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A new AI chatbot might do your homework for you. But it's still not an A+ student

Emma Bowman

Enter a prompt into ChatGPT, and it becomes your very own virtual assistant. OpenAI/Screenshot by NPR hide caption

Enter a prompt into ChatGPT, and it becomes your very own virtual assistant.

Why do your homework when a chatbot can do it for you? A new artificial intelligence tool called ChatGPT has thrilled the Internet with its superhuman abilities to solve math problems, churn out college essays and write research papers.

After the developer OpenAI released the text-based system to the public last month, some educators have been sounding the alarm about the potential that such AI systems have to transform academia, for better and worse.

"AI has basically ruined homework," said Ethan Mollick, a professor at the University of Pennsylvania's Wharton School of Business, on Twitter.

The tool has been an instant hit among many of his students, he told NPR in an interview on Morning Edition , with its most immediately obvious use being a way to cheat by plagiarizing the AI-written work, he said.

Academic fraud aside, Mollick also sees its benefits as a learning companion.

Opinion: Machine-made poetry is here

He's used it as his own teacher's assistant, for help with crafting a syllabus, lecture, an assignment and a grading rubric for MBA students.

"You can paste in entire academic papers and ask it to summarize it. You can ask it to find an error in your code and correct it and tell you why you got it wrong," he said. "It's this multiplier of ability, that I think we are not quite getting our heads around, that is absolutely stunning," he said.

A convincing — yet untrustworthy — bot

But the superhuman virtual assistant — like any emerging AI tech — has its limitations. ChatGPT was created by humans, after all. OpenAI has trained the tool using a large dataset of real human conversations.

"The best way to think about this is you are chatting with an omniscient, eager-to-please intern who sometimes lies to you," Mollick said.

It lies with confidence, too. Despite its authoritative tone, there have been instances in which ChatGPT won't tell you when it doesn't have the answer.

That's what Teresa Kubacka, a data scientist based in Zurich, Switzerland, found when she experimented with the language model. Kubacka, who studied physics for her Ph.D., tested the tool by asking it about a made-up physical phenomenon.

"I deliberately asked it about something that I thought that I know doesn't exist so that they can judge whether it actually also has the notion of what exists and what doesn't exist," she said.

ChatGPT produced an answer so specific and plausible sounding, backed with citations, she said, that she had to investigate whether the fake phenomenon, "a cycloidal inverted electromagnon," was actually real.

When she looked closer, the alleged source material was also bogus, she said. There were names of well-known physics experts listed – the titles of the publications they supposedly authored, however, were non-existent, she said.

"This is where it becomes kind of dangerous," Kubacka said. "The moment that you cannot trust the references, it also kind of erodes the trust in citing science whatsoever," she said.

Scientists call these fake generations "hallucinations."

"There are still many cases where you ask it a question and it'll give you a very impressive-sounding answer that's just dead wrong," said Oren Etzioni, the founding CEO of the Allen Institute for AI , who ran the research nonprofit until recently. "And, of course, that's a problem if you don't carefully verify or corroborate its facts."

Users experimenting with the chatbot are warned before testing the tool that ChatGPT "may occasionally generate incorrect or misleading information." OpenAI/Screenshot by NPR hide caption

An opportunity to scrutinize AI language tools

Users experimenting with the free preview of the chatbot are warned before testing the tool that ChatGPT "may occasionally generate incorrect or misleading information," harmful instructions or biased content.

Sam Altman, OpenAI's CEO, said earlier this month it would be a mistake to rely on the tool for anything "important" in its current iteration. "It's a preview of progress," he tweeted .

The failings of another AI language model unveiled by Meta last month led to its shutdown. The company withdrew its demo for Galactica, a tool designed to help scientists, just three days after it encouraged the public to test it out, following criticism that it spewed biased and nonsensical text.

Untangling Disinformation

Ai-generated fake faces have become a hallmark of online influence operations.

Similarly, Etzioni says ChatGPT doesn't produce good science. For all its flaws, though, he sees ChatGPT's public debut as a positive. He sees this as a moment for peer review.

"ChatGPT is just a few days old, I like to say," said Etzioni, who remains at the AI institute as a board member and advisor. It's "giving us a chance to understand what he can and cannot do and to begin in earnest the conversation of 'What are we going to do about it?' "

The alternative, which he describes as "security by obscurity," won't help improve fallible AI, he said. "What if we hide the problems? Will that be a recipe for solving them? Typically — not in the world of software — that has not worked out."

'ZDNET Recommends': What exactly does it mean?

ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions. This helps support our work, but does not affect what we cover or how, and it does not affect the price you pay. Neither ZDNET nor the author are compensated for these independent reviews. Indeed, we follow strict guidelines that ensure our editorial content is never influenced by advertisers.

ZDNET's editorial team writes on behalf of you, our reader. Our goal is to deliver the most accurate information and the most knowledgeable advice possible in order to help you make smarter buying decisions on tech gear and a wide array of products and services. Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards. If we have made an error or published misleading information, we will correct or clarify the article. If you see inaccuracies in our content, please report the mistake via this form .

The best AI chatbots: ChatGPT isn't the only one worth trying

Since the launch of ChatGPT , AI chatbots have been all of the rage because of their ability to do a wide range of tasks that can help you with your personal and work life. At your command, AI chatbots can write code , compose emails, draft a report,  generate art ,  write Excel formulas for you , and much more. 

However, because ChatGPT  reached worldwide recognition , competitors were motivated to make their own versions, and, as a result, there are so many options on the market to choose from with different strengths, use cases, difficulty levels, and other nuances.

Also: The best AI image generators: Tested and reviewed

For the last year and a half, I have taken a deep dive into AI and have tested as many AI tools as possible -- including dozens of AI chatbots. Using my findings and those of other ZDNET AI experts, I have created a list of the best AI chatbots and AI writers on the market. 

The list details everything you need to know before choosing your next AI assistant, including what it's best for, pros, cons, cost, its large language model (LLM), and more. So whether you are entirely new to AI chatbots, or have used plenty of tools, this list should help you discover a new chatbot you haven't used before. 

What is the best AI chatbot right now?

Thanks to its sourcing abilities, free internet access, and advanced LLM model, Microsoft Copilot is my choice for the best AI chatbot. Keep reading to see how its features compare to others like ChatGPT, You.com, and more. 

The best AI chatbots of 2024

Microsoft copilot, best ai chatbot overall.

• Access to the internet
• Links back to sources
• Uses OpenAI's most advanced LLM
• Grounded in Bing

In February last year, Microsoft unveiled a new AI-improved Bing, now known as Copilot, which runs on GPT-4  Turbo, the newest version of OpenAI's language model systems. As of May 4 of last year, Copilot moved from limited to open preview, meaning everyone can access it for free.  

Also: What is Copilot (formerly Bing Chat)? Here's everything you need to know

When I use a chatbot, I typically reach for Copilot because it solves two major issues with ChatGPT: access to current events and linking back to the sources it retrieved for its answer for free. Copilot is also the only way to access OpenAI's most advanced LLM -- GPT-4 Turbo -- for free. 

Copilot is free to use and offers other features that make it an attractive alternative, including multi-modal inputs, image generation within the chatbot, and a standalone app. 

Copilot f eatures:  OpenAI's most advanced LLM, GPT-4 Turbo | Has access to the internet | Works like a search engine with information on current events | Free

Best original AI chatbot

• Writing skills
• STEM knowledge
• Conversational
• Not always available
• Not connected to the internet

ChatGPT is a conversational AI chatbot  by OpenAI that can produce text based on any prompt you input, generating emails, essays, poems, grocery lists, letters, and much more.

In addition to writing for you, ChatGPT can chat about simple or complex topics such as "What are colors?" or "What is the meaning of life?" ChatGPT is also proficient in STEM and can write and debug code  and solve complex math equations. 

Using ChatGPT is easier than ever since OpenAI stopped requiring users to log in . Now, you can start chatting with ChatGPT simply by visiting its website like you would with Google. 

Also:  How to use ChatGPT

ChatGPT was released in November 2022, and because of its  massive success , it became the blueprint for many other chatbots to enter the scene. Therefore, if you are interested in AI chatbots, you'll likely want to try the original tool that began the craze -- ChatGPT. 

Downsides of the chatbot include that it is sometimes at capacity due to its immense popularity, doesn't have access to the internet, and has a January 2022 knowledge cutoff. 

I still reach for ChatGPT because, despite its limitations, it is an incredibly capable chatbot. However, when I do, I ensure my queries do not rely on the most recent information to be accurate. For example, some good use cases to use ChatGPT for are brainstorming text or coding.

ChatGPT features:  Uses OpenAI's GPT-3.5 or GPT-4 (if subscribed) | Can generate text, solve math problems, and code | Impressive conversation capabilities | Free to the public right now

Anthrophic's Claude

Best ai chatbot for summarizing documents.

• Upload document support
• Chat controls
• Light and dark mode
• Unclear usage cap
• Knowledge cutoff

Anthropic launched its first AI assistant, Claude, in February 2023. Now the tool has secured a spot as one of the best chatbots. Like the other leading competitors, Anthropic can conversationally answer prompts for anything you need assistance with, including coding, math, writing, research, and more. 

Also: 4 things Claude AI can do that ChatGPT can't

I think the biggest advantage of this chatbot is that it can accept document uploads to help read, analyze, and summarize files. To upload a file, click on the paper clip icon next to the text box and click on the document you want to upload. Then, conversationally ask for help you want with the document, including document summaries or clarifications on specific topics found within the document. 

Also: This free tool from Anthropic helps you create better prompts for your AI chatbot

Claude is in free open beta and, as a result, has both context window and daily message limits that can vary based on demand. If you want to use the chatbot regularly, upgrading to Claude Pro may be a better option, as it offers at least five times the usage limits compared to the free version for $20 a month. 

Claude features:   Powered by Claude 3 model family | Accepts document uploads | Trained with information up to early 2023 | Free

Perplexity.ai

The best ai chatbot for prompt ideation.

• Links to sources
• Access to internet
• Paid subscription required for GPT-4 access
• some irrelevant suggestions

Perplexity AI is a free AI chatbot connected to the internet that provides sources and has an enjoyable UI. As soon as you visit the site , using the chatbot is straightforward. Type your prompt into the "ask anything" box to get started. The first time I visited this chatbot, I was able to get started within seconds.

On top of the text box, the chatbot states, "Where knowledge begins," and the title could not be more fitting. 

As soon as you click on the textbox, the tool has a series of suggested prompts mostly rooted in news. The chatbot also has suggested prompts underneath the box on evergreen topics. All you have to do is click on the suggestions to learn more about the topic and chat about it. Additionally, Perplexity provides related topic questions you can click on to keep the conversation going. 

