The Ultimate Guide to AI Essay Writing

The Ultimate Guide to AI Essay Writing

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ai writing essay reddit

Laura Jane Bradbury

There are several aspects of essay writing that many students can struggle with. In particular, seven common problems make it more stressful than it needs to be. From staying within the word limit, to formulating a thesis statement and creating an engaging hook.

As a writer, I'm used to working with article briefs similar to student assignments. We both must follow word counts, avoid plagiarism in our research, and create powerful introductions that grab our readers' attention.

Here are six tips to help make the essay writing process easier.

Write better essays with AI > Write better essays with AI >

writing a thesis statement with AI

1. Create a stronger thesis statement using AI

A thesis statement helps you stay on-track with your essay’s overall aim. It’s a brief statement that summarizes what your essay is about and what readers can expect. For example, are you exploring different ideas, making an argument, explaining something in detail? 

Follow these steps to write a strong thesis statement: 

  • Identify and research your essay topic — find a particular angle that interests you.
  • Ask a research question that encourages you to explore your topic in more detail. 
  • Use your initial thoughts or theories to answer your question. This will be your working thesis. 
  • Research your question and working thesis. Look through trustworthy sources to evaluate your thesis’ strengths and weaknesses.
  • Refine your thesis. Your research may have altered your opinion or created a new angle.

Wordtune’s AI capabilities can refine your statement through eliminating unnecessary words.

Read the full article: How to Write a Better Thesis Statement Using AI 

2. apply “smart hacks” to boost your word count.

In addition to being too long, essays can also be too short. I know how frustrating it is when you have explained everything you wanted to, but are still 200 words under the word count.

Before you add filler words or rewrite the same content in different sections of your essay, apply these smart hacks to your copy:

  • Add examples: Examples can illustrate a point and make it easier to understand. They’re particularly useful for explaining complex academic and technical information.
  • Use quotes and references: Find valuable quotes and references that can support your essay’s argument.
  • Extend your introduction and conclusion: This is where you can add free flowing paragraphs without needing to validate sentences with references, sources, and quotes. Consider adding detail on what inspired you to explore your topic, or reiterate the key takeaway from your essay. You can also share personal experiences and research findings to introduce or close your topic where appropriate.
  • Use an AI writing tool: AI tools such as Wordtune can generate text. While reading through your essay, you may find that some paragraphs or points could be expanded. Paste your words into Wordtune Editor, and click “Continue Writing” under “Spices'' for ideas on additional text you can include.

Read the full article: 10 Ways to Increase Your Essay Word Count (AI Included)

3. hook your readers in your opening sentence.

The pressure to deliver a unique and attention-grabbing hook can make your opening sentence the hardest to craft.

Before brainstorming, ensure you have performed in-depth research and that you understand your essay’s tone and audience. 

Your research may uncover facts and arguments that can guide your hook, such as a shocking statistic or discovery. In addition, your intended audience will impact the tone you should use and how you should introduce readers to your essay. For instance, sharing a joke or a light-hearted anecdote will likely be too casual for a serious argumentative essay.

Some of the most-effective ways to create an enticing hook include:

  • Shocking statistics : These are facts that will surprise your readers.
  • Bold claim : This is a claim that your readers don’t necessarily already accept as fact, or that they may not even have heard of. 
  • Storytelling/anecdote: Stories can help your readers connect with your topic and you as the author.
  • Questions: Asking a question can spark curiosity. An interesting question can encourage people to read your essay to find out the answer.
  • Description: This is a unique and specific description of something (a person, event, time period, etc.) that relates to the argument you’re making in your essay.

Read the full article: Essay Hook Examples That Grab Attention (Formula For Better Grades)  

4. look at examples of explanatory essays.

When in doubt, examples can be your best friend. Especially if you are writing an explanatory essay, as there are many different subtypes. 

Explanatory essays examine a topic or situation in detail. You as the author provide evidence and facts to explain why something happened, why something works, or what something is. The essay must have an objective perspective, and the facts must speak for themselves.

The different types of explanatory essays include:

  • How-tos: Step-by-step instructions on how to do something.
  • Problem and solution: Explaining a problem and providing a solution.
  • Chronology: Detailing something’s history or backstory in chronological order.
  • Cause-and-effect analysis: Examining a phenomenon to explain what caused it and what it influenced.

Because of the various explanatory sub-types, it helps to look at different examples to decide which style works best for your subject. Looking at examples also gives you an idea of how to structure your essay and present your arguments effectively.

Read the full article: 7+ Explanatory Essay Examples That Get the Best Grades  

5. use ai to avoid plagiarism.

While there are several ways to avoid plagiarism, including expressing your research and findings in your own words and citing your sources, Wordtune can also help you. The AI technology produces text not written anywhere else on the internet — see for yourself by copying Wordtune’s generated text into search engines such as Google. 

Accidental plagiarism can make your work look less credible and unprofessional. In addition to making your research look underdeveloped, not referencing your sources correctly can suggest you’re trying to pass off other people’s ideas as your own. With the right tools, however, you can avoid this critical essay mistake.

Read the full article: 9 Steps to Avoid Plagiarism As a Student (Including Using AI)

6. break persuasive essays into manageable chunks.

Persuasive essays use research and logic to persuade the reader of your opinion on a particular subject. In some ways, this article is persuasive because I use research and examples to persuade (or at least encourage) you to practice these essay writing methods. 

If writing an argument intimidates you, this five-step list will break your essay into manageable chunks, making it easier to write.

  • Identify a topic or issue that is arguable from more than one position . You must form an opinion and not argue a simple fact. Find a topic that has multiple theories and no conclusive evidence, such as “Is animal testing ethical?” or “Should students still study Shakespeare?”
  • Use research to create your thesis (follow the steps mentioned earlier).
  • Find evidence to back up your thesis . Double-check sources for credibility and try to spot missing information that could impact your argument.
  • Address opposing ideas others may hold . Use search engines such as Google to research opposite arguments. For instance, if I believe animal testing is not ethical, I can research “Why animal testing is ethical” to find other theories. To respecfully show different opinions, first acknowledge the opposing view and evidence. Then, share your argument and provide logical evidence as to why your argument is the correct one.
  • Create a convincing conclusion . Rather than repeating what you’ve already said, draw from the arguments you’ve made and point out how they logically prove your thesis.

Read the full article: How to Write a Persuasive Essay (This Convinced My Professor!)  

A successful essay formula.

Essays contain a lot of ingredients. From deciding on the right hook, to staying in line with the word count. But with the right tools — such as AI — and the use of smart hacks, you can create an effective formula that will make the essay writing process much easier.

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AI for Essay Writing — Exploring Top 10 Essay Writers

Sumalatha G

Table of Contents

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

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

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

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

What is essay writing?

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

What is an AI essay writer?

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

Why should researchers use AI essay generators?

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

1. Saves time

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

2. Boosts productivity

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

3. Enhances writing skills — Vocabulary and Style

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

4. Reduces stress

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

5. Facilitates multidisciplinary research

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

6. Cost-effective

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

The Top AI Essay Writing Tools and Their Features

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

1. PerfectEssayWriter.ai

Perfect-Essay-Writer-AI

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

How does PerfectEssayWriter work?

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

2. Essaybot - Personalized AI writing

Essaybot

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

How does Essaybot work?

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

3. FreeEssayWriter.net

FreeEssayWriter.net

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

How does FreeEssayWriter.net work?

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

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

4. MyEssayWriter

MyEssayWriter

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

How does MyEssay Writer work?

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

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

5. College Essay AI

College-Essay-AI

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

How does the College Essay AI generator work?

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

6. Jasper AI

Jasper-AI

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

How does Jasper AI work?

