The Writing Center • University of North Carolina at Chapel Hill

Editing and Proofreading

What this handout is about.

This handout provides some tips and strategies for revising your writing. To give you a chance to practice proofreading, we have left seven errors (three spelling errors, two punctuation errors, and two grammatical errors) in the text of this handout. See if you can spot them!

Is editing the same thing as proofreading?

Not exactly. Although many people use the terms interchangeably, editing and proofreading are two different stages of the revision process. Both demand close and careful reading, but they focus on different aspects of the writing and employ different techniques.

Some tips that apply to both editing and proofreading

  • Get some distance from the text! It’s hard to edit or proofread a paper that you’ve just finished writing—it’s still to familiar, and you tend to skip over a lot of errors. Put the paper aside for a few hours, days, or weeks. Go for a run. Take a trip to the beach. Clear your head of what you’ve written so you can take a fresh look at the paper and see what is really on the page. Better yet, give the paper to a friend—you can’t get much more distance than that. Someone who is reading the paper for the first time, comes to it with completely fresh eyes.
  • Decide which medium lets you proofread most carefully. Some people like to work right at the computer, while others like to sit back with a printed copy that they can mark up as they read.
  • Try changing the look of your document. Altering the size, spacing, color, or style of the text may trick your brain into thinking it’s seeing an unfamiliar document, and that can help you get a different perspective on what you’ve written.
  • Find a quiet place to work. Don’t try to do your proofreading in front of the TV or while you’re chugging away on the treadmill. Find a place where you can concentrate and avoid distractions.
  • If possible, do your editing and proofreading in several short blocks of time. Your concentration may start to wane if you try to proofread the entire text at one time.
  • If you’re short on time, you may wish to prioritize. Make sure that you complete the most important editing and proofreading tasks.

Editing is what you begin doing as soon as you finish your first draft. You reread your draft to see, for example, whether the paper is well-organized, the transitions between paragraphs are smooth, and your evidence really backs up your argument. You can edit on several levels:

Have you done everything the assignment requires? Are the claims you make accurate? If it is required to do so, does your paper make an argument? Is the argument complete? Are all of your claims consistent? Have you supported each point with adequate evidence? Is all of the information in your paper relevant to the assignment and/or your overall writing goal? (For additional tips, see our handouts on understanding assignments and developing an argument .)

Overall structure

Does your paper have an appropriate introduction and conclusion? Is your thesis clearly stated in your introduction? Is it clear how each paragraph in the body of your paper is related to your thesis? Are the paragraphs arranged in a logical sequence? Have you made clear transitions between paragraphs? One way to check the structure of your paper is to make a reverse outline of the paper after you have written the first draft. (See our handouts on introductions , conclusions , thesis statements , and transitions .)

Structure within paragraphs

Does each paragraph have a clear topic sentence? Does each paragraph stick to one main idea? Are there any extraneous or missing sentences in any of your paragraphs? (See our handout on paragraph development .)

Have you defined any important terms that might be unclear to your reader? Is the meaning of each sentence clear? (One way to answer this question is to read your paper one sentence at a time, starting at the end and working backwards so that you will not unconsciously fill in content from previous sentences.) Is it clear what each pronoun (he, she, it, they, which, who, this, etc.) refers to? Have you chosen the proper words to express your ideas? Avoid using words you find in the thesaurus that aren’t part of your normal vocabulary; you may misuse them.

Have you used an appropriate tone (formal, informal, persuasive, etc.)? Is your use of gendered language (masculine and feminine pronouns like “he” or “she,” words like “fireman” that contain “man,” and words that some people incorrectly assume apply to only one gender—for example, some people assume “nurse” must refer to a woman) appropriate? Have you varied the length and structure of your sentences? Do you tends to use the passive voice too often? Does your writing contain a lot of unnecessary phrases like “there is,” “there are,” “due to the fact that,” etc.? Do you repeat a strong word (for example, a vivid main verb) unnecessarily? (For tips, see our handouts on style and gender-inclusive language .)

Have you appropriately cited quotes, paraphrases, and ideas you got from sources? Are your citations in the correct format? (See the UNC Libraries citation tutorial for more information.)

As you edit at all of these levels, you will usually make significant revisions to the content and wording of your paper. Keep an eye out for patterns of error; knowing what kinds of problems you tend to have will be helpful, especially if you are editing a large document like a thesis or dissertation. Once you have identified a pattern, you can develop techniques for spotting and correcting future instances of that pattern. For example, if you notice that you often discuss several distinct topics in each paragraph, you can go through your paper and underline the key words in each paragraph, then break the paragraphs up so that each one focuses on just one main idea.

Proofreading

Proofreading is the final stage of the editing process, focusing on surface errors such as misspellings and mistakes in grammar and punctuation. You should proofread only after you have finished all of your other editing revisions.

Why proofread? It’s the content that really matters, right?

Content is important. But like it or not, the way a paper looks affects the way others judge it. When you’ve worked hard to develop and present your ideas, you don’t want careless errors distracting your reader from what you have to say. It’s worth paying attention to the details that help you to make a good impression.

Most people devote only a few minutes to proofreading, hoping to catch any glaring errors that jump out from the page. But a quick and cursory reading, especially after you’ve been working long and hard on a paper, usually misses a lot. It’s better to work with a definite plan that helps you to search systematically for specific kinds of errors.

Sure, this takes a little extra time, but it pays off in the end. If you know that you have an effective way to catch errors when the paper is almost finished, you can worry less about editing while you are writing your first drafts. This makes the entire writing proccess more efficient.

Try to keep the editing and proofreading processes separate. When you are editing an early draft, you don’t want to be bothered with thinking about punctuation, grammar, and spelling. If your worrying about the spelling of a word or the placement of a comma, you’re not focusing on the more important task of developing and connecting ideas.

The proofreading process

You probably already use some of the strategies discussed below. Experiment with different tactics until you find a system that works well for you. The important thing is to make the process systematic and focused so that you catch as many errors as possible in the least amount of time.

  • Don’t rely entirely on spelling checkers. These can be useful tools but they are far from foolproof. Spell checkers have a limited dictionary, so some words that show up as misspelled may really just not be in their memory. In addition, spell checkers will not catch misspellings that form another valid word. For example, if you type “your” instead of “you’re,” “to” instead of “too,” or “there” instead of “their,” the spell checker won’t catch the error.
  • Grammar checkers can be even more problematic. These programs work with a limited number of rules, so they can’t identify every error and often make mistakes. They also fail to give thorough explanations to help you understand why a sentence should be revised. You may want to use a grammar checker to help you identify potential run-on sentences or too-frequent use of the passive voice, but you need to be able to evaluate the feedback it provides.
  • Proofread for only one kind of error at a time. If you try to identify and revise too many things at once, you risk losing focus, and your proofreading will be less effective. It’s easier to catch grammar errors if you aren’t checking punctuation and spelling at the same time. In addition, some of the techniques that work well for spotting one kind of mistake won’t catch others.
  • Read slow, and read every word. Try reading out loud , which forces you to say each word and also lets you hear how the words sound together. When you read silently or too quickly, you may skip over errors or make unconscious corrections.
  • Separate the text into individual sentences. This is another technique to help you to read every sentence carefully. Simply press the return key after every period so that every line begins a new sentence. Then read each sentence separately, looking for grammar, punctuation, or spelling errors. If you’re working with a printed copy, try using an opaque object like a ruler or a piece of paper to isolate the line you’re working on.
  • Circle every punctuation mark. This forces you to look at each one. As you circle, ask yourself if the punctuation is correct.
  • Read the paper backwards. This technique is helpful for checking spelling. Start with the last word on the last page and work your way back to the beginning, reading each word separately. Because content, punctuation, and grammar won’t make any sense, your focus will be entirely on the spelling of each word. You can also read backwards sentence by sentence to check grammar; this will help you avoid becoming distracted by content issues.
  • Proofreading is a learning process. You’re not just looking for errors that you recognize; you’re also learning to recognize and correct new errors. This is where handbooks and dictionaries come in. Keep the ones you find helpful close at hand as you proofread.
  • Ignorance may be bliss, but it won’t make you a better proofreader. You’ll often find things that don’t seem quite right to you, but you may not be quite sure what’s wrong either. A word looks like it might be misspelled, but the spell checker didn’t catch it. You think you need a comma between two words, but you’re not sure why. Should you use “that” instead of “which”? If you’re not sure about something, look it up.
  • The proofreading process becomes more efficient as you develop and practice a systematic strategy. You’ll learn to identify the specific areas of your own writing that need careful attention, and knowing that you have a sound method for finding errors will help you to focus more on developing your ideas while you are drafting the paper.

Think you’ve got it?

Then give it a try, if you haven’t already! This handout contains seven errors our proofreader should have caught: three spelling errors, two punctuation errors, and two grammatical errors. Try to find them, and then check a version of this page with the errors marked in red to see if you’re a proofreading star.

Works consulted

We consulted these works while writing this handout. This is not a comprehensive list of resources on the handout’s topic, and we encourage you to do your own research to find additional publications. Please do not use this list as a model for the format of your own reference list, as it may not match the citation style you are using. For guidance on formatting citations, please see the UNC Libraries citation tutorial . We revise these tips periodically and welcome feedback.

Especially for non-native speakers of English:

Ascher, Allen. 2006. Think About Editing: An ESL Guide for the Harbrace Handbooks . Boston: Wadsworth Cengage Learning.

Lane, Janet, and Ellen Lange. 2012. Writing Clearly: Grammar for Editing , 3rd ed. Boston: Heinle.

For everyone:

Einsohn, Amy. 2011. The Copyeditor’s Handbook: A Guide for Book Publishing and Corporate Communications , 3rd ed. Berkeley: University of California Press.

Lanham, Richard A. 2006. Revising Prose , 5th ed. New York: Pearson Longman.

Tarshis, Barry. 1998. How to Be Your Own Best Editor: The Toolkit for Everyone Who Writes . New York: Three Rivers Press.

You may reproduce it for non-commercial use if you use the entire handout and attribute the source: The Writing Center, University of North Carolina at Chapel Hill

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Writing a Paper: Proofreading

Introduction.

Proofreading involves reading your document to correct the smaller typographical, grammatical, and spelling errors. Proofreading is usually the very last step you take before sending off the final draft of your work for evaluation or publication. It comes after you have addressed larger matters such as style, content, citations, and organization during revising. Like revising, proofreading demands a close and careful reading of the text. Although quite tedious, it is a necessary and worthwhile exercise that ensures that your reader is not distracted by careless mistakes.

Tips for Proofreading

  • Set aside the document for a few hours or even a few days before proofreading. Taking a bit of time off enables you to see the document anew. A document that might have seemed well written one day may not look the same when you review it a few days later. Taking a step back provides you with a fresh (and possibly more constructive) perspective.
  • Make a conscious effort to proofread at a specific time of day (or night!) when you are most alert to spotting errors. If you are a morning person, try proofreading then. If you are a night owl, try proofreading at this time.
  • Reviewing the document in a different format and having the ability to manually circle and underline errors can help you take the perspective of the reader, identifying issues that you might ordinarily miss. Additionally, a hard copy gives you a different visual format (away from your computer screen) to see the words anew.
  • Although useful, programs like Word's spell-checker and Grammarly can misidentify or not catch errors. Although grammar checkers give relevant tips and recommendations, they are only helpful if you know how to apply the feedback they provide. Similarly, MS Word's spell checker may not catch words that are spelled correctly but used in the wrong context (e.g., differentiating between their, they're , and there ). Beyond that, sometimes a spell checker may mark a correct word as wrong simply because the word is not found in the spell checker's dictionary. To supplement tools such as these, be sure to use dictionaries and other grammar resources to check your work. You can also make appointments with our writing instructors for feedback concerning grammar and word choice, as well as other areas of your writing!
  • Reading a text aloud allows you to identify errors that you might gloss over when reading silently. This technique is particularly useful for identifying run-on and other types of awkward sentences. If you can, read for an audience. Ask a friend or family member to listen to your work and provide feedback, checking for comprehension, organization, and flow.
  • Hearing someone else read your work allows you to simply listen without having to focus on the written words yourself. You can be a more critical listener when you are engaged in only the audible words.
  • By reading the document backwards, sentence by sentence, you are able to focus only on the words and sentences without paying attention to the context or content.
  • Placing a ruler or a blank sheet of paper under each line as you read it will give your eyes a manageable amount of text to read.
  • If you can identify one type of error that you struggle with (perhaps something that a faculty member has commented on in your previous work), go through the document and look specifically for these types of errors. Learn from your mistakes, too, by mastering the problem concept so that it does not appear in subsequent drafts.
  • Related to the previous strategy of checking for familiar errors, you can proofread by focusing on one error at a time. For instance, if commas are your most frequent problem, go through the paper checking just that one problem. Then proofread again for the next most frequent problem.
  • After you have finished making corrections, have someone else scan the document for errors. A different set of eyes and a mind that is detached from the writing can identify errors that you may have overlooked.
  • Remember that proofreading is not just about errors. You want to polish your sentences, making them smooth, interesting, and clear. Watch for very long sentences, since they may be less clear than shorter, more direct sentences. Pay attention to the rhythm of your writing; try to use sentences of varying lengths and patterns. Look for unnecessary phrases, repetition, and awkward spots.

Download and print a copy of our proofreading bookmark to use as a reference as you write!

  • Proofreading Bookmark Printable bookmark with tips on proofreading a document.

Proofreading for Grammar Video

Note that this video was created while APA 6 was the style guide edition in use. There may be some examples of writing that have not been updated to APA 7 guidelines.

  • Mastering the Mechanics: Proofreading for Grammar (video transcript)

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What Is Proofreading? Everything You Need to Know about Having Your Work Proofread

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Your boss or professor may have told you in the past that you need to proofread your work before submitting it. Although you didn't admit it at the time, it's possible that you asked yourself the following questions: What is proofreading anyway? What is involved in the proofreading process? Why should I even bother?

You might know that proofreading does not involve in-depth changes or fact checking and that  proofreading is not the same as editing . It seems that, when we're talking about proofreading, the matter of what proofreading is  not  comes up a lot more than what proofreading  is .

While that information is helpful, it still doesn't answer your original question: what is proofreading?

Here's the simplest definition, which the rest of this article will explain in greater detail:

Proofreading is the process of reviewing the final draft of a piece of writing to ensure consistency and accuracy in grammar, spelling, punctuation, and formatting.

What is traditional proofreading?

One of the things clouding people's understanding of what proofreading entails is the fact that the word is used differently in different fields. Asking "What is proofreading?" to someone in the publishing profession, for example, will likely garner a very different reply than asking someone at a university.

Someone in the publishing industry would view proofreading as the last possible opportunity to revise a manuscript before it is printed and published. The proofreader compares the proofs—printed versions of the manuscript, which include all the formatting, page numbers, headers, etc. that will be included in the final edition—with the edited copy to make sure that no errors have been introduced by the formatting or printing.

But wait—I thought proofreading was about fixing spelling mistakes?

The word  proofreading  has taken on a definition separate from the role it plays in the publication of manuscripts.

Correcting Mistakes

What most people are referring to when they use the word  proofreading  is the process of checking a document for any kind of grammatical, typographical, or formatting errors. Proofreading should always be the last step taken before a document is published online, handed in to a professor, submitted for a job application, or otherwise shared with its intended audience.

What kinds of errors are identified and fixed during proofreading?

By the time a document is ready to be proofread, it should have been edited already. This means its content should already be well organized, well written, and easy to understand. Editing also involves removing errors, but it focuses more on making sure the document makes sense as a whole.

Proofreading, on the other hand, is about finding errors both small and large that were either missed or introduced during editing. Proofreaders ensure that the document's final draft is completely free of grammatical errors (e.g., subject–verb agreement problems, incorrect word choices, improper punctuation usage, and incorrect spelling) as well as formatting and typographical errors. They also make sure the document adheres to the chosen style guide.

Unlike traditional proofreaders in the publishing industry, document proofreaders are not limited in the number of revisions they can make to a document, as there is generally no elevated proofreading cost associated with making more changes. However, if proofreaders find that most of the document still requires extensive changes, they may recommend that it undergo another round of editing.

Though a proofread is less extensive than an edit, it is an important step when preparing a piece of writing to be read by other people, as errors can cause confusion or be seen as unprofessional. Scribendi's proofreading services will help you polish your writing and ensure it is ready for your readers.

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Home / Guides / Writing Guides / Writing Tips / How to Proofread a Paper

How to Proofread a Paper

There are five steps to the writing process— prewriting, writing, revising, editing, and publishing. After writing your paper, there are two whole steps you need to do before turning it in. That’s right—revising your essay takes just as many steps as writing it in the first place.

Step 1: Revising—The Big Picture

As you can see, revising is step 3, or the first thing you should do after writing your essay. Revising does not mean looking at spelling or grammar; that comes with the next step, editing. Rather, revising means looking at the paper as a whole and identifying (and correcting) to make the essay flow better.

  • Organization

Read your essay with an eye for how it’s organized. For example, does it makes sense to talk about gathering ingredients for a ham sandwich in the last paragraph before the conclusion? Not really.

To identify bad organization, you have to know how you’ve organized your paper. You can organize your essay in many different ways, some of which include:

  • Chronology (progression through time)
  • Logic (what makes the most sense to talk about first, second, and so on)
  • Topic (group body paragraphs so that the topic stays the same until you’re ready to move on)

The decision about how to organize the paper should be made in step 1 of the writing process, during prewriting. Outlines are helpful for ensuring that you write the essay in an organized way. You may find when you revise the essay that the organization on the outline had some gaps in logic or chronology. That’s ok—this is the time to move paragraphs around!

  • Making Sentences Flow

A step below organization is checking for flow. Look at each individual paragraph and ensure that the sentences string together in a rhythm that can easily be followed. In other words, you want the reader to be able to move easily through the writing without having to pause to figure out what you were trying to say.

An easy way to fix this problem is transition words . There are many, many words that help sentences connect to one another. Use words such as:

  • In other words

There are tons more, but the idea is that you use these terms when you want to connect the idea of one sentence to the preceding sentence, whether it agrees or not.

Example: Transition Word of Agreement

I jogged to the store to catch up with my friend, who I’d spied driving down the road. Strangely enough , she didn’t turn the car off when she went inside.

Example: Transition Word of Disagreement

My dog sat languishing in the sun to warm up after being in the cold air conditioning. Be that as it may, I don’t like him to get too hot, so I brought him back inside.
  • Making Quotes and Examples Flow

Another way to make sure your essay flows well is to ensure that every quote, paraphrase, summary, or example is well introduced and explained. When you fail to do this, it makes the reader pause.

If you tell your reader who says it, then follow the quote with an analysis of the quote and why you used it, the reader is able to keep up a good rhythm. That’s your goal.

need to proofread essay

  • Introduction of quote/paraphrase (top bread)
  • The quote/paraphrase itself (meat or sandwich filling)
  • Analysis/explanation (bottom bread)

This strategy will ensure that your readers are clued in to each quote and can read at a steady pace.

Example: Quotation Sandwich

In his article on salads, Sam Sifton of the New York Times says, “[Julia’s] recipe for simple vinaigrette may anyway change your life for the better, forever.” Vinaigrettes may be known for lacking the creaminess that traditional salad dressing has, but Sifton pushes us to give them another look.

*Referenced article is linked here .

Step 2: Editing—The Details

When you get to the fourth step of the writing process, editing, you’re in for some fine tuning. This step ensures that your writing is correct and easier to read.

  • Basic Paper Formatting

With any essay that you’re turning in for a grade, there should be some sort of format you follow. The most common formats for students are MLA format and APA format , but teachers can add their own rules. Pay attention to what is required and check for this formatting once your revising is done. Look at example pages to make sure you’ve got it right. Do you have one-inch margins? Size 12 font? Is your heading in the correct place? And so on.

  • Checking for Slang

Although some slang might be ok in essay in order for your voice to shine through, most of the time, formal writing is required. Unless your teacher tells you that slang is ok, avoid using words like “ain’t” or “man” or whatever is popular online or at school these days.

Read through your essay and look for these words. You may find it helpful to have someone else read through it, or to read it out loud yourself. When you find slang words, replace them with formal terms.

One of the most important things to look for when you’re editing your paper is proper grammar. While there are many grammar rules, here are a few major ones to make sure you’ve got it right:

  • Subject-verb agreement
  • Verb tense consistency
  • Plural agreement
  • Pronoun agreement

It might be helpful to review grammar rules from previous years of study to ensure that you’re getting it right. You can also submit your essay to a tutor for their help in identifying incorrect grammar.

  • Punctuation

Finally, one of the most basic and important parts of an essay is ensuring punctuation is correct. This means you’re looking at commas, periods, semicolons, colons, apostrophes, dashes, quotation marks, and so on. You’re looking both for missing and incorrectly placed punctuation. Commas can be quite complex, but here’s a quick snapshot of some of the most pertinent comma rules:

  • Comma before a coordinating conjunction
  • Comma after an introductory phrase
  • Comma before a quote or after it, depending on its location in the sentence
  • Comma in a series of items

Again, it might be helpful to look at basic punctuation rules before reviewing your essay. It’s also helpful to have someone else, like a tutor, look over the essay to catch mistakes you missed.

During the revising and editing steps of the writing process, there certainly is a lot to do. But don’t let that overwhelm you. Take it one step at a time. Ignore comma errors while revising; then forget about organization when you’re hunting for missing periods. In the end, your polished essay will likely be well rewarded.

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Here are some common proofreading issues that come up for many writers. For grammatical or spelling errors, try underlining or highlighting words that often trip you up. On a sentence level, take note of which errors you make frequently. Also make note of common sentence errors you have such as run-on sentences, comma splices, or sentence fragments—this will help you proofread more efficiently in the future.

  • Do not solely rely on your computer's spell-check—it will not get everything!
  • Trace a pencil carefully under each line of text to see words individually.
  • Be especially careful of words that have tricky letter combinations, like "ei/ie.”
  • Take special care of homonyms like your/you're, to/too/two, and there/their/they're, as spell check will not recognize these as errors.

Left-out and doubled words

Read the paper slowly aloud to make sure you haven't missed or repeated any words. Also, try reading your paper one sentence at a time in reverse—this will enable you to focus on the individual sentences.

Sentence Fragments

Sentence fragments are sections of a sentence that are not grammatically whole sentences. For example, “Ate a sandwich” is a sentence fragment because it lacks a subject.

Make sure each sentence has a subject:

  • “Looked at the OWL website.” is a sentence fragment without a subject.
  • “The students looked at the OWL website.” Adding the subject “students” makes it a complete sentence.

Make sure each sentence has a complete verb.

  • “They trying to improve their writing skills.” is an incomplete sentence because “trying” is an incomplete verb.
  • “They were trying to improve their writing skills.” In this sentence, “were” is necessary to make “trying” a complete verb.

See that each sentence has an independent clause. Remember that a dependent clause cannot stand on its own. In the following examples, green highlighting indicates dependent clauses while yellow indicates independent clauses.

  • “ Which is why the students read all of the handouts carefully .” This is a dependent clause that needs an independent clause. As of right now, it is a sentence fragment.
  • “ Students knew they were going to be tested on the handouts, which is why they read all of the handouts carefully .” The first part of the sentence, “Students knew they were going to be tested,” is an independent clause. Pairing it with a dependent clause makes this example a complete sentence.

Run-on Sentences

  • Review each sentence to see whether it contains more than one independent clause.
  • If there is more than one independent clause, check to make sure the clauses are separated by the appropriate punctuation.
  • Sometimes, it is just as effective (or even more so) to simply break the sentence into two separate sentences instead of including punctuation to separate the clauses.
  • Run on: “ I have to write a research paper for my class about extreme sports all I know about the subject is that I'm interested in it. ” These are two independent clauses without any punctuation or conjunctions separating the two.
  • Edited version: " I have to write a research paper for my class about extreme sports, and all I know about the subject is that I'm interested in it ." The two highlighted portions are independent clauses. They are connected by the appropriate conjunction “and,” and a comma.
  • Another edited version: “ I have to write a research paper for my class about extreme sports. All I know about the subject is that I'm interested in it .” In this case, these two independent clauses are separated into individual sentences separated by a period and capitalization.

Comma Splices

  • Look closely at sentences that have commas.
  • See if the sentence contains two independent clauses. Independent clauses are complete sentences.
  • If there are two independent clauses, they should be connected with a comma and a conjunction (and, but, for, or, so, yet, nor). Commas are not needed for some subordinating conjunctions (because, for, since, while, etc.) because these conjunctions are used to combine dependent and independent clauses.
  • Another option is to take out the comma and insert a semicolon instead.
  • Comma Splice: “ I would like to write my paper about basketball , it's a topic I can talk about at length .” The highlighted portions are independent clauses. A comma alone is not enough to connect them.
  • Edited version: “ I would like to write my paper about basketball because it's a topic I can talk about at length .” Here, the yellow highlighted portion is an independent clause while the green highlighted portion is a dependent clause. The subordinating conjunction “because” connects these two clauses.
  • Edited version, using a semicolon: “ I would like to write my paper about basketball ; it’s a topic I can talk about at length .” Here, a semicolon connects two similar independent clauses.

Subject/Verb Agreement

  • Find the subject of each sentence.
  • Find the verb that goes with the subject.
  • The subject and verb should match in number, meaning that if the subject is plural, the verb should be as well.
  • An easy way to do this is to underline all subjects. Then, circle or highlight the verbs one at a time and see if they match.
  • Incorrect subject verb agreement: “ Students at the university level usually is very busy.” Here, the subject “students” is plural, and the verb “is” is singular, so they don’t match.
  • Edited version: “ Students at the university level usually are very busy.” “Are” is a plural verb that matches the plural noun, “students.”

Mixed Construction

Read through your sentences carefully to make sure that they do not start with one sentence structure and shift to another. A sentence that does this is called a mixed construction.

  • “ Since I have a lot of work to do is why I can't go out tonight .” Both green highlighted sections of the sentence are dependent clauses. Two dependent clauses do not make a complete sentence.
  • Edited version: “ Since I have a lot of work to do , I can't go out tonight .” The green highlighted portion is a dependent clause while the yellow is an independent clause. Thus, this example is a complete sentence.

Parallelism

Look through your paper for series of items, usually separated by commas. Also, make sure these items are in parallel form, meaning they all use a similar form.

  • Example: “Being a good friend involves listening , to be considerate, and that you know how to have fun.” In this example, “listening” is in present tense, “to be” is in the infinitive form, and “that you know how to have fun” is a sentence fragment. These items in the series do not match up.
  • Edited version: “Being a good friend involves listening , being considerate, and having fun.” In this example, “listening,” “being,” and “having” are all in the present continuous (-ing endings) tense. They are in parallel form.

Pronoun Reference/Agreement

  • Skim your paper, searching for pronouns.
  • Search for the noun that the pronoun replaces.
  • If you can't find any nouns, insert one beforehand or change the pronoun to a noun.
  • If you can find a noun, be sure it agrees in number and person with your pronoun.
  • “ Sam had three waffles for breakfast. He wasn’t hungry again until lunch.” Here, it is clear that Sam is the “he” referred to in the second sentence. Thus, the singular third person pronoun, “he,” matches with Sam.
  • “ Teresa and Ariel walked the dog. The dog bit her .” In this case, it is unclear who the dog bit because the pronoun, “her,” could refer to either Teresa or Ariel.
  • “ Teresa and Ariel walked the dog. Later, it bit them .” Here, the third person plural pronoun, “them,” matches the nouns that precede it. It’s clear that the dog bit both people.
  • “Teresa and Ariel walked the dog. Teresa unhooked the leash, and the dog bit her .” In these sentences, it is assumed that Teresa is the “her” in the second sentence because her name directly precedes the singular pronoun, “her.”

Apostrophes

  • Skim your paper, stopping only at those words which end in "s." If the "s" is used to indicate possession, there should be an apostrophe, as in “Mary's book.”
  • Look over the contractions, like “you're” for “you are,” “it's” for “it is,” etc. