are 3 ways I use ChatGPT to get the best results.

12 ways to get better at using ChatGPT: Comprehensive prompt guide

Here's 9 ways to turn ChatGPT Plus into your personal data analyst with the new Code Interpreter plug-in

OpenAI's ChatGPT can write impressive code. Here are the prompts you should use for the best results, experts say.

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

Watch: What is ChatGPT, and should we be afraid of AI chatbots?

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Did a Fourth Grader Write This? Or the New Chatbot?

By Claire Cain Miller ,  Adam Playford ,  Larry Buchanan and Aaron Krolik Dec. 26, 2022

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Don’t be surprised if you can’t always tell. Neither could two teachers, a professor, nor even the renowned children's author Judy Blume.

“I’m just gonna say it’s a student and prepare for my soul to be crushed.”

Don’t be surprised if you can’t always tell. Neither could a fourth-grade teacher — or Judy Blume.

By Claire Cain Miller , Adam Playford , Larry Buchanan and Aaron Krolik Dec. 26, 2022

It’s hard to fully grasp the enormous potential of ChatGPT , a new artificial intelligence chatbot released last month. The bot doesn’t just search and summarize information that already exists. It creates new content, tailored to your request, often with a startling degree of nuance, humor and creativity. Most of us have never seen anything like it outside of science fiction.

To better understand what ChatGPT can do, we decided to see if people could tell the difference between the bot’s writing and a child’s.

We used real essay prompts from the National Assessment of Educational Progress (the standardized test from the Department of Education, known as the nation’s report card). We asked the bot to produce essays based on those prompts — sometimes with a little coaching, and always telling it to write like a student of the appropriate age. We put what it wrote side by side with sample answers written by real children.

We asked some experts on children’s writing to take our variation on the Turing test , live on a call with us. They were a fourth-grade teacher; a professional writing tutor; a Stanford education professor; and Judy Blume, the beloved children’s author. None of them could tell every time whether a child or a bot wrote the essay. See how you do.

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News  and Analysis

Ilya Sutskever, the OpenAI co-founder and chief scientist who in November joined three other board members to force out Sam Altman before saying he regretted the move, is leaving the company .

OpenAI has unveiled a new version of its ChatGPT chatbot  that can receive and respond to voice commands, images and videos.

A bipartisan group of senators released a long-awaited legislative plan for A.I. , calling for billions in funding to propel U.S. leadership in the technology while offering few details on regulations.

The Age of A.I.

D’Youville University in Buffalo had an A.I. robot speak at its commencement . Not everyone was happy about it.

A new program, backed by Cornell Tech, M.I.T. and U.C.L.A., helps prepare lower-income, Latina and Black female computing majors  for A.I. careers.

Publishers have long worried that A.I.-generated answers on Google would drive readers away from their sites. They’re about to find out if those fears are warranted, our tech columnist writes .

A new category of apps promises to relieve parents of drudgery, with an assist from A.I.  But a family’s grunt work is more human, and valuable, than it seems.

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Welcome to FeatherAI - the ultimate writing solution for professionals, students, and anyone looking to take their writing to the next level. Our app is designed to help you write smarter, faster, and better, with a range of AI-powered features that enhance your creativity and productivity. Features: ◆ AI ChatBot to discuss content generation ◆ AI ChatBot research on website ◆ Generate blog posts, stories, etc ◆ Create social media posts ◆ Write promotional content for landing pages, ad copies, etc ◆ Offers plenty of content frameworks including AIDA, PSA ◆ Provides long-form assistance to create longer articles ◆ Improve existing content with Content Improver ◆ Write emails including subject lines ◆ FeatherAI creates 100% original content ◆ Create scripts for videos, and much more ◆ 100+ Templates to choose from ◆ Simple and clean interface ◆ Powerful & rich Document Editor + Management ◆ View your favorite outputs and history One of the key features of FeatherAI is our expert writing tools. With these tools, you can create and edit content with ease, streamlining your workflow and eliminating the need for multiple applications. Whether you're working on a blog post, a research paper, or a novel, FeatherAI provides all the tools you need to make your writing shine. Another standout feature of FeatherAI is our AI document editor. With our advanced algorithms, you can effortlessly perfect your writing, ensuring that your work is error-free and polished to perfection. Whether you need to check for grammar and spelling errors, improve your writing style, or optimize your content for search engines, our AI document editor has you covered. But that's not all - our interactive AI tools also serve as intelligent assistants, helping you enhance your productivity and unlock your creativity. With our AI chatbot, you can get quick answers to your questions and access the information you need, without ever leaving the app. And with our smart content bookmark feature, you can save and organize AI-generated content, making it easy to keep track of your ideas and inspiration. At FeatherAI, we believe that technology should serve humanity, not the other way around. That's why we've created an app that combines the best of AI and human creativity, to help you achieve your writing goals and unlock your full potential. So why not give FeatherAI a try today, and experience the power of AI for yourself? Terms of use: https://aiessaywriting.app/terms-of-service Privacy policy: https://aiessaywriting.app/privacy-policy