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

7. Textero AI

Textero-AI

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

How does Textero AI work?

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

8. Quillbot

Quillbot

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

How does Quillbot Paraphraser work?

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

9. SciSpace Paraphraser

SciSpace-Paraphraser

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

How does SciSpace Paraphrasing work?

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

10. ChatGPT

ChatGPT

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

How does ChatGPT work?

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

Concluding!

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

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

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

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

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

1. Free Essay Writer AI

2. College Essay AI

3. My Essay Writer

4. Textero AI

5. Perfect Essay Writer

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

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

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

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

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AI Essay Writer Tools Explained

AI Essay Writer Tools Explained

3-minute read

  • 17th August 2023

Being a student can be hard. Often, you have multiple tight deadlines on top of your nonacademic commitments. Using AI essay writer tools can be tempting, but you may be worried about doing so. This blog will explain AI essay writing tools, some of the benefits and pitfalls of using them in your writing, and ways you can make the most of them. 

What Are AI Essay Writer Tools? 

AI essay writer tools use AI specifically designed to write an academic essay. They can help you generate ideas and phrase your ideas clearly and suggest improvements to grammar, punctuation, and style. Many AI essay writer tools are available, including ChatGPT, Jasper, and Rytr. 

The Benefits of AI Essay Writer Tools 

Whatever your opinion on AI generators, they have some benefits, the main one being that they can help you speed up your writing process. For any essay you write, you need to take numerous steps: idea generation, research, writing, editing, proofreading, and so on. Each of these takes considerable time, but AI essay writer tools can take on some of the burden and help you push through faster. 

What You Need to Watch Out For 

Despite these benefits, you need to watch out for a few things, notably AI detectors and grammatical correctness. 

An AI generator work s by using prewritten responses and patterns learned from the data on which it has been trained to answer your input. Using AI detectors, many universities have started checking whether a student is using AI to write their essays. In simple terms, AI detectors look for patterns in the writing. If you’re using AI to write essays without any human input, your work will likely be flagged by AI detectors. 

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You’ll also need to edit AI-generated content carefully. AI is only as good as the data it is trained on and usually falls short in understanding context, sarcasm, and irony. It also isn’t entirely reliable when checking for grammar, punctuation, and syntax errors. So you still need to edit and proofread your work before submitting it for grading. 

How You Can Make the Most of These Tools

Ideally, you should use AI to support your writing, not to replace your own entirely. The best way to use AI is to have it generate ideas and outline your writing but to do the writing and editing yourself. That way, you can speed up your process, but you’ve still reviewed and fact-checked your writing, and most importantly, all the ideas are your own. 

Want to Make Sure Your Content Is Error-Free?

If you want to ensure that your writing is grammatically correct, why not use an expert editor and proofreader? Proofed’s team of expert editors can help you create accurate essays. Explore our student proofreading services when you’re ready to see what we can do for you. 

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Students Are Using AI to Write Their Papers, Because Of Course They Are

Claire Woodcock

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University students recruit AI to write essays for them. Now what?

Teachers need to work harder to get students to write and think for themselves.

Feature As word of students using AI to automatically complete essays continues to spread, some lecturers are beginning to rethink how they should teach their pupils to write.

Writing is a difficult task to do well. The best novelists and poets write furiously, dedicating their lives to mastering their craft. The creative process of stringing together words to communicate thoughts is often viewed as something complex, mysterious, and unmistakably human. No wonder people are fascinated by machines that can write too.

Unlike humans, language models don't procrastinate and create content instantly with a little guidance. All you need to do is type a short description, or prompt, instructing the model on what it needs to produce, and it'll generate a text output in seconds. So it should come as no surprise students are now beginning use these tools to complete school work.

Students are the perfect users: They need to write often, in large volumes, and are internet savvy. There are many AI-writing products to choose from that are easy to use and pretty cheap too. All of them lure new users with free trials, promising to make them better writers.

ai writing essay reddit

Monthly subscriptions for the most popular platform, Jasper, costs $40 per month to generate 35,000 words. Others, like Writesonic or Sudowrite, are cheaper at $10 per month for 30,000 words. Students who think they can use these products and get away with doing zero work, however, will probably be disappointed.

And then there's ChatGPT ...

Although AI can generate text with perfect spelling, great grammar and syntax, the content often isn't that good beyond a few paragraphs. The writing becomes less coherent over time with no logical train of thought to follow. Language models fail to get their facts right – meaning quotes, dates, and ideas are likely false. Students will have to inspect the writing closely and correct mistakes for their work to be convincing.

Prof: AI-assisted essays 'not good'

Scott Graham, associate professor at the Department of Rhetoric & Writing at the University of Texas at Austin, tasked his pupils with writing a 2,200-word essay about a campus-wide issue using AI. Students were free to lightly edit and format their work with the only rule being that most of the essay had to be automatically generated by software.

In an opinion article on Inside Higher Ed, Graham said the AI-assisted essays were "not good," noting that the best of the bunch would have earned a C or C-minus grade. To score higher, students would have had to rewrite more of the essay using their own words to improve it, or craft increasingly narrower and specific prompts to get back more useful content.

"You're not going to be able to push a button or submit a short prompt and generate a ready-to-go essay," he told The Register .

The limits of machine-written text forces humans to carefully read and edit copy. Some people may consider using these tools as cheating, but Graham believes they can help people get better at writing.

Don't waste all your effort on the first draft....

"I think if students can do well with AI writing, it's not actually all that different from them doing well with their own writing. The main skills I teach and assess mostly happen after the initial drafting," he said.

"I think that's where people become really talented writers; it's in the revision and the editing process. So I'm optimistic about [AI] because I think that it will provide a framework for us to be able to teach that revision and editing better.

"Some students have a lot of trouble sometimes generating that first draft. If all the effort goes into getting them to generate that first draft, and then they hit the deadline, that's what they will submit. They don't get a chance to revise, they don't get a chance to edit. If we can use those systems to speed write the first draft, it might really be helpful," he opined.

Whether students can use these tools to get away with doing less work will depend on the assignment. A biochemistry student claimed on Reddit they got an A when they used an AI model to write "five good and bad things about biotech" in an assignment, Vice reported .

AI is more likely to excel at producing simple, generic text across common templates or styles.

Listicles, informal blog posts, or news articles will be easier to imitate than niche academic papers or literary masterpieces. Teachers will need to be thoughtful about the essay questions they set and make sure students' knowledge are really being tested, if they don't want them to cut corners.

Ask a silly question, you'll get a silly answer

"I do think it's important for us to start thinking about the ways that [AI] is changing writing and how we respond to that in our assignments -- that includes some collaboration with AI," Annette Vee, associate professor of English and director of the Composition Program at the University of Pittsburgh, told us.

"The onus now is on writing teachers to figure out how to get to the same kinds of goals that we've always had about using writing to learn. That includes students engaging with ideas, teaching them how to formulate thoughts, how to communicate clearly or creatively. I think all of those things can be done with AI systems, but they'll be done differently."

The line between using AI as a collaborative tool or a way to cheat, however, is blurry. None of the academics teaching writing who spoke to The Register thought students should be banned from using AI software. "Writing is fundamentally shaped by technology," Vee said.

"Students use spell check and grammar check. If I got a paper where a student didn't use these, it stands out. But it used to be, 50 years ago, writing teachers would complain that students didn't know how to spell so they would teach spelling. Now they don't."

Most teachers, however, told us they would support regulating the use of AI-writing software in education. Anna Mills, who teaches students how to write at a community college in the Bay Area, is part of a small group of academics beginning to rally teachers and professional organizations like the Modern Language Association into thinking about introducing new academic rules.

