essay using grammar

How to Write an Essay

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Essay Writing Fundamentals

How to prepare to write an essay, how to edit an essay, how to share and publish your essays, how to get essay writing help, how to find essay writing inspiration, resources for teaching essay writing.

Essays, short prose compositions on a particular theme or topic, are the bread and butter of academic life. You write them in class, for homework, and on standardized tests to show what you know. Unlike other kinds of academic writing (like the research paper) and creative writing (like short stories and poems), essays allow you to develop your original thoughts on a prompt or question. Essays come in many varieties: they can be expository (fleshing out an idea or claim), descriptive, (explaining a person, place, or thing), narrative (relating a personal experience), or persuasive (attempting to win over a reader). This guide is a collection of dozens of links about academic essay writing that we have researched, categorized, and annotated in order to help you improve your essay writing. 

Essays are different from other forms of writing; in turn, there are different kinds of essays. This section contains general resources for getting to know the essay and its variants. These resources introduce and define the essay as a genre, and will teach you what to expect from essay-based assessments.

Purdue OWL Online Writing Lab

One of the most trusted academic writing sites, Purdue OWL provides a concise introduction to the four most common types of academic essays.

"The Essay: History and Definition" (ThoughtCo)

This snappy article from ThoughtCo talks about the origins of the essay and different kinds of essays you might be asked to write. 

"What Is An Essay?" Video Lecture (Coursera)

The University of California at Irvine's free video lecture, available on Coursera, tells  you everything you need to know about the essay.

Wikipedia Article on the "Essay"

Wikipedia's article on the essay is comprehensive, providing both English-language and global perspectives on the essay form. Learn about the essay's history, forms, and styles.

"Understanding College and Academic Writing" (Aims Online Writing Lab)

This list of common academic writing assignments (including types of essay prompts) will help you know what to expect from essay-based assessments.

Before you start writing your essay, you need to figure out who you're writing for (audience), what you're writing about (topic/theme), and what you're going to say (argument and thesis). This section contains links to handouts, chapters, videos and more to help you prepare to write an essay.

How to Identify Your Audience

"Audience" (Univ. of North Carolina Writing Center)

This handout provides questions you can ask yourself to determine the audience for an academic writing assignment. It also suggests strategies for fitting your paper to your intended audience.

"Purpose, Audience, Tone, and Content" (Univ. of Minnesota Libraries)

This extensive book chapter from Writing for Success , available online through Minnesota Libraries Publishing, is followed by exercises to try out your new pre-writing skills.

"Determining Audience" (Aims Online Writing Lab)

This guide from a community college's writing center shows you how to know your audience, and how to incorporate that knowledge in your thesis statement.

"Know Your Audience" ( Paper Rater Blog)

This short blog post uses examples to show how implied audiences for essays differ. It reminds you to think of your instructor as an observer, who will know only the information you pass along.

How to Choose a Theme or Topic

"Research Tutorial: Developing Your Topic" (YouTube)

Take a look at this short video tutorial from the University of North Carolina at Chapel Hill to understand the basics of developing a writing topic.

"How to Choose a Paper Topic" (WikiHow)

This simple, step-by-step guide (with pictures!) walks you through choosing a paper topic. It starts with a detailed description of brainstorming and ends with strategies to refine your broad topic.

"How to Read an Assignment: Moving From Assignment to Topic" (Harvard College Writing Center)

Did your teacher give you a prompt or other instructions? This guide helps you understand the relationship between an essay assignment and your essay's topic.

"Guidelines for Choosing a Topic" (CliffsNotes)

This study guide from CliffsNotes both discusses how to choose a topic and makes a useful distinction between "topic" and "thesis."

How to Come Up with an Argument

"Argument" (Univ. of North Carolina Writing Center)

Not sure what "argument" means in the context of academic writing? This page from the University of North Carolina is a good place to start.