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Bloomberg: Apple finalizing deal with OpenAI to bring ChatGPT features to iOS 18

Apple is finalizing an agreement with OpenAI to bring some of its technology to the iPhone this year, according to a new report from Bloomberg . With this deal, the report explains that Apple will be able to offer “a popular chatbot” powered by ChatGPT as part of its AI-focused features in iOS 18.

While Apple is also still in talks with Google about an AI partnership, tonight’s report says Apple has “closed in on an agreement with OpenAI.”

“An OpenAI accord would let Apple offer a popular chatbot as part of a flurry of new AI features that it’s planning to announce next month,” the report explains. More specific details about how these features and integrations might work remain unclear for now.

From Mark Gurman at Bloomberg :

The two sides have been finalizing terms for a pact to use ChatGPT features in Apple’s iOS 18, the next iPhone operating system, said the people, who asked not to be identified because the situation is private. Apple also has held talks with Alphabet Inc.’s Google about licensing that company’s Gemini chatbot. Those discussions haven’t led to an agreement, but are ongoing.

The report cautions that there’s still “no guarantee” that a deal between Apple and OpenAI “will be announced imminently.”

A report on Thursday emphasized that iOS 18’s AI features will be powered (in part) by Apple data centers with Apple Silicon processors. The majority of iOS 18’s AI features, however, will be powered entirely on-device , allowing Apple to tout privacy and speed benefits.

Apple is slated to announce iOS 18 and its new AI features at WWDC, which kicks off with a special event on June 10.

OpenAI is set to make its own, separate announcement during an event on Monday. The Information has reported that one feature in development at OpenAI is an AI voice assistant to compete with Siri and Google Assistant.

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How to Create Custom AI Chatbots That Enrich Your Classroom

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G iven the breakneck speed at which AI tools and models are developing, and the many implications of this technology on learning, work, and culture, it’s easy to feel a little lost. This is particularly true for educators who are trying to understand generative AI and determine its role in their classrooms and the broader educational landscape.

At Boston College, my colleagues and I have been finding our way by drawing on the university’s mission to help students not only develop academically, but also to find purpose and meaning in their lives.

This focus on purpose was on our minds as we began experimenting with custom chatbots to help educators learn about AI and determine whether they have a role in helping students learn. What we discovered surprised us: It wasn’t just teachers and students who were feeling lost in an AI world; chatbots were struggling to find their purpose, too.

Without our guidance, they didn’t know how to help students learn, and they had no sense of our institution’s context, our values, or what our students needed. They did their best, but they were floundering. They needed us to help them to be productive partners in our teaching.

“What we discovered surprised us: It wasn’t just teachers and students who were feeling lost in an AI world; chatbots were struggling to find their purpose, too.”

What follows are examples of chatbots we created at Boston College, the purposes they serve for our students, and some of the strategies we found useful in doing this work. Everything here is preliminary and provisional, of course, since our approaches to AI will continue to evolve and the tools for creating chatbots will change. But we hope our initial efforts will help you find a path for exploring whether AI could have a purposeful role in your teaching as well.

How to build a custom chatbot: The Stuckbot story

When OpenAI released GPTs late in 2023, my colleagues and I began looking beyond general-purpose chatbots such as ChatGPT , Claude , and Gemini and began exploring how we could create chatbots with customized instructions and access to our own content. This meant that, if our students started a conversation with a chatbot, it would have a built-in sense of direction and context that aligned with our specific goals as teachers. When chatbots can do this, they’re supporting what has always been a central role of teachers—to give educational experiences context so students know not just what they’re learning, but why they’re learning and who they are doing it with.