Critical thinking skills

Mills said she could see why students might be tempted to use AI to write their essays, and simply asking teachers to come up with more compelling assessments is not a convincing solution.

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"We need policies. These tools are already pretty good now, and they're only going to get better. We need clear guidance on what's acceptable use and what's not. Where is the line between using it to automatically generate email responses and something that violates academic integrity?" she asked The Register .

"Writing is just not outputs. Writing and revising is a process that develops our thinking. If you skip that, you're going to be skipping that practice which students need.

"It's too tempting to use it as a crutch, skip the thinking, and skip the frustrating moments of writing. Some of that is part of the process of going deeper and wrestling with ideas. There is a risk of learning loss if students become dependent and don't develop the writing skills they need."

Mills was particularly concerned about AI reducing the need for people to think for themselves, considering language models carry forward biases in their training data. "Companies have decided what to feed it and we don't know. Now, they are being used to generate all sorts of things from novels to academic papers, and they could influence our thoughts or even modify them. That is an immense power, and it's very dangerous."

Lauren Goodlad, professor of English and Comparative Literature at Rutgers University, agreed. If they parrot what AI comes up with, students may end up more likely to associate Muslims with terrorism or mention conspiracy theories, for example.

Computers are alredy interfering and changing the ways we write. Goodlad referred to one incident when Gmail suggested she change the word "importunate" to "impatient" in an email she wrote.

"It's hard to teach students how to use their own writing as a way to develop their critical thinking and as a way to express knowledge. They very badly need the practice of articulating their thoughts in writing and machines can rob them of this. If people really do end up using these things all the way through school, if that were to happen it could be a real loss not just for the writing quality but for the thinking quality of a whole generation," she said.

Rules and regulation

Academic policies tackling AI-assisted writing will be difficult to implement. Opinions are divided on whether sentences generated by machines count as plagiarism or not. There is also the problem of being able to detect writing produced by these tools accurately. Some teachers are alarmed at AI's growing technical capabilities, whilst others believe its overhyped. Some are embracing the technology more than others.

Marc Watkins, lecturer, and Stephen Monroe, chair and assistant professor of writing and rhetoric, are working on building an AI writing pilot programme with the University of Mississippi's Academic Innovations Group. "As teachers, we are experimenting, not panicking," Monroe told The Register .

"We want to empower our students as writers and thinkers. AI will play a role… This is a time of exciting and frenzied development, but educators move more slowly and deliberately… AI will be able to assist writers at every stage, but students and teachers will need tools that are thoughtfully calibrated."

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Teachers are getting together and beginning to think about these tools, Watkins added. "Before we have any policy about the use of language models, we need to have sustained conversations with students, faculty, and administration about what this technology means for teaching and learning."

"But academia doesn't move at the pace of Big Tech. We're taking our time and slowly exploring. I don't think faculty need to be frightened. It's possible that these tools will have a positive impact on student learning and advancing equity, so let's approach AI assistants cautiously, but with an open mind."

Regardless of what policies universities may decide to implement in the future, AI presents academia with an opportunity to improve education now. Teachers will need to adapt to the technology if they want to remain relevant, and incentivise students to learn and think on their own with or without assistance from computers. ®

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Caktus AI: How to use the ChatGPT alternative that can write essays for you

Fionna Agomuoh

Caktus AI is a ChatGPT alternative that has piqued the interest of many people across the web, with approximately 1.1 million users having accessed the service since the beginning of 2023. It’s not quite as popular as ChatGPT , but it has a unique take on AI-generated content.

What is Caktus AI?

How to use caktus ai, what can you do with caktus ai, can caktus ai write essays, do you have to pay for caktus ai, who owns caktus ai.

The student-focused tool has taken AI content creation up a notch with features that haven’t been seen on other services. The brand also offers a number of additional writing generators and several other tools in a myriad of unique categories. Here’s what you need to know about Caktus AI.

Caktus AI is a content-generation tool with several different options beyond writing. Its creators call it an “academic curated search engine,” as it provides content for several different topics including STEM (science, technology, engineering, and mathematics) and studying, as well as coding and professional services. It is being compared to ChatGPT due to how its essay writer, paragraph writer, and other writing tools work. It might also be able to better evade AI plagiarism detection than its competitor, and has the ability to add citation sources to essays.

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The additional tools included in Caktus AI make the service much more comprehensive than ChatGPT or many other AI generators .

Caktus AI works similarly to AI generators like Jasper AI in that you can input a text prompt into your desired service and the chatbot will generate content for you. You will need to register an account to access its features. Unlike many other services that often allow you to use your Google, Apple, or Microsoft accounts as a login, you will have to manually create a username and password.

You should take a look at the company’s terms of service before signing up because the free trial for Caktus AI appears to be over, and there is no easy way to access your account unless you decide to pay for the Premium service.

Caktus AI has several functions. You can use it for a number of writing tasks, in addition to coding and professional development, among others. Many people have noted that Ted Talk to essay and YouTube to essay are some of the more interesting functions of Caktus AI. The latter, for example, can help you use a YouTube video to develop a script of your own.

Because the product is separated into different sections, it helps you navigate the prompts you would have to input into the AI generator to get the content you need.

Caktus AI provides several different topics within each section so you can zero in on your desired function, including writing, coding, career, studying, STEM, fun, arts, and science. You can preview many of the different special interest generators available on the dashboard before you log in and register.

Some of the top coding scripts available on Caktus AI include Python writer, Java writer, C# writer, Javascript writer, Go writer, and Typescript writer. For example, you can input C reate code for a racing game into the Javascript writer, and it will generate a unique code that you can use to build an app. There is also an option that will explain how the code works.

Caktus AI also offers language tutors for Spanish, Italian, Russian, Japanese, French, and Arabic, as well as a Mandarin answerer.

The STEM section of Caktus AI features several science, math, and business-based generators, including a general problem solver, a present value calculator, a derivative calculator, an integral calculator, a chemical analyzer, and a geology tutor.

Some of the more lighthearted uses for Caktus AI include generating class absence excuses, love letters, songs, captions, and text responses. You can also create flashcards for studying and use the citation generator separately from the essay writer.

Yes, Caktus AI can generate essays. The Caktus AI essay generator works a little differently than what many people might be accustomed to with ChatGPT. This product has its various services separated by topic, which can simplify inputting prompts because the service already knows you want an essay.

Unlike ChatGPT, for which you must indicate that you need a 50-word, 200-word, or 500-word essay on a certain topic for optimal results , Caktus AI can begin generating content with more of a keyword-style prompt or a more general statement query.

Since the essay generator is directed toward students, it produces only a set amount of content before allowing you to proceed by pressing the W rite more button. This then brings up a C itation selector , which allows you to choose a source that it will use to create additional content and then cite that source in your AI-generated essay.

Yes, you have to pay to use Caktus AI. There is currently no free or trial tier of the product. Clicking on any of the services on the dashboard will take you to a signup page. If you register for an account, you’ll be directed to subscribe to the service. A Caktus AI subscription goes for $10 per month, and according to its terms and services, canceling the service might be a bit of a challenge.

It appears that there was previously a free trial of Caktus AI, which offered 5,000 characters at no charge. The Premium version of the AI service previously offered a two-day free trial, according to Blogger’s Grotto . Reddit users have noted that these free options have disappeared in recent days in favor of the solely subscription-based service.

Caktus AI was co-founded by Harrison Leonard and Tao Zhang  in May 2022.

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Fionna Agomuoh

The introduction of Custom GPTs was one of the most exciting additions to ChatGPT in recent months. These allow you to craft custom chatbots with their own instructions and data by feeding them documents, weblinks, and more to make sure they know what you need and respond how you would like them to.