"The Essay Guide: Finding an Argument" (Study Hub)

This handout explains why it's important to have an argument when beginning your essay, and provides tools to help you choose a viable argument.

"Writing a Thesis and Making an Argument" (University of Iowa)

This page from the University of Iowa's Writing Center contains exercises through which you can develop and refine your argument and thesis statement.

"Developing a Thesis" (Harvard College Writing Center)

This page from Harvard's Writing Center collates some helpful dos and don'ts of argumentative writing, from steps in constructing a thesis to avoiding vague and confrontational thesis statements.

"Suggestions for Developing Argumentative Essays" (Berkeley Student Learning Center)

This page offers concrete suggestions for each stage of the essay writing process, from topic selection to drafting and editing. 

How to Outline your Essay

"Outlines" (Univ. of North Carolina at Chapel Hill via YouTube)

This short video tutorial from the University of North Carolina at Chapel Hill shows how to group your ideas into paragraphs or sections to begin the outlining process.

"Essay Outline" (Univ. of Washington Tacoma)

This two-page handout by a university professor simply defines the parts of an essay and then organizes them into an example outline.

"Types of Outlines and Samples" (Purdue OWL Online Writing Lab)

Purdue OWL gives examples of diverse outline strategies on this page, including the alphanumeric, full sentence, and decimal styles. 

"Outlining" (Harvard College Writing Center)

Once you have an argument, according to this handout, there are only three steps in the outline process: generalizing, ordering, and putting it all together. Then you're ready to write!

"Writing Essays" (Plymouth Univ.)

This packet, part of Plymouth University's Learning Development series, contains descriptions and diagrams relating to the outlining process.

"How to Write A Good Argumentative Essay: Logical Structure" (Criticalthinkingtutorials.com via YouTube)

This longer video tutorial gives an overview of how to structure your essay in order to support your argument or thesis. It is part of a longer course on academic writing hosted on Udemy.

Now that you've chosen and refined your topic and created an outline, use these resources to complete the writing process. Most essays contain introductions (which articulate your thesis statement), body paragraphs, and conclusions. Transitions facilitate the flow from one paragraph to the next so that support for your thesis builds throughout the essay. Sources and citations show where you got the evidence to support your thesis, which ensures that you avoid plagiarism. 

How to Write an Introduction

"Introductions" (Univ. of North Carolina Writing Center)

This page identifies the role of the introduction in any successful paper, suggests strategies for writing introductions, and warns against less effective introductions.

"How to Write A Good Introduction" (Michigan State Writing Center)

Beginning with the most common missteps in writing introductions, this guide condenses the essentials of introduction composition into seven points.

"The Introductory Paragraph" (ThoughtCo)

This blog post from academic advisor and college enrollment counselor Grace Fleming focuses on ways to grab your reader's attention at the beginning of your essay.

"Introductions and Conclusions" (Univ. of Toronto)

This guide from the University of Toronto gives advice that applies to writing both introductions and conclusions, including dos and don'ts.

"How to Write Better Essays: No One Does Introductions Properly" ( The Guardian )

This news article interviews UK professors on student essay writing; they point to introductions as the area that needs the most improvement.

How to Write a Thesis Statement

"Writing an Effective Thesis Statement" (YouTube)

This short, simple video tutorial from a college composition instructor at Tulsa Community College explains what a thesis statement is and what it does. 

"Thesis Statement: Four Steps to a Great Essay" (YouTube)

This fantastic tutorial walks you through drafting a thesis, using an essay prompt on Nathaniel Hawthorne's The Scarlet Letter as an example.

"How to Write a Thesis Statement" (WikiHow)

This step-by-step guide (with pictures!) walks you through coming up with, writing, and editing a thesis statement. It invites you think of your statement as a "working thesis" that can change.

"How to Write a Thesis Statement" (Univ. of Indiana Bloomington)

Ask yourself the questions on this page, part of Indiana Bloomington's Writing Tutorial Services, when you're writing and refining your thesis statement.