To avoid the costs associated with OpenAI’s first version of GPTs, I developed something similar using simple WordPress sites and the plugin AI Engine Pro (along with an OpenAI API key). This relatively inexpensive and non-technical method was meant to be an interim solution until other more scalable and secure options became available. It gave us a sandbox environment for small-scale experimentation before we needed to make larger decisions about AI infrastructure at the university.

My colleague, professor George Wyner , was excited to jump on this new opportunity, not just because he teaches data analytics, but because he had spent the semester exploring AI with a cohort of colleagues and staff facilitated by the Center for Digital Innovation in Learning (CDIL). He already planned to have his undergraduate students try using AI in his Data Management for Analytics and Applications course, but now he could experiment with a chatbot that was better informed about his course and how he wanted his students to learn.

“When chatbots have the same teacher as the students they’re assisting, it’s more likely they will contribute something valuable to the classroom.”

He created a specific assignment called “ The Programmer’s Journal ” that provided students with context for how they should use what we affectionately dubbed the “Stuckbot.” The premise for the assignment relied on the idea that having students take notes on their problem-solving process and then reflect on where they get stuck is beneficial for learning, with or without AI. Involving AI in that process added another reflective layer by helping them practice metacognition and providing them chances to discuss the roles AI might play in learning data analytics.

The assignment description aimed to make these layers clear:

A challenge when writing code (in R, SQL, or any other programming language) is that sometimes you get stuck. In this assignment, we will explore strategies for getting unstuck using Stuckbot, an AI chatbot crafted for this purpose. Our goal is to get better at getting unstuck when problem-solving and, at the same time, to explore how AI can help with this and with the learning process in general. In this assignment, you will create a kind of programmer’s journal, in which you add two journal entries that each chronicle a moment when you got stuck and then your efforts to get unstuck. In addition, you will add a brief reflection on this process and the role that AI played in it.

I began working with Wyner to craft instructions for the chatbot that would guide it in how to work with students. We began by giving it a role:

You are a friendly, supportive chatbot designed to help undergraduates talk through the experience of getting stuck when learning programming and data science. Not only are you an expert in applied mathematics, data science, and programming, but you are particularly skilled in supporting student learning by helping them work through getting stuck and reflecting on what they learn from the experience.

We let the chatbot know that it would be working with students in the Data Management for Analytics and Applications course and provided specifics on which tools and packages the students would be using.

Next, we assigned it some general rules to follow:

Don’t give students answers to problems outright. Ask them questions to get them to the next step. Ask only one question at a time and go one step at a time. Share summaries of reflections with the user to help confirm what they are saying. If ever unclear, ask the user how they want to proceed.

Source: Boston College, 2024

A screenshot of Wyner’s Stuckbot.

The remainder of our work on the prompt involved providing instructions for the two different roles the chatbot would need to play in supporting the “Programmer’s Journal” assignment. First, its job was to serve as an assignment tutor to help students when they got stuck on problems. Second, it could help students pause and reflect on how they got unstuck before moving on. (These are two of several roles that AI chatbots can play for your students; more on that in a moment.)

As we tested the chatbot with colleagues and former students, we were pleasantly surprised to see how well it performed in both roles once we gave it instructions for each and the context it needed to understand exactly what students were learning in the course. In a focus group at the end of the course, students reported that the Stuckbot aided their learning by guiding them toward solutions rather than giving them an answer outright, and they said they would have used it more had it been available earlier in the course.

Their feedback suggests that the constraints put on the chatbot were what mattered for students (not just what it could do for them), and these limitations enabled the chatbot to feel like an extension of their teacher’s intentions for the course and his care for them as learners.

Access the full Stuckbot prompt and assignment for “The Programmer’s Journal” here .

Four purposeful roles for chatbots in the classroom

When Wyner shared how he designed his chatbot and how it aligned with very specific learning goals, it inspired others at Boston College to imagine other roles they could experiment with beyond what they first thought was possible.

Over the course of the following spring semester, we developed 10 chatbots with different purposes. The results varied widely, but we learned as much from the failures as from the successes, and this hands-on experimentation allowed us to begin identifying some patterns that could inform and inspire future experiments.

These four chatbot examples represent a first attempt at capturing what we’ve learned so far. We think these delineations make it easier to see how chatbots can align with specific aspects of the learning process, even if they might have more than one role at a time (such as with the Stuckbot, acting as both an assignment tutor and reflective guide, for example).

