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Take Your Essay Writing To The Next Level With EssayGPT

Streamline your essay content workflow here. Save time having to research, cite, or plagiarism-check your work using our powerful AI essay writing copilot!

Extensive Features Offered By Our AI Essay Writer

Create & Enhance Any Essay Content

Get full-length essay drafts on any topic or subject in a flash. Once you type //, EssayGPT can help you instantly craft new content from scratch. You can also rewrite, summarize, or expand any existing essay in one click.

Research & Fact-Checking Capabilities

EssayGPT can help speed up the research and fact-checking process, as it is linked to a vast network of scholastic databases and academic publications. Access detailed and up-to-date information for your essay workflow.

Custom Citation Assistance

Creating citations can be tedious and prone to errors. But you can now automate the entire process in seconds! With EssayGPT, you can instantly add accurate references in any style you want, be it in APA, MLA, Chicago, and more.

Automated Essay Completion

If you’re struggling with writer’s block, EssayGPT’s AI auto complete feature can help. It instantly analyzes the context of your existing writing before providing tailored and relevant suggestions that finish the rest of the essay on your behalf.

Comprehensive Grammar Checker

Say goodbye to any grammatical, syntax, or punctuation errors. EssayGPT will consistently ensure that your essay content will be coherent, clear, and easy enough for readers to understand.

Accurate Plagiarism Checker

EssayGPT accurately scans your essay content to ensure it is 100% unique and not copied from anywhere. Make corrections and revisions before submission to avoid claims of plagiarism.

ScholarChat AI Assistant

ScholarChat is our AI chatbot designed to streamline any academic writing, editing, or research task. You can use this tool to generate essay content, fact-check information, translate papers, and so much more.

Generate Various Essays On Any Topic Using EssayGPT

EssayGPT is an extremely versatile AI essay writing assistant that accommodates a vast range of academic subject matter and topics such as:

Literature Analysis

Business Tactics

Scientific discourse

Health & Medicine

Historical Research

Social Studies

Environmental Assessment

In addition, EssayGPT is also capable of generating any type of essay content in any preferred writing format or style. This includes but is not limited to:

Narrative writing

Argumentative writing

Descriptive writing

Analytical writing

Expository writing

Comparison writing

Persuasive writing

How Does EssayGPT Work?

You only need to follow the following three steps to produce a quality essay in seconds:

Step 1: Generate/Provide Your Essay

Type // to generate essay content such as an outline, introduction, abstract, and more. Alternatively, you can also copy/paste an existing essay into the portal for editing.

Step 2: Enhance Your Essay

Proceed to edit the draft using EssayGPT's advanced tools. You can utilize our 'Research' tool to pinpoint relevant publications to cite from in any field of study.

Step 3: Export Your Essay

If you are satisfied with the output, feel free to export the full-length essay in any desired format such as a local Word or PDF file. You can also export to Google Docs or WordPress.

What does EssayGPT do?

How does essaygpt optimize academic research.

EssayGPT is directly linked to a vast and up-to-date database that contains millions of academic papers, scholarly articles, scientific research studies, and more.

As such, it can instantly sift through and track down information published by well-respected authors in the academic community. This helps you streamline the research process, no matter what the subject matter or topic may be.

Is EssayGPT safe and secure enough to use?

Does essaygpt scan for signs of plagiarism, is there an ai auto-completion feature on essaygpt.

Yes. With EssayGPT, you no longer have to deal with writer’s block. There is an AI auto-completion option that you can access to instantly generate full-length completions that help extend your essay further.

Moreover, the added content will mirror your natural writing style and be contextually relevant. This ensures your intended message will still be conveyed as accurately as possible.

Can EssayGPT generate essays in multiple languages?

Take Full Advantage Of Our Powerful AI Essay Writer!

Make academic life easier using EssayGPT to generate and revise any essay in seconds!

AI-Powered Essays & Papers For Academic Success

Trusted by students and professionals across the world, see what samwell can do.

Example of essays and research papers written with Samwell AI

Analysis of Marketing Mix Strategies for Wal-Mart Company

Performance Evaluation of Portfolio Managers of Mutual and Hedge Funds

Continuity and Change in USA 1950’s to Present

Write, Cite, Learn

Samwell makes writing and researching for essays easy, fast, and fun while delivering the best results

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Get a guided and optimal overview of your research paper.

Citation mode

Switch References

Need a reference that better aligns with your essay's requirements? Samwell AI provides a variety of citation choices for each paragraph, ensuring your references are tailored and diverse

Academic Integrity

Samwell AI champions academic integrity, offering suggestions that inspire true creativity within academic standards. Our tool simplifies information access and writing with AI, while keeping the focus on learning - the heart of our mission.

Overview mode

Personalized Research

Discover insights into how the highlights of your new research paper connect with your existing knowledge.

A million empowered writers

Samwell has written over 1.2 billion words from essays to market analysis to blog posts.

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Let AI transform the way you write. Our 200,000+ users already have!

Charley AI will take you all the way from deciding on a topic, to submitting your essay in a matter of seconds.

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Charley identifies the ideal topics for your essay and provides insightful example essays to inspire and guide you.

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Our AI adapts to your desired grade level, and will tailor it's writing style and word choice to suit the grade you want your essay be marked.

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Experience seamless essay generation with our user-friendly text editor. Craft compelling essays effortlessly and unlock your full writing potential.

Customizable Essay Creation

Personalize your writing journey with our versatile essay creation page. Select the tone, essay type, word count, and desired grade to start writing the perfect essay tailored to your needs.