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

Because of the extensive prompts that the tool gives users to try, this is a great chatbot for taking deep dives into topics that you wouldn't have necessarily thought of before, encouraging discovery and experimentation. I dived into some random topics, including the history of birthday cakes, and I enjoyed every second. 

Other perks include the fact that there is an app for both iOS and Android, allowing you to also tinker with the chatbot while you're on the go, footnotes are provided after every answer with sources you can visit, and the answers from the chatbot nearly always include photos and graphics.

Perplexity AI features:  OpenAI GPT-3.5 and GPT-4 for subscribers | Has access to the internet and current events | Provides prompt suggestions to get chats started | Free 

Best AI chatbot for businesses and marketers

• 50 different writing templates
• Copyediting features
• Plagiarism checker
• Need a subscription to try

Jasper is a tool exclusively meant for users looking to incorporate an AI chatbot into their workflow because there is no free plan and you can't otherwise access the chatbot. For example, when I tried using it myself, I was met with dead ends unless I subscribed. The least expensive option, the Creator plan, is geared towards freelancers and solo-preneurs and is $49 a month. However, the investment may be worth it if you rely on an AI chatbot to generate copy for your business. 

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

With Jasper, you can input a prompt for what you want written, and it will write it for you, just like ChatGPT would. The major difference with Jasper is that it has extensive tools to produce better copy. Jasper can check for grammar and plagiarism and write in over 50 templates, including blog posts, Twitter threads, video scripts, and more. It also offers SEO insights and can even remember your brand voice. 

Whether you are an individual, part of a smaller team, or in a larger business looking to optimize your workflow, you can access a trial or demo before you take the plunge.

Jasper features:  Uses different LLMs, including GPT-4 | Summarizes texts and generates paragraphs and product descriptions | Checks for plagiarism and grammar | Starts at $39 per month with an annual subscription

Best AI chatbot that functions as a search engine

• Readily available
• Source Citing
• Some answers stronger than others
• Subscription required for GPT-4 access

You.com (previously known as YouChat) is an AI assistant that functions similarly to a search engine. Like Google, you can enter any question or topic you'd like to learn information on, and immediately be met with real-time web results, in addition to a conversational response.  

Also: YouPro lets me access every popular premium AI chatbot for $20/month - but there's a catch

For example, when I asked, "Can you share some pictures of adorable dog breeds?" the chatbot provided six different web links, seven different pictures it pulled from the web, a conversational answer, and related news, as seen in the photo. 

The chatbot can also provide technical assistance, with answers to anything you input, including math, coding, translating, and writing prompts. A huge pro for this chatbot is that, because it lacks popularity, you can hop on any time and ask away.  

One of the biggest standout features is that with YouPro, its premium subscription, you can toggle between the most popular AI models on the market using the Custom Model Selector.

The AI models included in Custom Model Selector include OpenAI's GPT-4 and GPT-4 Turbo; Anthropic's Claude Instant, Claude 2, Claude 3 Opus, Clause 3 Sonnet, and Claude 3 Haiku; Google's Gemini Pro; and Zephyr (uncensored).  

That means that, within one chatbot, you can experience some of the most advanced models on the market, which is pretty convenient if you ask me.  

You.com features:  GPT-4 with subscription | Lists sources for the text it generates | Unlike most other Chatbots, uses Google sources | Free

Chatsonic by Writesonic

Best ai chatbot for article writers.

• Variety of use cases
• Need to sign in
• A bit of a lag

Chatsonic is a dependable AI chatbot. It functions much like ChatGPT, allowing users to input prompts for assistance on many tasks. However, it includes the ability to web search, generate images, and access PDF assistance, which ChatGPT lacks. 

The Writesonic platform offers tools that help generate stories, including Instant Article Writer, which creates an article from a single click; Article Rewriter, which rephrases existing content; and Article Writer 5, which generates articles using ranking competitors. 

Other tools that facilitate the creation of articles include SEO Checker and Optimizer, AI Editor, Content Rephraser, Paragraph Writer, and more. There is a free version, which gets you access to some of the features. However, the free version has a 50 generations per day limit. The monthly cost starts at $12 but can reach $250, depending on the number of words and users needed.

Chatsonic features:  Powered by GPT-3.5 or GPT-4 depending on subscription | Aware of current events, whereas ChatGPT is trained up to 2021 | Extensive feature suite, including voice dictation and image generation | Starts at $12 per month

Gemini (formerly Google Bard)

Best ai chatbot if you're a loyal google user.

• Access to Google
• Good text editing skills
• Can't help much with code

Gemini is Google's conversational AI chatbot that functions the most similarly to Copilot, sourcing its answers from the web, providing footnotes, and even generating images within its chatbot. Since its initial release in March 2023, the chatbot has undergone several upgrades, with the latest version being the most optimized it has ever been. 

Also: What is Google's Gemini AI tool (formerly Bard)? Everything you need to know

The highlight of this chatbot is that it is rooted in Google technology, search engines, and applications. Loyal Google users will feel familiar with the chatbot's UI and offerings. For example, unlike most of the chatbots on this list, Google does not use an LLM in the GPT series but instead uses a model made by Google. 

"Gemini is slowly becoming a full Google experience thanks to Extensions folding the wide range of Google applications into Gemini," said ZDNET writer Maria Diaz when reviewing the chatbot. "Gemini users can add extensions for Google Workspace, YouTube, Google Maps, Google Flights, and Google Hotels, giving them a more personalized and extensive experience."