We hope they will provide you with a starting point as you imagine roles for AI that reflect your particular contexts and purposes, and we look forward to learning from what you discover in the process.

Four purposeful roles for course chatbots.

1. Course assistant: Make courses easier to navigate

A course assistant chatbot specializes in helping students understand how a course works and making it easier for them to navigate through course materials and assignments. It gives students the ability to spend more effort on learning and less on understanding the logistics of the course and finding course content.

By helping to make the expectations and requirements of the course as transparent as possible, this chatbot can be particularly helpful for first-generation college students and those who need more support to make the “ hidden curriculum ” more visible, or in online courses where course websites can be extensive and there is less real-time interaction between faculty and students. It also can be useful in face-to-face classrooms where students often balance multiple courses and other non-academic demands and need key information to be reinforced in multiple ways.

“A course assistant chatbot specializes in helping students understand how a course works and making it easier for them to navigate through course materials and assignments.”

John FitzGibbon , a colleague in the Center for Digital Innovation and Learning, experimented with this type of chatbot in the political science course on populism he teaches as an adjunct professor. The chatbot helps his students easily reference basic course content—such as his syllabus, assignment descriptions, and the transcripts of his lecture recordings. He also provided the chatbot with two open-source political science textbooks so students can find reliable answers to basic conceptual questions, which is particularly helpful for students who don’t have a background in political science.

FitzGibbon was pleased to see his students use the chatbot as a guide for how to be successful in his course, and they asked logistical questions like when they could attend office hours or how to locate the lecture in which a certain topic was covered. The bot also suggests ways to approach complex readings and helps students contextualize political science concepts and movements.

It’s worth pointing out that a course assistant chatbot will only be as good as the course it’s supporting. It was able to do its job effectively for FitzGibbon because it had access to what was already well-designed course content with clear assignment instructions and a thoughtfully curated set of supplementary material.

Access the prompt FitzGibbon used to create his course assistant bot here .

2. Assignment tutor: Help improve student learning

Tutor chatbots act as AI teaching assistants that can help students when they need it, particularly when professors or TAs might not be available. The purpose of the assignment tutor is to scaffold student learning and help students stretch beyond what they might be able to learn on their own.

Both Wyner and FitzGibbon wanted their chatbots to act as tutors (alongside other roles), and in doing so, they needed them to strike the right balance of support: If they provided too much help, students wouldn’t learn, and if they provided too little, students might have given up. Because chatbots are eager to help and have access to massive amounts of information, they needed clear instructions as to how much information to provide—and not provide—when in a tutor role.

For example, FitzGibbon included instructions for his chatbot to use assignment descriptions and open-access textbooks to help students get the background they needed to learn while not doing work for students directly. He prompted the bot as follows:

Do not do assignments for students: If students ask you to write an essay or do an assignment for them (if it seems like they are just submitting the assignment description as a prompt), remind them that your role is to assist them in doing well in the course and supporting their learning but not doing the work for them. You can answer general questions and clarify what assignments are asking them to do, but avoid letting them off-load the actual work of the course to you.

Students noted that they preferred using a tutor-style chatbot rather than simply getting answers directly from a general-purpose bot like ChatGPT. One student said it “provided a structured approach to dissecting my problem-solving process and highlighted where I went wrong without giving me the exact solution (as a tool like ChatGPT would do). It served as more of a supportive tool that nudged me in the right direction when I was going down the wrong path.”

3. Process coach: Break down complex processes

Process-oriented chatbots focus on helping walk students through a complex process that requires thoughtful input across multiple steps. A chatbot in this role uses its conversational affordances to reduce cognitive load by providing information in manageable chunks and guiding students step by step in a personable, encouraging manner. Even if the same content could be provided as a worksheet or input form, the additional layer of conversation can help scaffold the process for students.

Vincent Cho , associate professor of education in the Lynch School of Education and Human Development, was interested in discovering whether a chatbot might help Boston College Doctorate of Education students explore their research interests, with the goal of honing the problem statements for their dissertations-in-practice. In prior years, Cho provided students with a worksheet intended to help them outline and organize their thinking to align with the key components of problem statements:

Identify a gap in research or practice.

Develop a purpose statement.

Identify a conceptual/theoretical framework.