"Writing Tips: Thesis Statements" (Univ. of Illinois Center for Writing Studies)

This page gives plentiful examples of good to great thesis statements, and offers questions to ask yourself when formulating a thesis statement.

How to Write Body Paragraphs

"Body Paragraph" (Brightstorm)

This module of a free online course introduces you to the components of a body paragraph. These include the topic sentence, information, evidence, and analysis.

"Strong Body Paragraphs" (Washington Univ.)

This handout from Washington's Writing and Research Center offers in-depth descriptions of the parts of a successful body paragraph.

"Guide to Paragraph Structure" (Deakin Univ.)

This handout is notable for color-coding example body paragraphs to help you identify the functions various sentences perform.

"Writing Body Paragraphs" (Univ. of Minnesota Libraries)

The exercises in this section of Writing for Success  will help you practice writing good body paragraphs. It includes guidance on selecting primary support for your thesis.

"The Writing Process—Body Paragraphs" (Aims Online Writing Lab)

The information and exercises on this page will familiarize you with outlining and writing body paragraphs, and includes links to more information on topic sentences and transitions.

"The Five-Paragraph Essay" (ThoughtCo)

This blog post discusses body paragraphs in the context of one of the most common academic essay types in secondary schools.

How to Use Transitions

"Transitions" (Univ. of North Carolina Writing Center)

This page from the University of North Carolina at Chapel Hill explains what a transition is, and how to know if you need to improve your transitions.

"Using Transitions Effectively" (Washington Univ.)

This handout defines transitions, offers tips for using them, and contains a useful list of common transitional words and phrases grouped by function.

"Transitions" (Aims Online Writing Lab)

This page compares paragraphs without transitions to paragraphs with transitions, and in doing so shows how important these connective words and phrases are.

"Transitions in Academic Essays" (Scribbr)

This page lists four techniques that will help you make sure your reader follows your train of thought, including grouping similar information and using transition words.

"Transitions" (El Paso Community College)

This handout shows example transitions within paragraphs for context, and explains how transitions improve your essay's flow and voice.

"Make Your Paragraphs Flow to Improve Writing" (ThoughtCo)

This blog post, another from academic advisor and college enrollment counselor Grace Fleming, talks about transitions and other strategies to improve your essay's overall flow.

"Transition Words" (smartwords.org)

This handy word bank will help you find transition words when you're feeling stuck. It's grouped by the transition's function, whether that is to show agreement, opposition, condition, or consequence.

How to Write a Conclusion

"Parts of An Essay: Conclusions" (Brightstorm)

This module of a free online course explains how to conclude an academic essay. It suggests thinking about the "3Rs": return to hook, restate your thesis, and relate to the reader.

"Essay Conclusions" (Univ. of Maryland University College)

This overview of the academic essay conclusion contains helpful examples and links to further resources for writing good conclusions.

"How to End An Essay" (WikiHow)

This step-by-step guide (with pictures!) by an English Ph.D. walks you through writing a conclusion, from brainstorming to ending with a flourish.

"Ending the Essay: Conclusions" (Harvard College Writing Center)

This page collates useful strategies for writing an effective conclusion, and reminds you to "close the discussion without closing it off" to further conversation.

How to Include Sources and Citations

"Research and Citation Resources" (Purdue OWL Online Writing Lab)

Purdue OWL streamlines information about the three most common referencing styles (MLA, Chicago, and APA) and provides examples of how to cite different resources in each system.

EasyBib: Free Bibliography Generator

This online tool allows you to input information about your source and automatically generate citations in any style. Be sure to select your resource type before clicking the "cite it" button.

CitationMachine

Like EasyBib, this online tool allows you to input information about your source and automatically generate citations in any style. 

Modern Language Association Handbook (MLA)

Here, you'll find the definitive and up-to-date record of MLA referencing rules. Order through the link above, or check to see if your library has a copy.