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AI Essay Writer

Automated essay writing made easy.

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It's time to write your

Don't stress about deadlines. Write better with Yomu and simplify your academic life.

Explore features

Step into the future of the academic writing with Yomu

Never get stuck at writing your essay

Use an intelligent Document Assistant to help write entire sections and give you feedback.

Your personal essay copilot

Elevate your essay writing with an AI autocomplete that completes your sentences and paragraphs.

Edit your paper like a pro

Leverage AI to brainstorm and refine your paper: paraphrase, expand, shorten, summarize, and transform bullet points into detailed text.

Cite papers with ease

Easily find, include, and format citations in your paper with our AI-powered citation tool powered by Sourcely .

Ensure your work is original and uphold academic integrity.

Evaluate your work with an advanced plagiarism checker and gain insights on how to maintain originality and authenticity ( Ethics Statement ).

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Power your academic writing with yomu ai.

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Get ahead of AI detectors and ensure your work is original and authentic.

Powerful AI commands

Edit, brainstorm, and write with our powerful AI commands.

Yomu lets you easily add, caption and reference figures in the text.

Grammar & text improvements

Write flawlessly with the help of our grammar & text improvement checker.

Yomu lets you easily create, modify, caption and reference tables in the text.

Submit desired features

We are not stopping here, review our roadmap, frequently asked questions.

Yomu is an AI-powered writing assistant that helps you write better essays, papers, and academic writing. Simply start typing and Yomu will generate suggestions for you to use in your writing. You can also use Yomu to generate entire paragraphs or sections. Yomu also helps find citations, references, and sources for you to use in your writing. You can make sure that your writing is plagiarism-free by using Yomu's plagiarism checker.

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Full control of each step

Check the references

Edit your references using popular reference types like APA or MLA

How Smodin makes Essay Writing Easy

Generate different types of essays with smodin, instantly find sources for any sentence.

Our AI research tool in the essay editor interface makes it easy to find a source or fact check any piece of text on the web. It will find you the most relevant or related piece of information and the source it came from. You can quickly add that reference to your document references with just a click of a button. We also provide other modes for research such as “find support statistics”, “find supporting arguments”, “find useful information”, and other research methods to make finding the information you need a breeze. Make essay writing and research easy with our AI research assistant.

Easily Cite References

Our essay generator makes citing references in MLA and APA styles for web sources and references an easy task. The essay writer works by first identifying the primary elements in each source, such as the author, title, publication date, and URL, and then organizing them in the correct format required by the chosen citation style. This ensures that the references are accurate, complete, and consistent. The product provides helpful tools to generate citations and bibliographies in the appropriate style, making it easier for you to document your sources and avoid plagiarism. Whether you’re a student or a professional writer, our essay generator saves you time and effort in the citation process, allowing you to focus on the content of your work.

Produce Better Essays than ChatGPT

Our essay generator is designed to produce the best possible essays, with several tools available to assist in improving the essay, such as editing outlines, title improvements, tips and tricks, length control, and AI-assisted research. Unlike ChatGPT, our AI writer can find sources and assist in researching for the essay, which ensures that the essay is backed by credible and relevant information. Our essay generator offers editing assistance and outlines to improve the structure and flow of the essay. This feature is especially useful for students who may struggle with essay organization and require guidance on how to present their ideas coherently. Another advantage of our AI essay writer over ChatGPT is that it is designed explicitly for essay writing, ensuring that the output is of high quality and meets the expectations of the instructor or professor. While ChatGPT may be able to generate essays, there is no guarantee that the content will be relevant, accurate or meet the requirements of the assignment.

Easily Avoid Plagiarism

Our AI generated essays are 100% unique and plagiarism free. Worried about AI detection? Worry no more, use our AI Detection Remover to remove any AI Plagiarism produced from the essay generator.

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AI Essay Writer

AI Essay Writer by Editpad is a free essay generator that helps you write narrative, persuasive, argumentative and descriptive essays online in seconds.

How to use AI Essay Writer by Editpad?

To use Editpad's AI Essay Writer, you need to follow these simple steps below:

• Type or paste your essay topic or requirements in the input box provided.
• Select the required essay length and writing tone.
• You can also select the " Add References " option if required.
• Click on " Write My Essay " button.
• After that, our essay generator will automatically generate your essay and provide results in the output box.

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• Harvard Referencing Generator

Free Harvard Referencing Generator

Generate accurate Harvard reference lists quickly and for FREE, with MyBib!

🤔 What is a Harvard Referencing Generator?

A Harvard Referencing Generator is a tool that automatically generates formatted academic references in the Harvard style.

It takes in relevant details about a source -- usually critical information like author names, article titles, publish dates, and URLs -- and adds the correct punctuation and formatting required by the Harvard referencing style.

The generated references can be copied into a reference list or bibliography, and then collectively appended to the end of an academic assignment. This is the standard way to give credit to sources used in the main body of an assignment.

👩‍🎓 Who uses a Harvard Referencing Generator?

Harvard is the main referencing style at colleges and universities in the United Kingdom and Australia. It is also very popular in other English-speaking countries such as South Africa, Hong Kong, and New Zealand. University-level students in these countries are most likely to use a Harvard generator to aid them with their undergraduate assignments (and often post-graduate too).

🙌 Why should I use a Harvard Referencing Generator?