But you don't have to make your own Custom GPT if you don't want to. Indeed, there are tens of thousands of Custom GPTs already made by engineers around the world, and many of them are very impressive.

Sending images as prompts to ChatGPT is still a fairly new feature, but in my own testing, it works fine most of the time. However, someone's just found an image that ChatGPT can't seem to handle, and it's definitely not what you expect.

The image, spotted by brandon_xyzw on X (formerly Twitter), presents some digital noise. It's nothing special, really -- just a black background with some vertical lines all over it. But if you try to show it to ChatGPT, the image breaks the chatbot each and every time, without fail.

There are Funko Pop! figures for just about every character imaginable, but now you can make one of yourself. In fact, there's an easy way to generate a Funko Pop! figurine avatar of yourself in Microsoft Designer with just a few prompts.

The fun started over the weekend when people began sharing on social media their Funko Pop! figurine avatars, which they generated after inputting parameters into this prompt engine. You do have to be registered and signed into Microsoft Designer to use the prompt. Microsoft's free AI design tool allows users to access AI to assist with a number of creative projects.

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Now AI can write students’ essays for them, will everyone become a cheat?

Rob Reich

Teachers and parents can’t detect this new form of plagiarism. Tech companies could step in – if they had the will to do so

P arents and teachers across the world are rejoicing as students have returned to classrooms. But unbeknownst to them, an unexpected insidious academic threat is on the scene: a revolution in artificial intelligence has created powerful new automatic writing tools. These are machines optimised for cheating on school and university papers, a potential siren song for students that is difficult, if not outright impossible, to catch.

Of course, cheats have always existed, and there is an eternal and familiar cat-and-mouse dynamic between students and teachers. But where once the cheat had to pay someone to write an essay for them, or download an essay from the web that was easily detectable by plagiarism software, new AI language-generation technologies make it easy to produce high-quality essays.

The breakthrough technology is a new kind of machine learning system called a large language model. Give the model a prompt, hit return, and you get back full paragraphs of unique text. These models are capable of producing all kinds of outputs – essays, blogposts, poetry, op-eds, lyrics and even computer code.

Initially developed by AI researchers just a few years ago, they were treated with caution and concern. OpenAI, the first company to develop such models, restricted their external use and did not release the source code of its most recent model as it was so worried about potential abuse. OpenAI now has a comprehensive policy focused on permissible uses and content moderation.

But as the race to commercialise the technology has kicked off, those responsible precautions have not been adopted across the industry. In the past six months, easy-to-use commercial versions of these powerful AI tools have proliferated, many of them without the barest of limits or restrictions.

One company’s stated mission is to employ cutting edge-AI technology in order to make writing painless. Another released an app for smartphones with an eyebrow-raising sample prompt for a high schooler: “Write an article about the themes of Macbeth.” We won’t name any of those companies here – no need to make it easier for cheaters – but they are easy to find, and they often cost nothing to use, at least for now. For a high school pupil, a well written and unique English essay on Hamlet or short argument about the causes of the first world war is now just a few clicks away.

While it’s important that parents and teachers know about these new tools for cheating, there’s not much they can do about it. It’s almost impossible to prevent kids from accessing these new technologies, and schools will be outmatched when it comes to detecting their use. This also isn’t a problem that lends itself to government regulation. While the government is already intervening (albeit slowly) to address the potential misuse of AI in various domains – for example, in hiring staff, or facial recognition – there is much less understanding of language models and how their potential harms can be addressed.

copy of hamlet

In this situation, the solution lies in getting technology companies and the community of AI developers to embrace an ethic of responsibility. Unlike in law or medicine, there are no widely accepted standards in technology for what counts as responsible behaviour. There are scant legal requirements for beneficial uses of technology. In law and medicine, standards were a product of deliberate decisions by leading practitioners to adopt a form of self-regulation. In this case, that would mean companies establishing a shared framework for the responsible development, deployment or release of language models to mitigate their harmful effects, especially in the hands of adversarial users.

What could companies do that would promote the socially beneficial uses and deter or prevent the obviously negative uses, such as using a text generator to cheat in school?

There are a number of obvious possibilities. Perhaps all text generated by commercially available language models could be placed in an independent repository to allow for plagiarism detection. A second would be age restrictions and age-verification systems to make clear that pupils should not access the software. Finally, and more ambitiously, leading AI developers could establish an independent review board that would authorise whether and how to release language models, prioritising access to independent researchers who can help assess risks and suggest mitigation strategies, rather than speeding toward commercialisation.

After all, because language models can be adapted to so many downstream applications, no single company could foresee all the potential risks (or benefits). Years ago, software companies realised that it was necessary to thoroughly test their products for technical problems before they were released – a process now known in the industry as quality assurance. It’s high time tech companies realised that their products need to go through a social assurance process before being released, to anticipate and mitigate the societal problems that may result.

In an environment in which technology outpaces democracy, we need to develop an ethic of responsibility on the technological frontier. Powerful tech companies cannot treat the ethical and social implications of their products as an afterthought. If they simply rush to occupy the marketplace, and then apologise later if necessary – a story we’ve become all too familiar with in recent years – society pays the price for others’ lack of foresight.

Rob Reich is a professor of political science at Stanford University. His colleagues, Mehran Sahami and Jeremy Weinstein, co-authored this piece. Together they are the authors of System Error: Where Big Tech Went Wrong and How We Can Reboot

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

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

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

Prompt #1, The Common App:

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Prompt #2: University of Wisconsin-Madison supplemental essay

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

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

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

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

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

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

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

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

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

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

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

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

Emma Whitford

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Review of the Best AI Writers for Your Essay Assignments

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AI writer

Sometimes you need extra help to write your essay. Sometimes it can be not even a human help. And it is totally fine. For the last several years, AI writers have become loyal supporters of all the different types of academic papers.

We have created this review to ease your search for the best AI writers. Discover 3 services that can help you finish even the most complex academic writing assignments.

Papertyper.net was created a long time ago by an experienced website developer with the goal of making academic writing easy and accessible for everyone. Thousands of students around the world use this website to speed up and simplify the essay writing process. The creator gathered the best developers and writers on her team to make this website easy to use.

You don’t have to be tech-savvy to use this platform; everything is easy to find, and the tools are also intuitive. Website tools can be helpful for those who aren’t familiar with academic writing standards. These tools could even replace a writing tutor if you use them wisely. That said, you can also order a paper from one of the qualified writers who work there if you need assistance from a real writer.

This company has a positive online presence; you can read reviews about it on SiteJabber and TrustPilot. Additionally, you can look through the user testimonials on the home page to read what other users have to say about this service. The tools are also 100% safe to use because the website protects your personal information.

What Tools Are Available?

Students can now write academic papers faster by using the following essential writing tools:

  • Essay Typer. This AI essay writer tool can help you quickly brainstorm ideas and research topics.
  • Plagiarism Checker. The tool generates a complete report with any traces of plagiarism it finds, ensuring that your work is original.
  • Grammar Checker. This tool detects mistakes in grammar, spelling, punctuation, and more to make sure your paper is perfect. It focuses not only on correcting obvious mistakes but also on improving the overall flow of your writing.
  • Citation Generator. This tool simplifies the time-consuming process of formatting your reference list. No matter what formatting style you need — MLA, APA, Chicago, etc.— the tool can help you.

You can also get the best results from Knowledge Bank. It is an online database that gathers relevant data about the essential rules for research and academic writing. It only has up-to-date, useful information about essay writing. All study materials are categorized to make it easier to find the necessary information. Students can learn more effectively from these articles, infographics, and tutorials.