Chicago Manual of Style

Here, you'll find the definitive and up-to-date record of Chicago referencing rules. You can take a look at the table of contents, then choose to subscribe or start a free trial.

How to Avoid Plagiarism

"What is Plagiarism?" (plagiarism.org)

This nonprofit website contains numerous resources for identifying and avoiding plagiarism, and reminds you that even common activities like copying images from another website to your own site may constitute plagiarism.

"Plagiarism" (University of Oxford)

This interactive page from the University of Oxford helps you check for plagiarism in your work, making it clear how to avoid citing another person's work without full acknowledgement.

"Avoiding Plagiarism" (MIT Comparative Media Studies)

This quick guide explains what plagiarism is, what its consequences are, and how to avoid it. It starts by defining three words—quotation, paraphrase, and summary—that all constitute citation.

"Harvard Guide to Using Sources" (Harvard Extension School)

This comprehensive website from Harvard brings together articles, videos, and handouts about referencing, citation, and plagiarism. 

Grammarly contains tons of helpful grammar and writing resources, including a free tool to automatically scan your essay to check for close affinities to published work. 

Noplag is another popular online tool that automatically scans your essay to check for signs of plagiarism. Simply copy and paste your essay into the box and click "start checking."

Once you've written your essay, you'll want to edit (improve content), proofread (check for spelling and grammar mistakes), and finalize your work until you're ready to hand it in. This section brings together tips and resources for navigating the editing process. 

"Writing a First Draft" (Academic Help)

This is an introduction to the drafting process from the site Academic Help, with tips for getting your ideas on paper before editing begins.

"Editing and Proofreading" (Univ. of North Carolina Writing Center)

This page provides general strategies for revising your writing. They've intentionally left seven errors in the handout, to give you practice in spotting them.

"How to Proofread Effectively" (ThoughtCo)

This article from ThoughtCo, along with those linked at the bottom, help describe common mistakes to check for when proofreading.

"7 Simple Edits That Make Your Writing 100% More Powerful" (SmartBlogger)

This blog post emphasizes the importance of powerful, concise language, and reminds you that even your personal writing heroes create clunky first drafts.

"Editing Tips for Effective Writing" (Univ. of Pennsylvania)

On this page from Penn's International Relations department, you'll find tips for effective prose, errors to watch out for, and reminders about formatting.

"Editing the Essay" (Harvard College Writing Center)

This article, the first of two parts, gives you applicable strategies for the editing process. It suggests reading your essay aloud, removing any jargon, and being unafraid to remove even "dazzling" sentences that don't belong.

"Guide to Editing and Proofreading" (Oxford Learning Institute)

This handout from Oxford covers the basics of editing and proofreading, and reminds you that neither task should be rushed. 

In addition to plagiarism-checkers, Grammarly has a plug-in for your web browser that checks your writing for common mistakes.

After you've prepared, written, and edited your essay, you might want to share it outside the classroom. This section alerts you to print and web opportunities to share your essays with the wider world, from online writing communities and blogs to published journals geared toward young writers.

Sharing Your Essays Online

Go Teen Writers

Go Teen Writers is an online community for writers aged 13 - 19. It was founded by Stephanie Morrill, an author of contemporary young adult novels. 

Tumblr is a blogging website where you can share your writing and interact with other writers online. It's easy to add photos, links, audio, and video components.

Writersky provides an online platform for publishing and reading other youth writers' work. Its current content is mostly devoted to fiction.

Publishing Your Essays Online

This teen literary journal publishes in print, on the web, and (more frequently), on a blog. It is committed to ensuring that "teens see their authentic experience reflected on its pages."

The Matador Review

This youth writing platform celebrates "alternative," unconventional writing. The link above will take you directly to the site's "submissions" page.

Teen Ink has a website, monthly newsprint magazine, and quarterly poetry magazine promoting the work of young writers.

The largest online reading platform, Wattpad enables you to publish your work and read others' work. Its inline commenting feature allows you to share thoughts as you read along.

Publishing Your Essays in Print

Canvas Teen Literary Journal

This quarterly literary magazine is published for young writers by young writers. They accept many kinds of writing, including essays.

The Claremont Review

This biannual international magazine, first published in 1992, publishes poetry, essays, and short stories from writers aged 13 - 19.

Skipping Stones

This young writers magazine, founded in 1988, celebrates themes relating to ecological and cultural diversity. It publishes poems, photos, articles, and stories.

The Telling Room

This nonprofit writing center based in Maine publishes children's work on their website and in book form. The link above directs you to the site's submissions page.

Essay Contests

Scholastic Arts and Writing Awards

This prestigious international writing contest for students in grades 7 - 12 has been committed to "supporting the future of creativity since 1923."

Society of Professional Journalists High School Essay Contest

An annual essay contest on the theme of journalism and media, the Society of Professional Journalists High School Essay Contest awards scholarships up to $1,000.

National YoungArts Foundation

Here, you'll find information on a government-sponsored writing competition for writers aged 15 - 18. The foundation welcomes submissions of creative nonfiction, novels, scripts, poetry, short story and spoken word.

Signet Classics Student Scholarship Essay Contest

With prompts on a different literary work each year, this competition from Signet Classics awards college scholarships up to $1,000.

"The Ultimate Guide to High School Essay Contests" (CollegeVine)

See this handy guide from CollegeVine for a list of more competitions you can enter with your academic essay, from the National Council of Teachers of English Achievement Awards to the National High School Essay Contest by the U.S. Institute of Peace.

Whether you're struggling to write academic essays or you think you're a pro, there are workshops and online tools that can help you become an even better writer. Even the most seasoned writers encounter writer's block, so be proactive and look through our curated list of resources to combat this common frustration.

Online Essay-writing Classes and Workshops

"Getting Started with Essay Writing" (Coursera)

Coursera offers lots of free, high-quality online classes taught by college professors. Here's one example, taught by instructors from the University of California Irvine.

"Writing and English" (Brightstorm)

Brightstorm's free video lectures are easy to navigate by topic. This unit on the parts of an essay features content on the essay hook, thesis, supporting evidence, and more.

"How to Write an Essay" (EdX)

EdX is another open online university course website with several two- to five-week courses on the essay. This one is geared toward English language learners.

Writer's Digest University

This renowned writers' website offers online workshops and interactive tutorials. The courses offered cover everything from how to get started through how to get published.

Writing.com

Signing up for this online writer's community gives you access to helpful resources as well as an international community of writers.

How to Overcome Writer's Block

"Symptoms and Cures for Writer's Block" (Purdue OWL)

Purdue OWL offers a list of signs you might have writer's block, along with ways to overcome it. Consider trying out some "invention strategies" or ways to curb writing anxiety.

"Overcoming Writer's Block: Three Tips" ( The Guardian )

These tips, geared toward academic writing specifically, are practical and effective. The authors advocate setting realistic goals, creating dedicated writing time, and participating in social writing.

"Writing Tips: Strategies for Overcoming Writer's Block" (Univ. of Illinois)

This page from the University of Illinois at Urbana-Champaign's Center for Writing Studies acquaints you with strategies that do and do not work to overcome writer's block.

"Writer's Block" (Univ. of Toronto)

Ask yourself the questions on this page; if the answer is "yes," try out some of the article's strategies. Each question is accompanied by at least two possible solutions.

If you have essays to write but are short on ideas, this section's links to prompts, example student essays, and celebrated essays by professional writers might help. You'll find writing prompts from a variety of sources, student essays to inspire you, and a number of essay writing collections.

Essay Writing Prompts

"50 Argumentative Essay Topics" (ThoughtCo)

Take a look at this list and the others ThoughtCo has curated for different kinds of essays. As the author notes, "a number of these topics are controversial and that's the point."