A Harvard Referencing Generator solves two problems:

• It provides a way to organise and keep track of the sources referenced in the content of an academic paper.
• It ensures that references are formatted correctly -- inline with the Harvard referencing style -- and it does so considerably faster than writing them out manually.

A well-formatted and broad bibliography can account for up to 20% of the total grade for an undergraduate-level project, and using a generator tool can contribute significantly towards earning them.

⚙️ How do I use MyBib's Harvard Referencing Generator?

Here's how to use our reference generator:

• If citing a book, website, journal, or video: enter the URL or title into the search bar at the top of the page and press the search button.
• Choose the most relevant results from the list of search results.
• Our generator will automatically locate the source details and format them in the correct Harvard format. You can make further changes if required.
• Then either copy the formatted reference directly into your reference list by clicking the 'copy' button, or save it to your MyBib account for later.

MyBib supports the following for Harvard style:

🍏 What other versions of Harvard referencing exist?

There isn't "one true way" to do Harvard referencing, and many universities have their own slightly different guidelines for the style. Our generator can adapt to handle the following list of different Harvard styles:

• Cite Them Right
• Manchester Metropolitan University (MMU)
• University of the West of England (UWE)

Daniel is a qualified librarian, former teacher, and citation expert. He has been contributing to MyBib since 2018.

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Why writing by hand beats typing for thinking and learning

Jonathan Lambert

If you're like many digitally savvy Americans, it has likely been a while since you've spent much time writing by hand.

The laborious process of tracing out our thoughts, letter by letter, on the page is becoming a relic of the past in our screen-dominated world, where text messages and thumb-typed grocery lists have replaced handwritten letters and sticky notes. Electronic keyboards offer obvious efficiency benefits that have undoubtedly boosted our productivity — imagine having to write all your emails longhand.

To keep up, many schools are introducing computers as early as preschool, meaning some kids may learn the basics of typing before writing by hand.

But giving up this slower, more tactile way of expressing ourselves may come at a significant cost, according to a growing body of research that's uncovering the surprising cognitive benefits of taking pen to paper, or even stylus to iPad — for both children and adults.

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In kids, studies show that tracing out ABCs, as opposed to typing them, leads to better and longer-lasting recognition and understanding of letters. Writing by hand also improves memory and recall of words, laying down the foundations of literacy and learning. In adults, taking notes by hand during a lecture, instead of typing, can lead to better conceptual understanding of material.

"There's actually some very important things going on during the embodied experience of writing by hand," says Ramesh Balasubramaniam , a neuroscientist at the University of California, Merced. "It has important cognitive benefits."

While those benefits have long been recognized by some (for instance, many authors, including Jennifer Egan and Neil Gaiman , draft their stories by hand to stoke creativity), scientists have only recently started investigating why writing by hand has these effects.

A slew of recent brain imaging research suggests handwriting's power stems from the relative complexity of the process and how it forces different brain systems to work together to reproduce the shapes of letters in our heads onto the page.

Your brain on handwriting

Both handwriting and typing involve moving our hands and fingers to create words on a page. But handwriting, it turns out, requires a lot more fine-tuned coordination between the motor and visual systems. This seems to more deeply engage the brain in ways that support learning.

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"Handwriting is probably among the most complex motor skills that the brain is capable of," says Marieke Longcamp , a cognitive neuroscientist at Aix-Marseille Université.

Gripping a pen nimbly enough to write is a complicated task, as it requires your brain to continuously monitor the pressure that each finger exerts on the pen. Then, your motor system has to delicately modify that pressure to re-create each letter of the words in your head on the page.

"Your fingers have to each do something different to produce a recognizable letter," says Sophia Vinci-Booher , an educational neuroscientist at Vanderbilt University. Adding to the complexity, your visual system must continuously process that letter as it's formed. With each stroke, your brain compares the unfolding script with mental models of the letters and words, making adjustments to fingers in real time to create the letters' shapes, says Vinci-Booher.

That's not true for typing.

To type "tap" your fingers don't have to trace out the form of the letters — they just make three relatively simple and uniform movements. In comparison, it takes a lot more brainpower, as well as cross-talk between brain areas, to write than type.

Recent brain imaging studies bolster this idea. A study published in January found that when students write by hand, brain areas involved in motor and visual information processing " sync up " with areas crucial to memory formation, firing at frequencies associated with learning.

"We don't see that [synchronized activity] in typewriting at all," says Audrey van der Meer , a psychologist and study co-author at the Norwegian University of Science and Technology. She suggests that writing by hand is a neurobiologically richer process and that this richness may confer some cognitive benefits.

Other experts agree. "There seems to be something fundamental about engaging your body to produce these shapes," says Robert Wiley , a cognitive psychologist at the University of North Carolina, Greensboro. "It lets you make associations between your body and what you're seeing and hearing," he says, which might give the mind more footholds for accessing a given concept or idea.

Those extra footholds are especially important for learning in kids, but they may give adults a leg up too. Wiley and others worry that ditching handwriting for typing could have serious consequences for how we all learn and think.

What might be lost as handwriting wanes

The clearest consequence of screens and keyboards replacing pen and paper might be on kids' ability to learn the building blocks of literacy — letters.

"Letter recognition in early childhood is actually one of the best predictors of later reading and math attainment," says Vinci-Booher. Her work suggests the process of learning to write letters by hand is crucial for learning to read them.

"When kids write letters, they're just messy," she says. As kids practice writing "A," each iteration is different, and that variability helps solidify their conceptual understanding of the letter.

Research suggests kids learn to recognize letters better when seeing variable handwritten examples, compared with uniform typed examples.