If you subscribe to Google's new 'AI Premium Plan' , you not only get access to the most advanced Google models in Gemini, such as Ultra 1.0, but you also get access to Gemini for Workspace, previously known as  Duet AI,  which infuses Google's AI assistance throughout its productivity apps, including Gmail, Docs, Sheets, Slides, and Meet.

Gemini features:  Powered by a finetuned version of Gemini Pro | Includes a "Google it" feature | Generates clear text and images quickly | Free 

Socratic by Google

Best ai chatbot for kids and students.

• Educational
• Easy to use
• Doesn't write text
• No desktop version

If you want your child to use AI to lighten their workload, but still have some limits, Socratic is for you. With Socratic, children can type in any question about what they learn in school. The tool will then generate a conversational, human-like response with fun, unique graphics to help break down the concept. 

"It's a powerful studying tool that could help students double-check their homework, or get across the last hurdle if a question or formula just isn't making sense. And using the app is as easy as using  Snapchat  or talking to Siri," said former ZDNET contributor Jason Cipriani, when reviewing the app. 

Also: How Google Socratic can help you with your homework

The app, available on the App Store and the Google App Store, also has a feature that lets your kid scan their worksheet to get a specially curated answer. The app does have some limitations; for example, it will not just write an essay or story when prompted. However, this feature could be positive because it curbs your child's temptation to get a chatbot, like ChatGPT, to write their essay. 

Socratic features:  From Google | Type in any question to generate a response | Includes fun graphics | Supports scanning worksheets to get a specially curated answer | Free

HuggingChat

Best open-source chatbot.

• Cutomizable
• Intermediate/advanced skills requires
• Required to create an account

As seen by the list above, plenty of great chatbot options are on the market. However, if you are on the search for a chatbot that serves your use case specifically, you can always build an entirely customizable new one. HuggingChat is an open-source chatbot developed by Hugging Face that can be used as a regular chatbot or customized for your needs.  

Also :  Want to build your own AI chatbot? Say hello to open-source HuggingChat

As ZDNET's David Gewirtz unpacked in his hands-on article , you may not want to depend on HuggingChat as your go-to primary chatbot. However, it is a good interface to build your own chatbot. 

As Gewirtz said: "If you want something that you control, you can use HuggingChat to build a chatbot where you have visibility into every aspect of its functioning. You can choose to make that chatbot available online to other users and provide transparency to all users."

Socratic features:  Clean, Chat-GPT inspired interface | Entirely customizable | Great for developers or AI fanatics | Secure alternative | Free

What is the best AI chatbot?

The best overall AI chatbot is Copilot due to its exceptional performance, versatility, and free availability. It uses OpenAI's cutting-edge GPT-4 language model, making it proficient in various language tasks, including writing, summarization, translation, and conversation. Moreover, it works like a search engine with information on current events.

Another advantage of Copilot is its availability to the public at no cost. Despite its immense popularity, Copilot remains free, making it an incredible resource for students, writers, and professionals who need a reliable and free AI chatbot. 

Although there are occasional capacity blocks, OpenAI is working on releasing a professional version of ChatGPT that will be quicker and always accessible at a monthly cost.

Which AI chatbot is right for you?

While Copliot is my personal favorite, your use case may be hyper-specific or have certain demands. If you need a constant, reliable AI chatbot, other alternatives might be better suited for you. If you want an AI chatbot that produces clean, reliable, business-ready copy, for example, then Jasper is for you. If you want to play around with an AI chatbot that isn't always at capacity, YouChat might be the best option. 

Lastly, if there is a child in your life, Socratic might be worth checking out. See our breakdown below:

Factors to consider when choosing a chatbot

Since there are so many chatbots on the market, picking the right one can get confusing. Some factors to consider to help narrow down those options are: 

• Large Language Model (LLM) 
• Knowledge cutoff 
• Access to the internet 
• Linking to sources 
• Best use cases 

How did I choose these AI chatbots?

To curate the list of best AI chatbots and AI writers, I looked at the capabilities of each program, including the individual uses each program would excel at. As an AI reporter, I was also sure to test each one myself. Other factors I looked at were reliability, availability, and cost. 

• Individual use case: AI chatbots have many use cases, often acting as a tool for productivity and easier workflow. I included a variety that can serve as ideation, education, and content creation tools. 
• Reliability: I kept information accuracy a priority during my testing. 
• Availability : ChatGPT is popular, but not always available. I selected alternatives that don't have a user limit and are available at all times. 
• Cost: Many of these AI programs are free, but some require monthly memberships. I included a mix of both, keeping budget-friendliness in mind. 

What is an AI chatbot?

An AI chatbot (also called AI writer) refers to a type of artificial intelligence-powered program capable of generating written content from a user's input prompt. AI chatbots can write anything from a rap song to an essay upon a user's request. The extent of what each chatbot can write about depends on its capabilities, including whether it is connected to a search engine. 

How do AI chatbots work?

AI chatbots use language models to train the AI to produce human-like responses. Some tools are connected to the web and that capability provides up-to-date information, while others depend solely on the information upon which they are trained. 

How much do AI chatbots cost?

AI chatbot programs vary in cost with some being entirely free and others costing as much as $600 a month. Many like ChatGPT, Copilot, Gemini, and YouChat are free to use. 

What is the difference between an AI chatbot and an AI writer?