The creator also made sure that students would enjoy using this website by implementing the following features:

  • The tools gather information from academic databases that are full of reliable, up-to-date sources using smart search algorithms. This is a guarantee of the accuracy and reliability of the information you get.
  • The in-depth reports that the grammar and plagiarism checkers generate give you the chance to learn from your mistakes and rewrite your papers from scratch.
  • All tools and features are available to you at all times, giving you the freedom to use them however you see fit. You decide how many checking and editing sessions to do; it is free.

When you look closer, though, you will realize that each of these features essentially complements the main tool of this website – Essay Typer. So, let’s find out how to use this tool and get maximum benefits from it.

Guide to Using AI Essay Typer

Essay Typer is an excellent choice when it comes to writing an essay with AI algorithms. You can use the basic version for free without registration. It lets you easily generate a high-quality paper from a topic or some keywords. Students who are in a rush can use Essay Typer to generate their essays in just a few seconds. It is a good option for tight deadlines, and you can be confident that you will get a good draft on the topic of your choice.

However, if your topic is more complex, the basic version of the tool won’t give you the quality you need. If the basic tool can’t generate a paper on your highly specialized topic, you can access the upgraded version. It is easy to use; users only need to create an account on the website.

As soon as you open the upgraded tool, you can see that the interface is optimized for the smoothest user experience. There is a panel on the left where you can manage your personal information and projects. You can access the workspace by clicking the ‘Start new project’ button. Right off the bat, you can see how convenient and uncomplicated the tool is. There are a lot of useful formatting options, and you can also use the Fullscreen mode for better focus.

  • To start writing anything with AI, you must first provide a prompt to the tool. For example, you can tell the tool to ‘Write an essay about the fall of the Roman Empire.’ Users also can use the templates that pop up from the input area of the tool. The tool can help you with an essay, creative story, outline, blog post, or even brainstorming ideas. This is especially useful to inspire creativity and give students a starting point for their paper.
  • After that, you can decide how many words will be generated right away. The starting point is 100, but you can choose 500 to generate more content faster. You can see the AI write your essay in real time. You can guide the AI writer to keep writing and give it additional instructions as it goes. And if you don’t like it from the first try, you can regenerate the response.

Another amazing feature is that you can edit your essay right away! The tool also has a built-in Grammar Checker that highlights your mistakes and provides tips on how to fix them. It is a great feature that helps you quickly proofread and edit your draft. Moreover, you can see exactly where you have made a mistake, which teaches you to avoid them in the future. You can also download your paper in PDF format, export it to Word, or just print it right away.

The tool is great, but bear in mind that you only have 500 free words available. If you like working with this tool, you can upgrade the demo version to 10,000 words for just $5. In our humble opinion, such a cost is a great deal.

PaperTyper is, without a doubt, one of the top essay writing services online. The main benefits of using this website are that you will receive an excellent paper, learn from your mistakes, and use your time productively. The website’s AI tools and features will help you write, check, and improve your paper. So don’t think twice and give this website a shot, it is a great free resource for your academic papers.

Quilbot Review: How It Works And Its Peculiarities

Today, many people in different areas and industries require good writing skills. Some people have great math skills but fail to write essays about related topics. Others have great imaginations and would be amazing writers, but they don’t have experience yet. In this case, they can benefit from one AI-based tool: QuillBot.

QuillBot is designed to enhance your writing (of any type). It offers numerous tools for optimizing and perfecting your writing. This includes:

  • paraphrasing;
  • summarization;
  • grammar and plagiarism checks;
  • translation;
  • citation generation.

This all-in-one tool is a helper for anyone needing to improve their writing. It helps rephrase content effectively, condense long texts, reduce grammatical mistakes and typos, and ensure the result isn’t plagiarized. Let’s see how Quilbot works and whether you should consider this tool.

How Quilbot Works

As mentioned, QuillBot uses AI algorithms and NLP techniques to improve or paraphrase texts. Its best feature is paraphrasing, which means inputting a word, paragraph, or full text and QuillBot rephrasing it while keeping the original meaning. This part is great for students who are yet to figure out how to research and reveal their thoughts on what they have read: they can easily avoid plagiarism accusations by using this solution.

What sets QuillBot apart is its great approach to paraphrasing. It doesn’t just swap synonyms; it draws on contextual knowledge to ensure cohesion and preserve intended meaning. In simple terms, QuillBot isn’t a mindless synonimizer; it is an AI-powered tool.

Quilbot is an AI-powered tool that helps people in different situations. Why is that? The tool has different modes, like “Standard,” “Fluency,” “Formal,” “Academic,” and others, shows that people in business, marketing, and education can benefit from Quilbot. Moreover, plagiarism and grammar checkers ensure that the result is good.

Today, there are many writing tools based on artificial intelligence. However, we all understand that written content created by people is still better than what is generated by the mentioned tools. But what if there are tools that are good at writing content?

One such tool is Rytr, and, as you may have guessed from the name, it helps in writing content. It is a great resource for content writers looking for ideas, wanting to optimize their writing, and seeking overall improvement of content. So, let’s see if that is the tool you require and what it offers.

How It Works

The main goal of Rytr is to generate content for the user, while the user must use various prompts and supply the tool with useful information that helps generate according content. Here is the trick: the tool is based on OpenAI’s GPT-3 API. Some might say it is a disadvantage, but others believe it is an advantage: after all, it isn’t ChatGPT’s rip-off but an improved tool.

Rytr has a side menu with the following useful controls:

  • Language (the tool will create content in this language).
  • Tone of voice (casual, formal, compassionate, etc.).
  • Use case (brand name, blog ideas, YouTube description, etc.).
  • Topic (that is where you add useful info).
  • Keywords (in case you are writing an SEO-optimized text).
  • A number of variants (you can choose several).
  • Creativity level.

As you see, the tool is rather advanced and seems better than ChatGPT. Once you have added important data, you can ask Rytr to create content. You will see it in the main section. Moreover, you can highlight various text areas and ask the robot to continue writing specific passages. You can also edit the text in this window.

Overall, the tool is definitely helpful, but users must understand how to maximize its properties. They should use valuable prompts and adjust other settings to get great results. It would also be a good idea to read and edit the text to make it flawless.

Frequently Asked Questions

Is ai writing help legal.

As the use of AI content tools is growing in popularity, concerns about their potential legal consequences also grow. However, you have nothing to worry about if you choose the best AI paper writer and use it wisely.

The main goal of the AI writer website is to help students and anyone who uses the services improve their knowledge by writing top-notch research papers. Every resource the tool offers is fully legal and has unrestricted access. You can relax knowing that using this essay writing service won’t cause any legal problems.

It is advised to carefully review the generated material to make sure that it is free of plagiarism to avoid legal issues while using AI writer tools. Although the service has a plagiarism detection tool, users should use AI-generated content responsibly and double-check its results for the sake of academic integrity.

What is the top AI writing service?

PaperTyper.net offers many features designed especially for academic writing and is widely regarded as the best AI alternative for essay writing.

The website has great free tools for academic writing, including Essay Typer, Plagiarism Checker, Grammar Checker, and Citation Generator. Time-saving and writing-quality-improving features are built into these tools.

Students, professionals, and anyone looking for efficient writing solutions have all expressed interest in this website. It has a fantastic range of features that make it a versatile tool for many different writing tasks.

Whether you need an essay for your literature class, a blog post for your website, or a creative story, this AI tool can handle all of your writing requirements. It is great for last-minute assignments because you can generate, check, edit, and cite your papers even late at night using Essay Typer, along with other writing tools.

Will an AI writer help me write an essay?