This helps develop areas of the brain used during reading in older children and adults, Vinci-Booher found.

"This could be one of the ways that early experiences actually translate to long-term life outcomes," she says. "These visually demanding, fine motor actions bake in neural communication patterns that are really important for learning later on."

Ditching handwriting instruction could mean that those skills don't get developed as well, which could impair kids' ability to learn down the road.

"If young children are not receiving any handwriting training, which is very good brain stimulation, then their brains simply won't reach their full potential," says van der Meer. "It's scary to think of the potential consequences."

Many states are trying to avoid these risks by mandating cursive instruction. This year, California started requiring elementary school students to learn cursive , and similar bills are moving through state legislatures in several states, including Indiana, Kentucky, South Carolina and Wisconsin. (So far, evidence suggests that it's the writing by hand that matters, not whether it's print or cursive.)

Slowing down and processing information

For adults, one of the main benefits of writing by hand is that it simply forces us to slow down.

During a meeting or lecture, it's possible to type what you're hearing verbatim. But often, "you're not actually processing that information — you're just typing in the blind," says van der Meer. "If you take notes by hand, you can't write everything down," she says.

The relative slowness of the medium forces you to process the information, writing key words or phrases and using drawing or arrows to work through ideas, she says. "You make the information your own," she says, which helps it stick in the brain.

Such connections and integration are still possible when typing, but they need to be made more intentionally. And sometimes, efficiency wins out. "When you're writing a long essay, it's obviously much more practical to use a keyboard," says van der Meer.

Still, given our long history of using our hands to mark meaning in the world, some scientists worry about the more diffuse consequences of offloading our thinking to computers.

"We're foisting a lot of our knowledge, extending our cognition, to other devices, so it's only natural that we've started using these other agents to do our writing for us," says Balasubramaniam.

It's possible that this might free up our minds to do other kinds of hard thinking, he says. Or we might be sacrificing a fundamental process that's crucial for the kinds of immersive cognitive experiences that enable us to learn and think at our full potential.

Balasubramaniam stresses, however, that we don't have to ditch digital tools to harness the power of handwriting. So far, research suggests that scribbling with a stylus on a screen activates the same brain pathways as etching ink on paper. It's the movement that counts, he says, not its final form.

Jonathan Lambert is a Washington, D.C.-based freelance journalist who covers science, health and policy.

• handwriting

Tips to answer multiple-choice, short-answer, and essay-type questions in exams

E xams are a stressful affair and they require smart strategies and techniques to excel. While in-depth learning is crucial, different types of questions demand specific strategies and approaches for solving.

Exams may appear in several formats including multiple choice questions, short answers and essays, each requiring different techniques of answering.

Below is a comprehensive guide to solving exams with different types of question patterns:

TIPS TO ANSWER MULTIPLE CHOICE QUESTIONS

• The first and foremost thing to do is to read the questions properly. Often, students miss out on important details due to a lack of focus. Paying attention to each and every piece of information and reading with attention is crucial.
• After reading the question, try to predict the answer without referring to the given options. This increases your chances of selecting the correct answer through educated guessing.
• Using the process of elimination can do wonders. In this method, you eliminate the options you believe are incorrect. This narrows down your choices and aids in identifying the correct response.
• Paying attention to words such as 'always,' 'never,' 'sometimes,' 'most,' 'only,' 'many,' 'but,' and 'often' can help us better understand the sentence. These words tend to alter the meaning of the sentence and hence should be paid attention to and read properly.
•  Understanding concepts thoroughly enables you to grasp the context of questions accurately and answer them correctly.

TIPS TO ANSWER SHORT QUESTIONS

• Read the question properly and comprehend it well. Understand whether you need to give a definition, provide examples, write a brief summary or offer comparisons.
• Write the answer to the point, avoiding unnecessary explanations and using keywords. This increases your chances of scoring higher.
• Use simple language and avoid complex terms, as they can confuse the examiner. The simpler your answer, the higher your score.
• Write your answers in a logical and organised manner. Structure your answers with separate paragraphs, bullet points, flowcharts, tables, etc., as this makes it easier for the examiner to read and understand your answer.
• During the preparatory phase, use colourful pens, flashcards, charts, and drawings to learn concepts well. This method helps in recollecting the answers during exams.
• Indulge in self-testing methods by practicing sample question papers, demo tests, and solving previous year question papers to understand the probable questions and the exam pattern.
• Having a time management strategy in place is important. Allocate time for different types of questions and try to solve them within the given time frame.

TIPS TO WRITE ESSAYS

• Understand the topic well and follow the instructions.
• Brainstorm ideas on the topic and plan the points you intend to include.
• Begin with an informative yet concise introduction, followed by a detailed body and a conclusion that summarizes your essay.
• Ensure the essay is well-structured and divided into a minimum of 3-4 paragraphs.
• Use quotations and examples to support the information you have written.
• Adhere to the specified time and word limits.
• Ensure your essay is written in simple and clear language.
• Always remember to proofread the essay to eliminate grammatical and spelling errors.
• Make reading a regular practice to enhance language proficiency and facilitate a smoother flow of thoughts.

By implementing such strategic approaches, you can efficiently answer your questions. It is important to study diligently and practice with sample papers.

During the exam, take the time to read the question paper properly during the allocated reading time and manage your time effectively.

- Article by Nischal Narayanam, mathematical child prodigy, winner of the National Child Award (Gold Medal), youngest double Guinness World Record holder in memory power, first Indian to win the World Memory Championship title, youngest CA, and Founder and Mentor at Nischals

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In the campus protests over the war in Gaza, language and rhetoric are—as they have always been when it comes to Israel and Palestine—weapons of mass destruction.

By Zadie Smith

A philosophy without a politics is common enough. Aesthetes, ethicists, novelists—all may be easily critiqued and found wanting on this basis. But there is also the danger of a politics without a philosophy. A politics unmoored, unprincipled, which holds as its most fundamental commitment its own perpetuation. A Realpolitik that believes itself too subtle—or too pragmatic—to deal with such ethical platitudes as thou shalt not kill. Or: rape is a crime, everywhere and always. But sometimes ethical philosophy reënters the arena, as is happening right now on college campuses all over America. I understand the ethics underpinning the protests to be based on two widely recognized principles:

There is an ethical duty to express solidarity with the weak in any situation that involves oppressive power.

If the machinery of oppressive power is to be trained on the weak, then there is a duty to stop the gears by any means necessary.

The first principle sometimes takes the “weak” to mean “whoever has the least power,” and sometimes “whoever suffers most,” but most often a combination of both. The second principle, meanwhile, may be used to defend revolutionary violence, although this interpretation has just as often been repudiated by pacifistic radicals, among whom two of the most famous are, of course, Mahatma Gandhi and Martin Luther King, Jr . In the pacifist’s interpretation, the body that we must place between the gears is not that of our enemy but our own. In doing this, we may pay the ultimate price with our actual bodies, in the non-metaphorical sense. More usually, the risk is to our livelihoods, our reputations, our futures. Before these most recent campus protests began, we had an example of this kind of action in the climate movement. For several years now, many people have been protesting the economic and political machinery that perpetuates climate change, by blocking roads, throwing paint, interrupting plays, and committing many other arrestable offenses that can appear ridiculous to skeptics (or, at the very least, performative), but which in truth represent a level of personal sacrifice unimaginable to many of us.

I experienced this not long ago while participating in an XR climate rally in London. When it came to the point in the proceedings where I was asked by my fellow-protesters whether I’d be willing to commit an arrestable offense—one that would likely lead to a conviction and thus make travelling to the United States difficult or even impossible—I’m ashamed to say that I declined that offer. Turns out, I could not give up my relationship with New York City for the future of the planet. I’d just about managed to stop buying plastic bottles (except when very thirsty) and was trying to fly less. But never to see New York again? What pitiful ethical creatures we are (I am)! Falling at the first hurdle! Anyone who finds themselves rolling their eyes at any young person willing to put their own future into jeopardy for an ethical principle should ask themselves where the limits of their own commitments lie—also whether they’ve bought a plastic bottle or booked a flight recently. A humbling inquiry.

It is difficult to look at the recent Columbia University protests in particular without being reminded of the campus protests of the nineteen-sixties and seventies, some of which happened on the very same lawns. At that time, a cynical political class was forced to observe the spectacle of its own privileged youth standing in solidarity with the weakest historical actors of the moment, a group that included, but was not restricted to, African Americans and the Vietnamese. By placing such people within their ethical zone of interest, young Americans risked both their own academic and personal futures and—in the infamous case of Kent State—their lives. I imagine that the students at Columbia—and protesters on other campuses—fully intend this echo, and, in their unequivocal demand for both a ceasefire and financial divestment from this terrible war, to a certain extent they have achieved it.

But, when I open newspapers and see students dismissing the idea that some of their fellow-students feel, at this particular moment, unsafe on campus, or arguing that such a feeling is simply not worth attending to, given the magnitude of what is occurring in Gaza, I find such sentiments cynical and unworthy of this movement. For it may well be—within the ethical zone of interest that is a campus, which was not so long ago defined as a safe space, delineated by the boundary of a generation’s ethical ideas— it may well be that a Jewish student walking past the tents, who finds herself referred to as a Zionist, and then is warned to keep her distance, is, in that moment, the weakest participant in the zone. If the concept of safety is foundational to these students’ ethical philosophy (as I take it to be), and, if the protests are committed to reinserting ethical principles into a cynical and corrupt politics, it is not right to divest from these same ethics at the very moment they come into conflict with other imperatives. The point of a foundational ethics is that it is not contingent but foundational. That is precisely its challenge to a corrupt politics.

Practicing our ethics in the real world involves a constant testing of them, a recognition that our zones of ethical interest have no fixed boundaries and may need to widen and shrink moment by moment as the situation demands. (Those brave students who—in supporting the ethical necessity of a ceasefire—find themselves at painful odds with family, friends, faith, or community have already made this calculation.) This flexibility can also have the positive long-term political effect of allowing us to comprehend that, although our duty to the weakest is permanent, the role of “the weakest” is not an existential matter independent of time and space but, rather, a contingent situation, continually subject to change. By contrast, there is a dangerous rigidity to be found in the idea that concern for the dreadful situation of the hostages is somehow in opposition to, or incompatible with, the demand for a ceasefire. Surely a ceasefire—as well as being an ethical necessity—is also in the immediate absolute interest of the hostages, a fact that cannot be erased by tearing their posters off walls.

Part of the significance of a student protest is the ways in which it gives young people the opportunity to insist upon an ethical principle while still being, comparatively speaking, a more rational force than the supposed adults in the room, against whose crazed magical thinking they have been forced to define themselves. The equality of all human life was never a self-evident truth in racially segregated America. There was no way to “win” in Vietnam. Hamas will not be “eliminated.” The more than seven million Jewish human beings who live in the gap between the river and the sea will not simply vanish because you think that they should. All of that is just rhetoric. Words. Cathartic to chant, perhaps, but essentially meaningless. A ceasefire, meanwhile, is both a potential reality and an ethical necessity. The monstrous and brutal mass murder of more than eleven hundred people, the majority of them civilians, dozens of them children, on October 7th, has been followed by the monstrous and brutal mass murder (at the time of writing) of a reported fourteen thousand five hundred children. And many more human beings besides, but it’s impossible not to notice that the sort of people who take at face value phrases like “surgical strikes” and “controlled military operation” sometimes need to look at and/or think about dead children specifically in order to refocus their minds on reality.

To send the police in to arrest young people peacefully insisting upon a ceasefire represents a moral injury to us all. To do it with violence is a scandal. How could they do less than protest, in this moment? They are putting their own bodies into the machine. They deserve our support and praise. As to which postwar political arrangement any of these students may favor, and on what basis they favor it—that is all an argument for the day after a ceasefire. One state, two states, river to the sea—in my view, their views have no real weight in this particular moment, or very little weight next to the significance of their collective action, which (if I understand it correctly) is focussed on stopping the flow of money that is funding bloody murder, and calling for a ceasefire, the political euphemism that we use to mark the end of bloody murder. After a ceasefire, the criminal events of the past seven months should be tried and judged, and the infinitely difficult business of creating just, humane, and habitable political structures in the region must begin anew. Right now: ceasefire. And, as we make this demand, we might remind ourselves that a ceasefire is not, primarily, a political demand. Primarily, it is an ethical one.

But it is in the nature of the political that we cannot even attend to such ethical imperatives unless we first know the political position of whoever is speaking. (“Where do you stand on Israel/Palestine?”) In these constructed narratives, there are always a series of shibboleths, that is, phrases that can’t be said, or, conversely, phrases that must be said. Once these words or phrases have been spoken ( river to the sea, existential threat, right to defend, one state, two states, Zionist, colonialist, imperialist, terrorist ) and one’s positionality established, then and only then will the ethics of the question be attended to (or absolutely ignored). The objection may be raised at this point that I am behaving like a novelist, expressing a philosophy without a politics, or making some rarefied point about language and rhetoric while people commit bloody murder. This would normally be my own view, but, in the case of Israel/Palestine, language and rhetoric are and always have been weapons of mass destruction.

It is in fact perhaps the most acute example in the world of the use of words to justify bloody murder, to flatten and erase unbelievably labyrinthine histories, and to deliver the atavistic pleasure of violent simplicity to the many people who seem to believe that merely by saying something they make it so. It is no doubt a great relief to say the word “Hamas” as if it purely and solely described a terrorist entity. A great relief to say “There is no such thing as the Palestinian people” as they stand in front of you. A great relief to say “Zionist colonialist state” and accept those three words as a full and unimpeachable definition of the state of Israel, not only under the disastrous leadership of Benjamin Netanyahu but at every stage of its long and complex history, and also to hear them as a perfectly sufficient description of every man, woman, and child who has ever lived in Israel or happened to find themselves born within it. It is perhaps because we know these simplifications to be impossible that we insist upon them so passionately. They are shibboleths; they describe a people, by defining them against other people—but the people being described are ourselves. The person who says “We must eliminate Hamas” says this not necessarily because she thinks this is a possible outcome on this earth but because this sentence is the shibboleth that marks her membership in the community that says that. The person who uses the word “Zionist” as if that word were an unchanged and unchangeable monolith, meaning exactly the same thing in 2024 and 1948 as it meant in 1890 or 1901 or 1920—that person does not so much bring definitive clarity to the entangled history of Jews and Palestinians as they successfully and soothingly draw a line to mark their own zone of interest and where it ends. And while we all talk, carefully curating our shibboleths, presenting them to others and waiting for them to reveal themselves as with us or against us—while we do all that, bloody murder.

And now here we are, almost at the end of this little stream of words. We’ve arrived at the point at which I must state clearly “where I stand on the issue,” that is, which particular political settlement should, in my own, personal view, occur on the other side of a ceasefire. This is the point wherein—by my stating of a position—you are at once liberated into the simple pleasure of placing me firmly on one side or the other, putting me over there with those who lisp or those who don’t, with the Ephraimites, or with the people of Gilead. Yes, this is the point at which I stake my rhetorical flag in that fantastical, linguistical, conceptual, unreal place—built with words—where rapes are minimized as needs be, and the definition of genocide quibbled over, where the killing of babies is denied, and the precision of drones glorified, where histories are reconsidered or rewritten or analogized or simply ignored, and “Jew” and “colonialist” are synonymous, and “Palestinian” and “terrorist” are synonymous, and language is your accomplice and alibi in all of it. Language euphemized, instrumentalized, and abused, put to work for your cause and only for your cause, so that it does exactly and only what you want it to do. Let me make it easy for you. Put me wherever you want: misguided socialist, toothless humanist, naïve novelist, useful idiot, apologist, denier, ally, contrarian, collaborator, traitor, inexcusable coward. It is my view that my personal views have no more weight than an ear of corn in this particular essay. The only thing that has any weight in this particular essay is the dead. ♦

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I Don’t Write Like Alice Munro, but I Want to Live Like Her

By Sheila Heti

Ms. Heti is the author of the novels “Pure Colour,” “How Should a Person Be?” and, most recently, “Alphabetical Diaries.”

It is common to say “I was heartbroken to hear” that so-and-so died, but I really do feel heartbroken having learned about Alice Munro, who died on Monday.

As a writer, she modeled, in her life and art, that one must work with emotional sincerity and precision and concentration and depth — not on every kind of writing but on only one kind, the kind closest to one’s heart.

She has long been a North Star for many writers and was someone I have always felt guided by. We are very different writers, but I have kept her in mind, daily and for decades, as an example to follow (but failed to follow to the extent that she demonstrated it): that a fiction writer isn’t someone for hire.

A fiction writer isn’t someone who can write anything — movies, articles, obits! She isn’t a person in service to the magazines, to the newspapers, to the publishers or even to her audience. She doesn’t have to speak on the political issues of the day or on matters of importance to the culture right now but ought first and most to attend seriously to her task, which is her only task, writing the particular thing she was most suited to write.

Ms. Munro only ever wrote short stories — not novels, though she must have been pressured to. She died in a small town not too far from where she was born, choosing to remain close to the sort of people she grew up with, whom she remained ever curious about. Depth is wherever one stands, she showed us, convincingly.

Fiction writers are people, supposedly, who have things to say; they must, because they are so good with words. So people are always asking them: Can you say something about this or about this? But the art of hearing the voice of a fictional person or sensing a fictional world or working for years on some unfathomable creation is, in fact, the opposite of saying something with the opinionated and knowledgeable part of one’s mind. It is rather the humble craft of putting your opinions and ego aside and letting something be said through you.

Ms. Munro held to this division and never let the vanity that can come with being good with words persuade her to put her words just everywhere, in every possible way. Here was the best example in the world — in Canada, my own land — of someone who seemed to abide by classical artistic values in her choices as a person and in her choices on the page. I felt quietly reassured knowing that a hundred kilometers down the road was Alice Munro.

She was also an example of how a writer should be in public: modest, unpretentious, funny, generous and kind. I learned the lesson of generosity from her early. When I was 20 and was just starting to publish short stories, I sent her a fan letter. I don’t remember what my letter said. After a few months, I received a handwritten thank-you note from her in the mail. The fact that she replied at all and did so with such care taught me a lot about grace and consideration and has remained as a warmth within me since that day.

She will always remain for me, and for many others, a model of that grave yet joyous dedication to art — a dedication that inevitably informs the most important choices the artist makes about how to support that life. Probably Ms. Munro would laugh at this; no one knows the compromises another makes, especially when that person is as private as she was and transforms her trials into fiction. Yet whatever the truth of her daily existence, she still shines as a symbol of artistic purity and care.

I am grateful for all she gave to the world and for all the sacrifices she must have made to give it. I’m sorry to be here defying her example, but she was just too loved, and these words just came. Thank you, Alice Munro.

Sheila Heti is the author of the novels “Pure Colour,” “How Should a Person Be?” and, most recently, “Alphabetical Diaries.”

The Times is committed to publishing a diversity of letters to the editor. We’d like to hear what you think about this or any of our articles. Here are some tips . And here’s our email: [email protected] .

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

The tech world's reception to ChatGPT:

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

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

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

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

Insider's experiments: 

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

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

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

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

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

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

Developments in detecting ChatGPT: 

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

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

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

ChatGPT in society: 

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

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

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

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

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

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

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

What public figures think about ChatGPT and other AI tools:

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

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

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

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

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

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

ChatGPT's impact on jobs: 

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

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

Related stories

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

AI is going to eliminate way more jobs than anyone realizes

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

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

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

How AI tools like ChatGPT are changing the workforce:

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

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

How ChatGPT is shaping industries: 

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

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

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

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

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

How workers are using ChatGPT to boost productivity:  

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

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

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

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

How 6 workers are using ChatGPT to make their jobs easier

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

How people are using ChatGPT to make money:

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

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

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

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

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

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

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

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

How companies are navigating ChatGPT: 

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

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

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

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

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

How people are using ChatGPT in their personal lives:

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

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

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

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

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

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

Lawsuits against OpenAI:

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

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

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

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

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

Tips on how to write better ChatGPT prompts:

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

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

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

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

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

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

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

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• Published: 08 May 2024

Accurate structure prediction of biomolecular interactions with AlphaFold 3

• Josh Abramson   ORCID: orcid.org/0009-0000-3496-6952 1   na1 ,
• Jonas Adler   ORCID: orcid.org/0000-0001-9928-3407 1   na1 ,
• Jack Dunger 1   na1 ,
• Richard Evans   ORCID: orcid.org/0000-0003-4675-8469 1   na1 ,
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• Alexander Pritzel   ORCID: orcid.org/0000-0002-4233-9040 1   na1 ,
• Olaf Ronneberger   ORCID: orcid.org/0000-0002-4266-1515 1   na1 ,
• Lindsay Willmore   ORCID: orcid.org/0000-0003-4314-0778 1   na1 ,
• Andrew J. Ballard   ORCID: orcid.org/0000-0003-4956-5304 1 ,
• Joshua Bambrick   ORCID: orcid.org/0009-0003-3908-0722 2 ,
• Sebastian W. Bodenstein 1 ,
• David A. Evans 1 ,
• Chia-Chun Hung   ORCID: orcid.org/0000-0002-5264-9165 2 ,
• Michael O’Neill 1 ,
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• Kathryn Tunyasuvunakool   ORCID: orcid.org/0000-0002-8594-1074 1 ,
• Zachary Wu   ORCID: orcid.org/0000-0003-2429-9812 1 ,
• Akvilė Žemgulytė 1 ,
• Eirini Arvaniti 3 ,
• Charles Beattie   ORCID: orcid.org/0000-0003-1840-054X 3 ,
• Ottavia Bertolli   ORCID: orcid.org/0000-0001-8578-3216 3 ,
• Alex Bridgland 3 ,
• Alexey Cherepanov   ORCID: orcid.org/0000-0002-5227-0622 4 ,
• Miles Congreve 4 ,
• Alexander I. Cowen-Rivers 3 ,
• Andrew Cowie   ORCID: orcid.org/0000-0002-4491-1434 3 ,
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• Fabian B. Fuchs 3 ,
• Hannah Gladman 3 ,
• Rishub Jain 3 ,
• Yousuf A. Khan   ORCID: orcid.org/0000-0003-0201-2796 3 ,
• Caroline M. R. Low 4 ,
• Kuba Perlin 3 ,
• Anna Potapenko 3 ,
• Pascal Savy 4 ,
• Sukhdeep Singh 3 ,
• Adrian Stecula   ORCID: orcid.org/0000-0001-6914-6743 4 ,
• Ashok Thillaisundaram 3 ,
• Catherine Tong   ORCID: orcid.org/0000-0001-7570-4801 4 ,
• Sergei Yakneen   ORCID: orcid.org/0000-0001-7827-9839 4 ,
• Ellen D. Zhong   ORCID: orcid.org/0000-0001-6345-1907 3 ,
• Michal Zielinski 3 ,
• Augustin Žídek   ORCID: orcid.org/0000-0002-0748-9684 3 ,
• Victor Bapst 1   na2 ,
• Pushmeet Kohli   ORCID: orcid.org/0000-0002-7466-7997 1   na2 ,
• Max Jaderberg   ORCID: orcid.org/0000-0002-9033-2695 2   na2 ,
• Demis Hassabis   ORCID: orcid.org/0000-0003-2812-9917 1 , 2   na2 &
• John M. Jumper   ORCID: orcid.org/0000-0001-6169-6580 1   na2  

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• Drug discovery
• Machine learning
• Protein structure predictions
• Structural biology

The introduction of AlphaFold 2 1 has spurred a revolution in modelling the structure of proteins and their interactions, enabling a huge range of applications in protein modelling and design 2–6 . In this paper, we describe our AlphaFold 3 model with a substantially updated diffusion-based architecture, which is capable of joint structure prediction of complexes including proteins, nucleic acids, small molecules, ions, and modified residues. The new AlphaFold model demonstrates significantly improved accuracy over many previous specialised tools: far greater accuracy on protein-ligand interactions than state of the art docking tools, much higher accuracy on protein-nucleic acid interactions than nucleic-acid-specific predictors, and significantly higher antibody-antigen prediction accuracy than AlphaFold-Multimer v2.3 7,8 . Together these results show that high accuracy modelling across biomolecular space is possible within a single unified deep learning framework.

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Author information.

These authors contributed equally: Josh Abramson, Jonas Adler, Jack Dunger, Richard Evans, Tim Green, Alexander Pritzel, Olaf Ronneberger, Lindsay Willmore

These authors jointly supervised this work: Victor Bapst, Pushmeet Kohli, Max Jaderberg, Demis Hassabis, John M. Jumper

Authors and Affiliations

Core Contributor, Google DeepMind, London, UK

Josh Abramson, Jonas Adler, Jack Dunger, Richard Evans, Tim Green, Alexander Pritzel, Olaf Ronneberger, Lindsay Willmore, Andrew J. Ballard, Sebastian W. Bodenstein, David A. Evans, Michael O’Neill, David Reiman, Kathryn Tunyasuvunakool, Zachary Wu, Akvilė Žemgulytė, Victor Bapst, Pushmeet Kohli, Demis Hassabis & John M. Jumper

Core Contributor, Isomorphic Labs, London, UK

Joshua Bambrick, Chia-Chun Hung, Max Jaderberg & Demis Hassabis

Google DeepMind, London, UK

Eirini Arvaniti, Charles Beattie, Ottavia Bertolli, Alex Bridgland, Alexander I. Cowen-Rivers, Andrew Cowie, Michael Figurnov, Fabian B. Fuchs, Hannah Gladman, Rishub Jain, Yousuf A. Khan, Kuba Perlin, Anna Potapenko, Sukhdeep Singh, Ashok Thillaisundaram, Ellen D. Zhong, Michal Zielinski & Augustin Žídek

Isomorphic Labs, London, UK

Alexey Cherepanov, Miles Congreve, Caroline M. R. Low, Pascal Savy, Adrian Stecula, Catherine Tong & Sergei Yakneen

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Corresponding authors

Correspondence to Max Jaderberg , Demis Hassabis or John M. Jumper .

Supplementary information

Supplementary information.

This Supplementary Information file contains the following 9 sections: (1) Notation; (2) Data pipeline; (3) Model architecture; (4) Auxiliary heads; (5) Training and inference; (6) Evaluation; (7) Differences to AlphaFold2 and AlphaFold-Multimer; (8) Supplemental Results; and (9) Appendix: CCD Code and PDB ID tables.

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Abramson, J., Adler, J., Dunger, J. et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature (2024). https://doi.org/10.1038/s41586-024-07487-w

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Received : 19 December 2023

Accepted : 29 April 2024

Published : 08 May 2024

DOI : https://doi.org/10.1038/s41586-024-07487-w

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