The main difference between an AI chatbot and an AI writer is the type of output they generate and their primary function.

In the past, an AI writer was used specifically to generate written content, such as articles, stories, or poetry, based on a given prompt or input. An AI writer's output is in the form of written text that mimics human-like language and structure. On the other hand, an AI chatbot is designed to conduct real-time conversations with users in text or voice-based interactions. The primary function of an AI chatbot is to answer questions, provide recommendations, or even perform simple tasks, and its output is in the form of text-based conversations.

While the terms AI chatbot and AI writer are now used interchangeably by some, the original distinction was that an AI writer was used for generating written content while an AI chatbot was used for conversational purposes. However, with the introduction of more advanced AI technology, such as ChatGPT, the line between the two has become increasingly blurred. Some AI chatbots are now capable of generating text-based responses that mimic human-like language and structure, similar to an AI writer.

Read more about the best tools for your business and the right tools when building your business .

Artificial Intelligence

How i test an ai chatbot's coding ability - and you can too, openai is unveiling new chatgpt features on monday - search engine not included, how to use chatgpt.

New AI chatbot can do students' homework for them

Quebec teachers brace for chatgpt helping students cheat.

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On the first day of class this semester, Laurent Nicolas didn't just go over his course outline.

The English teacher showed his students how ChatGPT — artificial intelligence chat software that has consumed huge quantities of data to generate original, human-like responses — could complete a written assignment in a matter of seconds.

Nicolas, who teaches at Collège André-Grasset, a private college in Montreal, asked ChatGPT to write a gothic poem about rock climbing. The response came moments later:

With every step, my heart beats fast, As I reach for the next hold tight, The echoes of the past, Whisper secrets in the night.

But one of Nicolas's students was already familiar with the bot. He raised his hand and shared that he'd used it to write an essay the previous semester.

Faced with the explosive attention ChatGPT has garnered since it was made publicly available last fall, Quebec teachers are grappling with how to manage — or make the most of — the AI program in their classrooms.

A new frontier for plagiarism

Jeremy Klughaupt, an English teacher at Collège de Maisonneuve, typed some of his essay questions into the program, and was horrified by the result.

In less than a minute, the AI spat out responses comparable with the work some of his students might produce.

Klughaupt said many of his colleagues are "pulling their hair out," unsure how to proceed with their course plans and evaluations. Spotting and dealing with assignments completed by Google Translate was already a challenge. Now, with ChatGPT at his students' fingertips, he worries that the potential for fraud and plagiarism grows as this technology continues to evolve.

"As teachers, a lot of us feel torn between these two roles that we have: to educate and, increasingly, to police students," Klughaupt said.

Teachers in his department are considering abandoning take-home writing assignments. But that is a decision he is not yet prepared to make. Students hone their writing skills when engaged in long-term, immersive projects, which can't all be done in the classroom, he said.

Andrew Piper, professor in the department of languages, literatures and cultures at McGill University, agrees.

"We don't want to just get rid of essay writing," he said on CBC Montreal's Daybreak . "Writing is a fabulous way to figure out what you're trying to say and develop your thoughts and has been for a long stretch of human history."

However, Piper believes the risks go beyond academic integrity. The program's ability to easily generate massive amounts of text, which can be personalized, targeted and convincing, is a cause for concern.

"The problem is, [ChatGPT] doesn't really understand how the world works," said Piper. "It doesn't actually know if something's true. And so in certain cases, that can lead to misinformation…. There's nothing in the system that sort of flags itself."

The Quebec Ministry of Education is assessing the impacts of the technology on student learning and teacher work, especially with regard to ministerial exams. Meanwhile, in New York, ChatGPT is banned in all public schools due to concerns about its impact on learning and with its accuracy.

Harnessing the power of AI

But not all Quebec educators are worried. In fact, some are optimistic about ChatGPT and the possible emergence of AI in the province's schools.

Educators like Walcir Cardoso, professor of linguistics at Concordia University, are hoping teachers harness its power to enhance the quality of education.

Cardoso thinks ChatGPT can be effective in improving students' vocabulary, grammar and pronunciation. Teachers should also consider alternatives to essays like debates and pre-recorded presentations, he said.

As for precautions, Cardoso proposes that teachers test the AI for responses to essay questions. And he suggests students should be free to cite the chatbot for certain assignments, as long as they are transparent.

"If students want to plagiarize, they will, regardless of what is available," said Cordoso.

• Experts and educators say viral AI tool ChatGPT brings challenges
• Curveball or game changer? ChatGPT, AI tools under watch on Canadian campuses

For its part, the Lester B. Pearson School Board is still assessing the opportunities and pitfalls that come with ChatGPT.

"It's very early on in the arrival of this technology to really be sure of what the power of it is and how it can be used effectively in the class," said Mat Canavan, director of education services at Lester B. Pearson School Board.

But he knows that if ignored, "it's going to come back and bite us" due to how quickly ChatGPT can complete an assignment.

Canavan says educators need to adapt and make the most of the tools available to them and their students. This means shifting learning to focus on creativity, voice and process — things the bot can't imitate.

"How do we incorporate artificial intelligence into the work that we're doing to make it so a student can learn deeper?" he said.

"In every instance where there's new technology that comes along, it causes a knee-jerk fear reaction. But it also creates the potential for more evolved and or in depth learning."

ABOUT THE AUTHOR

Joe Bongiorno is a journalist, author and former high school teacher. He has reported for CBC, Canadian Geographic, Maisonneuve, Canada’s National Observer and others.