"401 Prompts for Argumentative Writing" ( New York Times )

This list (and the linked lists to persuasive and narrative writing prompts), besides being impressive in length, is put together by actual high school English teachers.

"SAT Sample Essay Prompts" (College Board)

If you're a student in the U.S., your classroom essay prompts are likely modeled on the prompts in U.S. college entrance exams. Take a look at these official examples from the SAT.

"Popular College Application Essay Topics" (Princeton Review)

This page from the Princeton Review dissects recent Common Application essay topics and discusses strategies for answering them.

Example Student Essays

"501 Writing Prompts" (DePaul Univ.)

This nearly 200-page packet, compiled by the LearningExpress Skill Builder in Focus Writing Team, is stuffed with writing prompts, example essays, and commentary.

"Topics in English" (Kibin)

Kibin is a for-pay essay help website, but its example essays (organized by topic) are available for free. You'll find essays on everything from  A Christmas Carol  to perseverance.

"Student Writing Models" (Thoughtful Learning)

Thoughtful Learning, a website that offers a variety of teaching materials, provides sample student essays on various topics and organizes them by grade level.

"Five-Paragraph Essay" (ThoughtCo)

In this blog post by a former professor of English and rhetoric, ThoughtCo brings together examples of five-paragraph essays and commentary on the form.

The Best Essay Writing Collections

The Best American Essays of the Century by Joyce Carol Oates (Amazon)

This collection of American essays spanning the twentieth century was compiled by award winning author and Princeton professor Joyce Carol Oates.

The Best American Essays 2017 by Leslie Jamison (Amazon)

Leslie Jamison, the celebrated author of essay collection  The Empathy Exams , collects recent, high-profile essays into a single volume.

The Art of the Personal Essay by Phillip Lopate (Amazon)

Documentary writer Phillip Lopate curates this historical overview of the personal essay's development, from the classical era to the present.

The White Album by Joan Didion (Amazon)

This seminal essay collection was authored by one of the most acclaimed personal essayists of all time, American journalist Joan Didion.

Consider the Lobster by David Foster Wallace (Amazon)

Read this famous essay collection by David Foster Wallace, who is known for his experimentation with the essay form. He pushed the boundaries of personal essay, reportage, and political polemic.

"50 Successful Harvard Application Essays" (Staff of the The Harvard Crimson )

If you're looking for examples of exceptional college application essays, this volume from Harvard's daily student newspaper is one of the best collections on the market.

Are you an instructor looking for the best resources for teaching essay writing? This section contains resources for developing in-class activities and student homework assignments. You'll find content from both well-known university writing centers and online writing labs.

Essay Writing Classroom Activities for Students

"In-class Writing Exercises" (Univ. of North Carolina Writing Center)

This page lists exercises related to brainstorming, organizing, drafting, and revising. It also contains suggestions for how to implement the suggested exercises.

"Teaching with Writing" (Univ. of Minnesota Center for Writing)

Instructions and encouragement for using "freewriting," one-minute papers, logbooks, and other write-to-learn activities in the classroom can be found here.

"Writing Worksheets" (Berkeley Student Learning Center)

Berkeley offers this bank of writing worksheets to use in class. They are nested under headings for "Prewriting," "Revision," "Research Papers" and more.

"Using Sources and Avoiding Plagiarism" (DePaul University)

Use these activities and worksheets from DePaul's Teaching Commons when instructing students on proper academic citation practices.

Essay Writing Homework Activities for Students

"Grammar and Punctuation Exercises" (Aims Online Writing Lab)

These five interactive online activities allow students to practice editing and proofreading. They'll hone their skills in correcting comma splices and run-ons, identifying fragments, using correct pronoun agreement, and comma usage.

"Student Interactives" (Read Write Think)

Read Write Think hosts interactive tools, games, and videos for developing writing skills. They can practice organizing and summarizing, writing poetry, and developing lines of inquiry and analysis.

This free website offers writing and grammar activities for all grade levels. The lessons are designed to be used both for large classes and smaller groups.

"Writing Activities and Lessons for Every Grade" (Education World)

Education World's page on writing activities and lessons links you to more free, online resources for learning how to "W.R.I.T.E.": write, revise, inform, think, and edit.

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Words: 859 |

Published: Mar 3, 2020

Words: 859 | Pages: 2 | 5 min read

Works Cited:

• Harris, A., Joyce, P., & Eastoe, D. (2012). Leadership theory and educational outcomes: The case of distributed and transformational leadership. International Journal of Leadership in Education, 15(3), 269-283.
• National Honor Society. (n.d.). National Honor Society. https://www.nhs.us/
• Lewis, L. A. (2017). Leadership styles in high school students. Journal of School Leadership, 27(5), 484-504.
• Berkowicz, J., & Myers, A. (2018, September 13). Opinion: The importance of character education. Education Week. https://www.edweek.org/leadership/opinion-the-importance-of-character-education/2018/09
• Hanushek, E. A. (2017, Winter). Scholarship in high school: A look at the research. Education Next. https://www.educationnext.org/scholarship-in-high-school-look-at-research/
• HelpGuide.org. (n.d.). Volunteering and its surprising benefits. https://www.helpguide.org/articles/healthy-living/volunteering-and-its-surprising-benefits.htm

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Now that the lawyers are laying out their respective theories of the case in the criminal prosecution of Donald Trump in New York, it would be understandable if people’s heads are spinning. The defense lawyers claimed this is a case about hush money as a legitimate tool in democratic elections, while the prosecutors insisted it is about “a criminal scheme to corrupt the 2016 presidential election.”

Yet this case is not really about election interference, nor is it a politically motivated attempt to criminalize a benign personal deal. Boring as it may sound, it is a case about business integrity.

It’s not surprising that the lawyers on both sides are trying to make this about something sexier. This is a narrative device used to make the jurors and the public side with them, but it has also created confusion. On the one hand, some legal experts claim that the conduct charged in New York was the original election interference. On the other hand, some critics think the criminal case is a witch hunt, and others claim it is trivial at best and at worst the product of selective prosecution.

As someone who worked in the Manhattan district attorney’s office and enforced the laws that Mr. Trump is accused of violating, I stand firmly in neither camp. It is an important and straightforward case, albeit workmanlike and unglamorous. In time, after the smoke created by lawyers has cleared, it will be easy to see why the prosecution is both solid and legitimate.

It would hardly make for a dramatic opening statement or cable news sound bite, but the case is about preventing wealthy people from using their businesses to commit crimes and hide from accountability. Manhattan prosecutors have long considered it their province to ensure the integrity of the financial markets. As Robert Morgenthau, a former Manhattan district attorney, liked to say , “You cannot prosecute crime in the streets without prosecuting crime in the suites.”

Lawmakers in New York, the financial capital of the world, consider access to markets and industry in New York a privilege for businesspeople. It is a felony to abuse that privilege by doctoring records to commit or conceal crimes, even if the businessman never accomplishes the goal and even if the false records never see the light of day. The idea is that an organization’s records should reflect an honest accounting. It is not a crime to make a mistake, but lying is a different story. It is easy to evade accountability by turning a business into a cover, providing a false trail for whichever regulator might care to look. The law ( falsification of business records ) deprives wealthy, powerful businessmen of the ability to do so with impunity, at least when they’re conducting business in the city.

Prosecutors and New York courts have interpreted this law generously, with its general purpose in mind. The element of intent to defraud carries a broad meaning, which is not limited to the intent of cheating someone out of money or property. Further, intent is often proved with circumstantial evidence, as is common in white-collar cases. After presenting evidence, prosecutors ask jurors to use their common sense to infer what the possible intent may be, and New York jurors frequently conclude that a defendant must have gone to the trouble of creating this false paper trail for a reason.