This AI writer offers great tools to help you write an essay. You can use all these tools as many times as you need to. An intuitive AI paper generator can be used by students at all academic levels to generate sample essays and articles.

Users can quickly and easily write creative, high-quality essays by only typing in a few words from their prompt. The built-in grammar checker and editor make it easy to check and improve the essay’s structure, which is quite practical.

A wide range of resources, including articles, books, and reliable databases, were used to build AI writer tool on PaperTyper. Because the website’s database is often updated, users will always have access to the most accurate information. With the help of AI paper writer, you can generate essays, check, and edit them all in one place.

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RECOMMENDED READS

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

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

Our goals for Llama 3

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

State-of-the-art performance

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

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

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

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

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

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

Model architecture

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

Training data

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

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

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

Scaling up pretraining

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

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

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

Instruction fine-tuning

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

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

Building with Llama 3

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

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

A system-level approach to responsibility

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

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

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

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

Deploying Llama 3 at scale

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

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

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

What’s next for Llama 3?

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

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

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

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

Try Meta Llama 3 today

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

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

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

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

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

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Open sourcing MS-DOS 4.0 

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Scott Hanselman

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Jeff Wilcox

Head of Open Source Programs Office

Ten years ago, Microsoft released the source for MS-DOS 1.25 and 2.0 to the Computer History Museum, and then later republished them for reference purposes. This code holds an important place in history and is a fascinating read of an operating system that was written entirely in 8086 assembly code nearly 45 years ago. 

Today, in partnership with IBM and in the spirit of open innovation, we’re releasing the source code to MS-DOS 4.00 under the MIT license. There’s a somewhat complex and fascinating history behind the 4.0 versions of DOS, as Microsoft partnered with IBM for portions of the code but also created a branch of DOS called Multitasking DOS that did not see a wide release. 

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MS-DOS 4.00

Explore the source code, binaries, and documents on GitHub

A young English researcher named Connor “Starfrost” Hyde recently corresponded with former Microsoft Chief Technical Officer Ray Ozzie about some of the software in his collection. Amongst the floppies, Ray found unreleased beta binaries of DOS 4.0 that he was sent while he was at Lotus. Starfrost reached out to the Microsoft Open Source Programs Office (OSPO) to explore releasing DOS 4 source, as he is working on documenting the relationship between DOS 4, MT-DOS, and what would eventually become OS/2. Some later versions of these Multitasking DOS binaries can be found around the internet, but these new Ozzie beta binaries appear to be much earlier, unreleased, and also include the ibmbio.com source.  

Scott Hanselman, with the help of internet archivist and enthusiast Jeff Sponaugle, has imaged these original disks and carefully scanned the original printed documents from this “Ozzie Drop”. Microsoft, along with our friends at IBM, think this is a fascinating piece of operating system history worth sharing.  

Jeff Wilcox and OSPO went to the Microsoft Archives, and while they were unable to find the full source code for MT-DOS, they did find MS DOS 4.00, which we’re releasing today, alongside these additional beta binaries, PDFs of the documentation, and disk images. We will continue to explore the archives and may update this release if more is discovered.  

Thank you to Ray Ozzie, Starfrost, Jeff Sponaugle, Larry Osterman, Mark Zbikowski, our friends at the IBM OSPO, as well as the makers of such digital archeology software including, but not limited to Greaseweazle, Fluxengine, Aaru Data Preservation Suite, and the HxC Floppy Emulator. Above all, thank you to the original authors of this code, some of whom still work at Microsoft and IBM today! 

If you’d like to run this software yourself and explore, we have successfully run it directly on an original IBM PC XT, a newer Pentium, and within the open source PCem and 86box emulators.  

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Snowflake releases a flagship generative AI model of its own

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All-around, highly generalizable generative AI models were the name of the game once, and they arguably still are. But increasingly, as cloud vendors large and small join the generative AI fray, we’re seeing a new crop of models focused on the deepest-pocketed potential customers: the enterprise.

Case in point: Snowflake , the cloud computing company, today unveiled Arctic LLM, a generative AI model that’s described as “enterprise-grade.” Available under an Apache 2.0 license, Arctic LLM is optimized for “enterprise workloads,” including generating database code, Snowflake says, and is free for research and commercial use.

“I think this is going to be the foundation that’s going to let us — Snowflake — and our customers build enterprise-grade products and actually begin to realize the promise and value of AI,” CEO Sridhar Ramaswamy said in press briefing. “ You should think of this very much as our first, but big, step in the world of generative AI, with lots more to come.”

An enterprise model

My colleague Devin Coldewey recently wrote about how there’s no end in sight to the onslaught of generative AI models. I recommend you read his piece , but the gist is: Models are an easy way for vendors to drum up excitement for their R&D and they also serve as a funnel to their product ecosystems (e.g. model hosting, fine-tuning and so on).

Arctic LLM is no different. Snowflake’s flagship model in a family of generative AI models called Arctic , Arctic LLM — which took around three months, 1,000 GPUs and $2 million to train — arrives on the heels of Databricks’ DBRX , a generative AI model also marketed as optimized for the enterprise space.

Snowflake draws a direct comparison between Arctic LLM and DBRX in its press materials, saying Arctic LLM outperforms DBRX on the two tasks of coding (Snowflake didn’t specify which programming languages) and SQL generation. The company said Arctic LLM is also better at those tasks than Meta’s Llama 2 70B (but not the more recent Llama 3 70B ) and Mistral’s Mixtral-8x7B.

Snowflake also claims that Arctic LLM achieves “leading performance” on a popular general language understanding benchmark, MMLU. I’ll note, though, that while MMLU purports to evaluate generative models’ ability to reason through logic problems, it includes tests that can be solved through rote memorization , so take that bullet point with a grain of salt.

“Arctic LLM addresses specific needs within the enterprise sector,” Baris Gultekin, head of AI at Snowflake, told TechCrunch in an interview, “diverging from generic AI applications like composing poetry to focus on enterprise-oriented challenges, such as developing SQL co-pilots and high-quality chatbots.”

Arctic LLM, like DBRX and Google’s top-performing generative model of the moment, Gemini 1.5 Pro, is a mixture of experts (MoE) architecture. MoE architectures basically break down data processing tasks into subtasks and then delegate them to smaller, specialized “expert” models. So, while Arctic LLM contains 480 billion parameters, it only activates 17 billion at a time — enough to drive the 128 separate expert models. (Parameters essentially define the skill of an AI model on a problem, like analyzing and generating text.)

Snowflake claims that this efficient design enabled it to train Arctic LLM on open public web data sets (including RefinedWeb , C4 , RedPajama and StarCoder ) at “roughly one-eighth the cost of similar models.”

Running everywhere

Snowflake is providing resources like coding templates and a list of training sources alongside Arctic LLM to guide users through the process of getting the model up and running and fine-tuning it for particular use cases. But, recognizing that those are likely to be costly and complex undertakings for most developers (fine-tuning or running Arctic LLM requires around eight GPUs), Snowflake’s also pledging to make Arctic LLM available across a range of hosts, including Hugging Face, Microsoft Azure, Together AI’s model-hosting service and enterprise generative AI platform Lamini.

Here’s the rub, though: Arctic LLM will be available first on Cortex, Snowflake’s platform for building AI- and machine learning-powered apps and services. The company’s unsurprisingly pitching it as the preferred way to run Arctic LLM with “security,” “governance” and scalability.

“ Our dream here is, within a year, to have an API that our customers can use so that business users can directly talk to data,” Ramaswamy said. “It would’ve been easy for us to say, ‘Oh, we’ll just wait for some open source model and we’ll use it. Instead, we’re making a foundational investment because we think [it’s] going to unlock more value for our customers.”

So I’m left wondering: Who’s Arctic LLM really for besides Snowflake customers?

In a landscape full of “ open ” generative models that can be fine-tuned for practically any purpose, Arctic LLM doesn’t stand out in any obvious way. Its architecture might bring efficiency gains over some of the other options out there. But I’m not convinced that they’ll be dramatic enough to sway enterprises away from the countless other well-known and -supported, business-friendly generative models (e.g. GPT-4 ).

There’s also a point in Arctic LLM’s disfavor to consider: its relatively small context.

In generative AI, context window refers to input data (e.g. text) that a model considers before generating output (e.g. more text). Models with small context windows are prone to forgetting the content of even very recent conversations, while models with larger contexts typically avoid this pitfall.

Arctic LLM’s context is between ~8,000 and ~24,000 words, dependent on the fine-tuning method — far below that of models like Anthropic’s Claude 3 Opus and Google’s Gemini 1.5 Pro.

Snowflake doesn’t mention it in the marketing, but Arctic LLM almost certainly suffers from the same limitations and shortcomings as other generative AI models — namely, hallucinations (i.e. confidently answering requests incorrectly). That’s because Arctic LLM, along with every other generative AI model in existence, is a statistical probability machine — one that, again, has a small context window. It guesses based on vast amounts of examples which data makes the most “sense” to place where (e.g. the word “go” before “the market” in the sentence “I go to the market”). It’ll inevitably guess wrong — and that’s a “hallucination.”

As Devin writes in his piece, until the next major technical breakthrough, incremental improvements are all we have to look forward to in the generative AI domain. That won’t stop vendors like Snowflake from championing them as great achievements, though, and marketing them for all they’re worth.

A beige armchair sits next to a floor lamp on a light gray background. Sitting in the armchair is a large flat-screen TV with static on the display. Sitting in front of the TV is a checked beige blanket with fringe.

Critic’s Notebook

The Comfortable Problem of Mid TV

It’s got a great cast. It looks cinematic. It’s, um … fine. And it’s everywhere.

Credit... Alex Merto

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James Poniewozik

By James Poniewozik

  • April 27, 2024

A few years ago, “Atlanta” and “PEN15” were teaching TV new tricks.

In “Atlanta,” Donald Glover sketched a funhouse-mirror image of Black experience in America (and outside it), telling stories set in and around the hip-hop business with an unsettling, comic-surreal language. In “PEN15,” Maya Erskine and Anna Konkle created a minutely observed, universal-yet-specific picture of adolescent awkwardness.

In February, Glover and Erskine returned in the action thriller “Mr. & Mrs. Smith” on Amazon Prime Video. It’s … fine? A takeoff on the 2005 film , it updates the story of a married duo of spies by imagining the espionage business as gig work. The stars have chemistry and charisma; the series avails itself of an impressive cast of guest stars and delectable Italian shooting locations. It’s breezy and goes down easy. I watched several episodes on a recent long-haul flight and they helped the hours pass.

But I would never have wasted an episode of “Atlanta” or “PEN15” on in-flight entertainment. The work was too good, the nuances too fine, to lose a line of dialogue to engine noise.

I do not mean to single out Glover and Erskine here. They are not alone — far from it. Keri Russell, a ruthless and complicated Russian spy in “The Americans,” is now in “The Diplomat,” a forgettably fun dramedy. Natasha Lyonne, of the provocative “Orange Is the New Black” and the psychotropic “Russian Doll,” now plays a retro-revamped Columbo figure in “Poker Face.” Idris Elba, once the macroeconomics-student gangster Stringer Bell in “The Wire,” more recently starred in “Hijack,” a by-the-numbers airplane thriller.

I’ve watched all of these shows. They’re not bad. They’re simply … mid. Which is what makes them, frustratingly, as emblematic of the current moment in TV as their stars’ previous shows were of the ambitions of the past.

What we have now is a profusion of well-cast, sleekly produced competence. We have tasteful remakes of familiar titles. We have the evidence of healthy budgets spent on impressive locations. We have good-enough new shows that resemble great old ones.

We have entered the golden age of Mid TV.

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LET ME SAY UP FRONT: This is not an essay about how bad TV is today. Just the opposite. There is little truly bad high-profile television made anymore. As I wrote last year , these days it takes a special confluence of celebrity pull and network resources to make a dud like HBO’s “The Idol.” When we encounter a majestic prize turkey like this in the wild, we almost don’t know what to think. Who did this? How did this get past quality control?

What we have today instead is something less awful but in a way more sad: The willingness to retreat, to settle, to trade the ambitious for the dependable.

People who grew up in the three-broadcast-network era — we knew from bad TV. We watched it and sometimes even loved it. (ABC’s 1977 comedy “The San Pedro Beach Bums” was one of TV’s biggest punchlines, and its cancellation was one of the first heartbreaks of my young life.) But the rise of cable transformed both the business and the art of television, as the likes of HBO, FX and AMC took risks and offered creators freedom in order to stand out.

It worked — so well, in fact, that eventually the truism that TV was garbage was replaced by the truism that TV was the new literature, or cinema, or maybe even religion. A New York Times critic heralded “The Sopranos” as possibly the greatest work of pop culture in a quarter century. “Deadwood” was likened to Shakespeare, “The Wire” to Dickens, “Mad Men” to Cheever. People deconstructed “Lost” and argued over “Girls.” TV’s auteurs bestrode the cultural conversation like the easy riders and raging bulls of film in the 1970s.

For a good two decades now, it’s been bien-pensant wisdom that TV could be good — no, not just good. Original. Provocative. Important.

TV was so highly acclaimed for so long that we were like the frog in boiling water, but in reverse. The medium became lukewarm so gradually that you might not even have noticed.

The streaming era at first promised more innovation, supercharged and superfunded, and for a while that’s what we got. Eager to establish a catalog of original programming, Netflix underwrote experiments like “Orange Is the New Black,” “BoJack Horseman” and “Sense8.” Not everything worked, and what did work could be inconsistent, but there was a sense of opportunity and possibility.

But another thing happened as well. The conferral of status (and money) on TV meant that there was a lot more talent available. Doing TV was no longer a demotion, and you could buy an instant sense of importance by hiring stars. Netflix’s early hit “House of Cards” was a harbinger, a pot of boiling ham given the aura of prestige with the casting of a pre-scandal Kevin Spacey.

Also, more streamers — Netflix was joined by Amazon, Hulu and sundry Maxes and Pluses — simply meant more TV. More TV was better in some ways: It meant room for new voices and untold stories, more dice to roll. But it also created a sense of overload. In a seemingly infinite sea of story, how would viewers find shows, and shows get found?

More and more often, they’d get found through the algorithm, whose purpose is to serve up new versions of the last thing you watched. Increasingly, the best way to get noticed was with something people already recognized: A familiar title, formula or franchise.

Disney+’s Marvel Cinematic Universe series are too polished to be awful or tacky — just compare them to the threadbare comic-book dramas of the ’70s and ’80s — but they are too bound by the rules and needs of the larger megaproperty to take creative leaps. (It’s noteworthy that the first of these series, “WandaVision,” remains the one significant exception.) Meanwhile, Netflix’s “Ozark” showed that you could ask, “What if ChatGPT rewrote ‘Breaking Bad’?” and enough people would embrace the result as if it were “Breaking Bad.”

Put these two forces together — a rising level of talent and production competence on the one hand, the pressure to deliver versions of something viewers already like on the other hand — and what do you get? You get a whole lot of Mid.