With files from CBC Montreal's Daybreak

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Do your homework

Are your students using AI bots to do theirs? After all, AI is readily available and capable as we found out

We gave ChatGPT a prompt to ‘write an editorial (300 words) for a readership of teachers on the danger of students using AI bots to do their homework for them’. This what it produced:

Source: © Shutterstock

Could you spot a chemistry homework written by an AI bot?

As teachers, we have all seen the impact that technology can have on the classroom. From smartphones and tablets to educational software and online resources, there are countless tools that can help our students learn and grow. However, there is also a dark side to technology in education, and it is something that we need to be aware of and address.

One of the biggest concerns is the use of AI bots to do students’ homework for them. With the rise of artificial intelligence and the increasing availability of AI-powered tools, it is becoming easier and easier for students to use these bots to complete their assignments without actually learning the material.

We need to make it clear that cheating is unacceptable

On the surface, this may seem like a harmless way for students to save time and effort, but it is actually a serious problem for several reasons. First and foremost, using AI bots to do homework undermines the entire purpose of education. The goal of homework is to reinforce the concepts that students are learning in class, not to simply churn out answers without understanding them. By using AI bots to do their homework, students are cheating themselves out of a valuable learning opportunity.

Furthermore, using AI bots to do homework sets a dangerous precedent. It teaches students that they can take shortcuts and cheat their way through school, rather than putting in the hard work and effort that are necessary for success. This attitude can carry over into other areas of their lives, leading to a lack of motivation and a lack of real-world skills.

As teachers, it is our responsibility to educate our students about the dangers of using AI bots to do their homework. We need to make it clear that cheating is unacceptable and that the only way to truly learn and grow is through hard work and dedication. By taking a strong stance on this issue, we can help our students develop the skills and values that will serve them well throughout their lives. 

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Only registered users can comment on this article., more from opinion.

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JUJI SOLUTION

Cognitive ai for education.

In the form of chatbots, Juji cognitive AI assistants automate high-touch student engagements empathetically.

Deeply personalize learning experiences and boost learning outcomes.

CHATBOT USE CASES

Why juji's better, how it works, cognitive ai learning assistant, ai assistant with human soft skills serves as a student's personal learning companion.

Scientific studies find that both student engagement and learners' personality impact students' online learning experience and outcomes. The challenge is how to engage with each student and deeply personalize their learning experience at scale to boost their learning outcomes.

Juji's cognitive AI assistants can augment learning professionals to scale out student engagement by serving as each student's personal learning companion and aid the lifecycle of learning management: student recruitment , onboarding , learning and assessment and alum engagement .

AI Assistant for Student Recruitment

Engage with prospective students in two-way conversations, answering their inquiries, eliciting their interests and contact, and aiding prospect decision making., main responsibilities.

• answer prospective student FAQs , such as admissions process, financial aid availability, and payment method.
• ask prospects open-ended questions to elicit their interests, needs, and contact to help assess person-program fit and plan follow-up engagements.
• persuade and attract prospects by personalizing recruiting messages and suggesting next steps (e.g., speaking with a human advisor) to facilitate decision making.

Best Practice

To maximize recruiting effectiveness, design your ai assistant to engage with each prospect in a true two-way conversation ..

• actively listening to prospects and answering their inquiries including complex ones .
• elicit prospective student information , such as interests and contact info, for program advocacy or future follow up.
• introduce relevant program/service and guide prospects to recommended actions (e.g., filling in an application) based on inferred student interests.
• monitor KPIs and upkeep the chatbot to keep the organization leadership informed.

CREATE MY OWN

AI Assistant for Student Onboarding

Engage with new students in a two-way conversation, building a deep learner's profile and using the insights to personalize learning experience and retention..

• ask prospects open-ended questions to elicit their learning goals or expectations and build a learner profile.
• answer student FAQs , help them navigate learning resources, and nudge them to start their learning.
• read between the lines to infer students' unspoken needs or learning style to deepen the understanding of each student for better retention.

AI Assistant for Learning and Assessment

Engage with each student in a two-way conversation on demand during the moment of their need or accompanying them as their personal learning companion in the learning process.

• answer student FAQs about learning subjects or course specifics (e.g., assignment deadlines).
• help students practice and assess learned skills to drive compentency-based learning .
• serve as a student's personal tutor and personalize the tutoring based on their unique style and needs.
• ask student questions to elict their feedback. Use the feedback to better assess student progress, facilitate social learning, and help instructors and coaches make informed decisions.

AI Assistant for Alum Engagement

Engage with graduates or alumni in a two-way conversation, staying in touch and encouraging them to continue learning new skills..

• ask graduates open-ended questions to elicit their input, such as the effects of their past learning on their lives and their new learning needs.
• answer alumn FAQs and share relevant alumni information (e.g., learning effects on other alumni).
• persuade and attract alumni to new learning programs and encourage continuous learning.

Why Juji is Better

Achieving the best roi.

AI can transform learning to maximize student success. Powered by super AI , a unique combination of generative AI and cognitive AI , Juji's education solution enables the best-in-class chatbots to aid both students and instructors, aiming at delivering superior user experience and learning outcomes . These chatbots are also faster to build and easier to be integrated with other education applications.

Superior User Experience and Learning Outcomes

Compared to other education chatbots, juji chatbots are superior in delivering engaging experience and optimizing learning outcomes., engaging experience at scale, 24x7.

With active listening skills , Juji chatbots can help educational organizations engage with their audience (e.g., existing or prospect students) 24x7, answering questions and providing just-in-time assistance.

personalized learning

Juji chatbots can also read between the lines to truly understand each student as a unique individual. This enables Juji chatbots to serve as a student's personal learning assistant or an instructor's teaching assistant , to personalize teaching and optimize learning outcomes.

TRY THIS AI CHAT LIVE

Fast to Build

Compared to other chatbot builders, juji's pre-built ai and no-coding chatbot builder enables you to build powerful chatbots for education, rapidly., 50-100x faster.

than any other chatbot builders

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chatbot setup and customization

NO IT RESOURCES REQUIRED.

Easy integration, education chatbots may need to run as part of a learning platform or application (e.g., a mobile learning app). juji supports easy integration of juji chatbots with any learning platforms or apps ., three-step setup dashboard for student insights, three steps to set up, juji studio enables you to build and launch a chatbot for aiding students, instructors, or program admins in three (3) key steps., no coding required..

STEP 1 Design Main Chat Flow

Like creating PowerPoint slides, you can manually define a main chat flow or ask AI to auto-generate one. Each step in the flow is a chatbot-initiated action that is customizable , e.g., informing prospects about the unique qualities of your learning programs.

STEP 2 Set up Chatbot Q&A

Follow this step-to-step guide to enable chatbot Q&A for intended users, e.g., students or instructors. If your chatbot just needs to support Q&A, you can skip STEP 1.

STEP 3 Launch Chatbot

Launch your chatbot whenever you're ready. You can launch it on your website or Facebook Messenger. Use Juji API to integrate a chatbot with an learning platform or a learning app.

GET STARTED NOW

Real-time dashboard for student insights, juji studio provides you with a real-time dashboard to view and interact with user analytics and use the insights to optimize learning outcomes., you can also download the data in a portable format (csv) for further analysis or actions..

User Demographics

Juji automatically aggregates and analyzes demographics data and visualizes the summary. So you can get a quick glance on where users came from and when they interacted with the chatbot.

User Psychographics

Juji analyzes free-text chats and automatically infer user unique characteristics on the fly. Such insights can then be used to deliver personalized learning experience (e.g., suggesting suitable learning method or materials)

Free Until You're Ready to Launch

Build your chatbot free. experience all premier features free. take as long as you need..

How to Build a Bot and Automate your Everyday Work

Most jobs have repetitive tasks that you can automate, which frees up some of your valuable time. This makes automation a key skill to acquire.

A small group of skilled automation engineers and domain experts may be able to automate many of the most tedious tasks of entire teams.

In this article, we'll explore the basics of workflow automation using Python – a powerful and easy to learn programming language. We will use Python to write an easy and helpful little automation script that will clean up a given folder and put each file into its according folder.

Our goal won't be to write perfect code or create ideal architectures in the beginning. We also won't build anything "illegal". Instead we'll look at how to create a script that automatically cleans up a given folder and all of its files.

Table of contents

• Simple Automation
• Public API Automation

API Reverse Engineering

• Ethical Considerations of Automation

Creating a Directory Clean-Up Script

A complete guide to bot creation and automating your everyday work, areas of automation and where to start.

Let's start with defining what kind of automations there are.

The art of automation applies to most sectors. For starters, it helps with tasks like extracting email addresses from a bunch of documents so you can do an email blast. Or more complex approaches like optimizing workflows and processes inside of large corporations.

Of course, going from small personal scripts to large automation infrastructure that replaces actual people involves a process of learning and improving. So let's see where you can start your journey.

Simple Automations

Simple automations allow for a quick and straightforward entry point. This can cover small independent processes like project clean-ups and re-structuring of files inside of directories, or parts of a workflow like automatically resizing already saved files.

Public API Automations

Public API automations are the most common form of automation since we can access most functionality using HTTP requests to APIs nowadays. For example, if you want to automate the watering of your self-made smart garden at home.

To do that, you want to check the weather of the current day to see whether you need to water or if there is rain incoming.

API reverse engineering-based automation is more common in actual bots and the "Bot Imposter" section of the chart in the "Ethical Considerations" section below.

By reverse-engineering an API, we understand the user flow of applications. One example could be the login into an online browser game.

By understanding the login and authentication process, we can duplicate that behaviour with our own script. Then we can create our own interface to work with the application even though they don't provide it themselves.

Whatever approach you're aiming at, always consider whether it's legal or not.

You don't want to get yourself into trouble, do you? ?

Ethical Considerations

Some guy on GitHub once contacted me and told me this:

“Likes and engagement are digital currency and you are devaluing them.”

This stuck with me and made me question the tool I've built for exactly that purpose.

The fact that these interactions and the engagement can be automated and “faked” more and more leads to a distorted and broken social media system.

People who produce valuable and good content are invisible to other users and advertisement companies if they don’t use bots and other engagement systems. A friend of mine came up with the following association with Dante’s “Nine Circles of Hell” where with each step closer to becoming a social influencer you get less and less aware of how broken this whole system actually is.

I want to share this with you here since I think it's an extremely accurate representation of what I witnessed while actively working with Influencers with InstaPy.

Level 1: Limbo - If you don’t bot at all Level 2: Flirtation - When you manually like and follow as many people as you can to get them to follow you back / like your posts Level 3: Conspiracy - when you join a Telegram group to like and comment on 10 photos so the next 10 people will like and comment on your photo Level 4: Infidelity - When you use a low-cost Virtual Assistant to like and follow on your behalf Level 5: Lust - When you use a bot to give likes, and don’t receive any likes back in return (but you don’t pay for it - for example, a Chrome extension) Level 6: Promiscuity - When you use a bot to Give 50+ likes to Get 50+ likes, but you don’t pay for it - for example, a Chrome extension Level 7: Avarice or Extreme Greed - When you use a bot to Like / Follow / Comment on between 200–700 photos, ignoring the chance of getting banned Level 8: Prostitution - When you pay an unknown 3rd party service to engage in automated reciprocal likes / follows for you, but they use your account to like / follow back Level 9: Fraud / Heresy - When you buy followers and likes and try to sell yourself to brands as an influencer

The level of botting on social media is so prevalent that if you don’t bot, you will be stuck in Level 1, Limbo , with no follower growth and low engagement relative to your peers.

In economic theory, this is known as a prisoner's dilemma and zero-sum game . If I don’t bot and you bot, you win. If you don’t bot and I bot, I win. If no one bots, everyone wins. But since there is no incentive for everyone not to bot, everyone bots, so no one wins.

Be aware of this and never forget the implications this whole tooling has on social media.

We want to avoid dealing with ethical implications and still work on an automation project here. This is why we will create a simple directory clean-up script that helps you organise your messy folders.

We now want to look at a quite simple script. It automatically cleans up a given directory by moving those files into according folders based on the file extension.

So all we want to do is this:

Setting up the Argument Parser

Since we are working with operating system functionality like moving files, we need to import the os library. In addition to that, we want to give the user some control over what folder is cleaned up. We will use the argparse library for this.

After importing the two libraries, let's first set up the argument parser. Make sure to give a description and a help text to each added argument to give valuable help to the user when they type --help .

Our argument will be named --path . The double dashes in front of the name tell the library that this is an optional argument. By default we want to use the current directory, so set the default value to be "." .

This already finishes the argument parsing section – it's quite simple and readable, right?

Let's execute our script and check for errors.

Once executed, we can see the directory name being printed to the console, perfect. Let's now use the os library to get the files of the given path.

Getting a list of files from the folder

By using the os.listdir(path) method and providing it a valid path, we get a list of all the files and folders inside of that directory.

After listing all elements in the folder, we want to differentiate between files and folders since we don't want to clean up the folders, only the files.

In this case, we use a Python list comprehension to iterate through all the elements and put them into the new lists if they meet the given requirement of being a file or folder.

As always, let's make sure that our users get feedback. So add a print statement that gives the user an indication about how many files will be moved.

After re-executing the python script, we can now see that the /test folder I created contains 60 files that will be moved.

Creating a folder for every file extension

The next and more important step now is to create the folder for each of the file extensions. We want to do this by going through all of our filtered files and if they have an extension for which there is no folder already, create one.

The os library helps us with more nice functionality like the splitting of the filetype and path of a given document, extracting the path itself and name of the document.  

The break statement at the end of the code above makes sure that our terminal does not get spammed if our directory contains dozens of files.

Once we've set this up, let's execute our script to see an output similar to this:

We can now see that the implementation above splits off the filetype and then extracts the parts from the full path.

Since we have the filetype now, we can check if a folder with the name of this type already exists.

Before we do that, we want to make sure to skip a few files. If we use the current directory "." as the path, we need to avoid moving the python script itself. A simple if condition takes care of that.

In addition to that, we don't want to move Hidden Files , so let's also include all files that start with a dot. The .DS_Store file on macOS is an example of a hidden file.

Once we've taken care of the python script and hidden files, we can now move on to creating the folders on the system.

In addition to our check, if the folder already was there when we read the content of the directory, in the beginning, we need a way to track the folders we've already created. That was the reason we declared the created_folders = [] list. It will serve as the memory to track the names of folders.

To create a new folder, the os library provides a method called os.mkdir(folder_path) that takes a path and creates a folder with the given name there.

This method may throw an exception, telling us that the folder already exists. So let's also make sure to catch that error.

After setting up the folder creation, let's re-execute our script.

On the first run of execution, we can see a list of logs telling us that the folders with the given types of file extensions have been created.

Moving each file into the right subfolder

The last step now is to actually move the files into their new parent folders.

An important thing to understand when working with os operations is that sometimes operations can not be undone. This is, for example, the case with deletion. So it makes sense to first only log out the behavior our script would achieve if we execute it.

This is why the os.rename(...) method has been commented here.

After executing our script and seeing the correct logging, we can now remove the comment hash before our os.rename() method and give it a final go.

This final execution will now move all the files into their appropriate folders and our directory will be nicely cleaned up without the need for manual actions.

In the next step, we could now use the script we created above and, for example, schedule it to execute every Monday to clean up our Downloads folder for more structure.

That is exactly what we are creating as a follow-up inside of our Bot Creation and Workflow Automation Udemy course .

Felix and I built an online video course to teach you how to create your own bots based on what we've learned building InstaPy and his Travian-Bot . In fact, he was even forced to take down since it was too effective.

Join right in and start learning .

If you have any questions or feedback, feel free to reach out to us on Twitter or directly in the discussion section of the course ?

Passionate learner and developer interested in automation. Uses Scratch to teach coding to kids in workshops at a local city library. Open Source enthusiast. Creator of InstaPy.

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