Mr. Trump is accused of creating 11 false invoices, 12 false ledger entries and 11 false checks and check stubs, with the intent to violate federal election laws, state election laws or state tax laws. The number of lies it took to create this false record itself helps prove intent. His defense attorneys will claim that he was merely trying to bury a false story to protect his family from embarrassment. The timing of the payments — immediately after the potentially damaging “Access Hollywood” tape was released and right before the election — makes that claim implausible.

As many have pointed out, Michael Cohen, Mr. Trump’s former lawyer and fixer, is a witness with a remarkable amount of baggage. But as with most business records cases, his testimony will largely add color to the tweets, handwritten notes, bank documents and shell corporations. Documents don’t lie.

More important, jurors are particularly good at applying common sense. Mr. Trump didn’t go to all this trouble just to protect his family members, who might have known about accusations of his involvement with the porn star Stormy Daniels or similar ones. We may never learn which crime the jurors believe Trump was seeking to commit or cover up, but they can still conclude beyond a reasonable doubt that this was his intent.

It is not unusual for lawyers to give narrative arcs to their legal theories, reasons to care about the evidence and animating thoughts that may make jurors more inclined to convict or acquit.

When the jurors deliberate, they will weigh the warring narratives in light of the evidence, and the judge will instruct them in the law. Then the narrative frames should recede into the background. The key is to offer one that is both captivating and closely tied to the facts so that when the jurors put the pieces of evidence together, it is the story they believe.

If one side promises too much, it risks losing the jurors. In their opening remarks, Mr. Trump’s lawyers insisted that he was innocent, that all the witnesses were liars. Such a sweeping theory is a dangerous strategy because if the jurors believe part of the prosecution’s case, just one or two of the witnesses, then the jurors may lose faith in the defense altogether.

For the prosecution, the elements of the crime in this case do not require a finding that Mr. Trump interfered with the 2016 election. Nor does it matter whether he had sex with Ms. Daniels. Instead, the real elements concern the way Mr. Trump used his business for a cover-up. By emphasizing the crime he was intending to conceal rather than the false business records, the prosecution also risks confusing the jury into thinking about whether the lies affected the election. It might lead them to wonder why Mr. Trump wasn’t charged with this alleged election crime by the federal government — a talking point that he has promoted publicly.

Even if the case seems simpler in this light, we are still left with the question: Is it really worth charging a former president for this? While the New York business records law is important, it is no doubt true that the conduct pales in comparison with the effort to overthrow the 2020 election, at issue in the special counsel Jack Smith’s Jan. 6 prosecution of Mr. Trump.

Taking this case on its own terms as a business records case offers a different and arguably more convincing way to defend its legitimacy. It is a simple case that is similar to hundreds of other cases brought in New York. The simplicity and run-of-the-mill nature of the prosecution make it easier to defend against claims of politicization in the following sense: Mr. Trump was a businessman for many years in New York long before he was president. If others would be prosecuted for this conduct and no man is above the law, then he should be, too.

So by all means, listen to the stories that the lawyers tell, soak up the drama of hush-money payments and the alternate universe in which Hillary Clinton won the election. But just as the jurors should ultimately consider the facts and the law, it would be wise for everyone else to focus on what the case is really about.

Rebecca Roiphe, a former assistant district attorney in the Manhattan District Attorney’s Office, is a law professor at New York Law School.

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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 ,
• Tim Green   ORCID: orcid.org/0000-0002-3227-1505 1   na1 ,
• 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 ,
• David Reiman   ORCID: orcid.org/0000-0002-1605-7197 1 ,
• 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 ,
• Michael Figurnov   ORCID: orcid.org/0000-0003-1386-8741 3 ,
• 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  

Nature ( 2024 ) Cite this article

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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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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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Accepted : 29 April 2024

Published : 08 May 2024

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

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