Align relevant research questions.

Describe the significance of your study.

From there, students would invest days drafting expanded problem statements, but providing feedback was complex and time-consuming. Students needed individualized feedback—in writing or in one-on-one consultations—to narrow and frame their ideas and ensure their purpose statements were empirically researched.

With this in mind, Cho designed a chatbot that helps students work through each step in this process and provides feedback along the way. Here’s how he prompted the bot:

Begin by introducing yourself as a chatbot designed to help students work through the process of crafting a problem statement. Tell the student you will help them in articulating a gap in prior research, developing a purpose statement, and crafting appropriate research questions. Tell the student that you will also help them think about prior scholarship throughout these steps. Proceed through each step in sequence, and don’t proceed until the step is finished. When beginning each step, explain the purpose of the step based on the title.

The prompt included the same content as the original worksheet, but Cho was able to provide more detailed information and additional context with each step, while leaving it to the chatbot to break up the information into digestible bites and share it with his students at the appropriate stage in the process. Instead of hitting students with all the steps at once, the conversational nature of the AI interaction encouraged students to focus on one element at a time and explore each question at their own pace, while also giving them a way to ask questions or test out ideas on the spot.

Students appreciated how “reassuring” the chatbot was during a time when they felt uncertain about how to get started and vulnerable in exploring ideas that might not actually work.

Access Cho’s full process-coach chatbot instructions here .

4. Reflective guide: Help students think more deeply about their learning

Reflective chatbots specialize in helping students develop better awareness of, and appreciation for, how they think and learn.

Taking time to pause and reflect can often be challenging, particularly for students who aren’t used to reflecting regularly on their learning or their lives. This kind of chatbot scaffolds the reflection process by providing structured guidance while also adjusting to what the student contributes.

“Reflective chatbots specialize in helping students develop better awareness of, and appreciation for, how they think and learn.”

In Boston College professor Belle Liang ’s adolescent psychology courses, she invites her students to explore their sense of purpose and how they might make connections between the classroom and other parts of their lives. To help facilitate this reflective process and make it more tangible for students, she and her colleague Tim Klein developed a chatbot named “LUMI” that helps students reflect on their strengths, skills, and values, and how they want to make an impact on the world.

The chatbot’s role is not to dominate the conversation, provide information, or tell the student what to do. Rather, it’s to provide some gentle structure and encouragement to keep the student thinking and writing. To ensure this outcome, the chatbot needs to ask good questions and be concise in what it contributes.

Here’s a sampling of the instructions Liang and Klein used for LUMI to guide students in setting intentions and reflecting on their actions.

For every phase/stage of the reflection process, always gather enough information from the user to understand the full context of their lived experiences and perspective. Ask open-ended questions that help users explore specific topics. Practice reflective listening and motivational listening to grasp and mirror the user’s perspective, using their language and tone. Keep your output to 40 words or fewer unless summarizing information with the user.

These instructions provided the chatbot with guidance on how it should converse with a student. They also instructed the chatbot on what approaches or systems it should draw on to deliver its responses. Liang, for example, instructed the chatbot to respond using her research-based True North method for cultivating a deeper sense of purpose and acting more intentionally. But others might instruct the chatbot to draw on different approaches such as motivational interviewing or acceptance and commitment therapy .

Students who have used an AI chatbot to reflect on their learning admitted that even when they didn’t feel like it in the moment, they later appreciated the nudge and the help in actually engaging in reflection. In the right context and with the right design, the conversational, interactive format of a chatbot can be just what we need.

Finding our way in the AI age

The work of designing these custom chatbots illustrates the central role educators play in shaping the future of AI . Every teacher needs to be more than just a “ human in the loop ”; they need to be the central driver in deciding whether chatbots and other AI tools might have purposeful roles in supporting student learning—or not.

When chatbots have the same teacher as the students they’re assisting, it’s more likely they will contribute something valuable to the classroom. And when teachers have meaningful ways to experiment with AI, it’s more likely they’ll gain the insights they need to guide both students and chatbots as they learn together.

Chatbots need teachers too, so let’s make sure they have ways to get the education they need as we all chart our path through the uncertain days ahead.

Tim Lindgren is the assistant director for design innovation at the Boston College Center for Digital Innovation in Learning. He works with faculty and staff around the university to explore new technologies for learning and aids in the design of formative educational experiences.

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