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MID IS NOT the mediocre TV of the past. It’s more upscale. It is the aesthetic equivalent of an Airbnb “modern farmhouse” renovation, or the identical hipster cafe found in medium-sized cities all over the planet. It’s nice! The furniture is tasteful, they’re playing Khruangbin on the speakers, the shade-grown coffee is an improvement on the steaming mug of motor oil you’d have settled for a few decades ago.

If comparing TV to fast-casual dining is an insulting analogy, in my defense I only borrowed it. A New Yorker profile last year quoted a Netflix executive describing the platform’s ideal show as a “gourmet cheeseburger.”

I’m not going to lie, I enjoy a gourmet cheeseburger. Caramelize some onions, lay on a slice of artisanal American cheese and I’m happy. But at heart, the sales pitch for that cheeseburger is no different from that for a Big Mac: You know what you’re going to get.

And it’s not only Netflix plating this up. Look at the star-packed algorithm bait we’ve seen over the past year or so. There’s “Masters of the Air,” a well-credentialed, superfluous expansion to the World War II-verse of “Band of Brothers” and “The Pacific.” (Liked those? Watch this next!) “Apples Never Fall,” a room-temperature adaptation of another Liane Moriarty novel. (Liked “Big Little Lies”? Watch this next!) “Feud: Capote vs. the Swans,” a fall-from-grace biopic cast to the hilt and padded to the limit. (Liked “Fosse/Verdon”? Watch this next!).

These shows don’t have what it takes to be truly bad. Making honestly bad TV requires a mercenary, Barnumesque disregard for taste, or a hellbent willingness to take the kind of gamble that can turn into disaster.

Mid TV, on the other hand, almost can’t be bad for some of the same reasons that keep it from being great. It’s often an echo of the last generation of breakthrough TV (so the highs and lows of “Game of Thrones” are succeeded by the faithful adequacy of “House of the Dragon” ). Or it’s made by professionals who know how to make TV too well, and therefore miss a prerequisite of making great art, which is training yourself to forget how the thing was ever done and thus coming up with your own way of doing it.

Mid is not a strict genre with a universal definition. But it’s what you get when you raise TV’s production values and lower its ambitions. It reminds you a little of something you once liked a lot. It substitutes great casting for great ideas. (You really liked the star in that other thing! You can’t believe they got Meryl Streep !)

Mid is based on a well-known book or movie or murder. Mid looks great on a big screen. (Though for some reason everything looks blue .) Mid was shot on location in multiple countries. Mid probably could have been a couple episodes shorter. Mid is fine, though. It’s good enough.

Above all, Mid is easy. It’s not dumb easy — it shows evidence that its writers have read books. But the story beats are familiar. Plot points and themes are repeated. You don’t have to immerse yourself single-mindedly the way you might have with, say, “The Wire.” It is prestige TV that you can fold laundry to.

And let’s be fair, it makes plenty of people happy. Any honest critic has to recognize that people for whom TV-watching is not work do not always want to work at watching TV. (See, for instance, the unlikely resurgence on Netflix of “Suits,” that watchable avatar of 2010s basic-cable Mid.) I get it. TV critics have laundry to fold, too.

There may also be economic reasons to prefer good-enough TV. As more people drop cable TV for streaming, their incentives change. With cable you bought a package of channels, many of which you would never watch, but any of which you might .

Each streaming platform, on the other hand, requires a separate purchase decision , and they add up. You might well choose a service that has plenty of shows you’d be willing to watch rather than one with a single show that you must watch.

So where HBO used to boast that it was “not TV,” modern streamers send the message, “We’ll give you a whole lot of TV.” It can seem like their chief goal is less to produce standout shows than to produce a lot of good-looking thumbnails.

There even is a growing idea that a new Golden Age is emerging, with a new Midas. Apple TV+, the home of “Ted Lasso” and “The Morning Show,” has been deemed, by more than one commentator, “the new HBO.”

Apple TV+ is not HBO. At least not in the sense of what made HBO HBO in the 2000s, when it was revolutionizing TV and challenging viewers. (And HBO wasn’t alone in being “HBO” in this sense: It had company in FX, AMC, Showtime and occasionally Syfy and others.)

But Apple TV+ just might be the HBO of Mid.

Broadly generalizing, Apple’s strategy has been to open its checkbook and sign up A-list names — Steven Spielberg, Tom Hanks, Oprah Winfrey, Reese Witherspoon, M. Night Shyamalan — to make broadly palatable, uncontroversial shows. (This did not work out too well with Jon Stewart .) According to reports around its founding, the Apple chief Tim Cook was concerned that the service not go overboard with violence, profanity and nudity — not exactly the mission statement of somebody looking to reopen the Bada Bing.

Apple’s investment bought something. Its shows feel professional. They look like premium products that no one skimped on. “Palm Royale” has a loaded cast (Kristen Wiig, Laura Dern, Carol Burnett[!]) and an attention to period detail that recalls “Mad Men.” But its class farce is toothless, its atmosphere of ’60s cultural ferment warmed over. Comedies like “Shrinking” and “Platonic” and “Loot” are more nice than funny, dramas like “Constellation,” “The New Look” and “Manhunt” classy but inert.

These are shows built like iPhones — sleek, rounded, with no edges you can cut yourself on.

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THERE IS, OF COURSE, great and innovative TV on Apple as well. I’m dying to see another season of the brain-bending sci-fi thriller “Severance,” and its first crop of shows included the alternative space-race history “For All Mankind” and the screwball literary history “Dickinson.”

It is exceptions like these series that make me an optimist about TV long-term. Even in the face of pressures and incentives to aim for the middle, creativity wants to find a way. Just a year ago, I was writing about wild, adventurous series like “Beef,” “Reservation Dogs,” “Mrs. Davis” and “I’m a Virgo.” (This year, two of the best new dramas so far are a remake of “Shogun” and a re-adaptation of “The Talented Mr. Ripley.”)

But the bulk of TV right now — the packing peanuts that fill up the space between “The Bear” and “FBoy Island” — feels flattened out in the broad middle. No, not flattened: Smoothed. That may be the biggest but most intangible defining feature of Mid. It’s friction-free. It has an A.I.-like, uncanny luster, like the too-sharp motion-smoothing effect that you have to turn off when you buy a new flat-screen.

TV is far from broken, but it does feel like someone needs to go in and tweak the settings. The price of reliability, competence and algorithm-friendliness is losing the sense of surprise — the unmoored feeling you get, from innovations like “Fleabag” and “Watchmen” and “I May Destroy You,” of being thrown into an unpredictable alien universe.

I don’t think it’s only critics and TV snobs who want this, either. “The Sopranos” and “Twin Peaks” were revolutionary and rewarded close viewing, but they were also popular. Even if you watch TV as escapism, how much of an escape is a show that you can, and probably will, half-watch while also doomscrolling on your phone?

We lose something when we become willing to settle. Reliability is a fine quality in a hybrid sedan. But in art, it has a cost. A show that can’t disappoint you can’t surprise you. A show that can’t enrage you can’t engage you.

The good news is, there is still TV willing to take chances, if you look for it. You may have loved or hated “The Curse,” but I would be surprised if anyone who watched an hour of it ended up indifferent to it. This month, HBO premiered “The Sympathizer,” Park Chan-wook’s frenetic adaptation of Viet Thanh Nguyen’s satire of the Vietnam War and its aftermath, a raucous, disorienting rush down the back alleys of memory.

With risk, of course, comes the possibility of disappointment — you might get another “The Idol.” I’m willing to accept the trade-off. The price of making TV that’s failure-proof, after all, is getting TV that can never really succeed. Come back, bad TV: All is forgiven.

James Poniewozik is the chief TV critic for The Times. He writes reviews and essays with an emphasis on television as it reflects a changing culture and politics. More about James Poniewozik

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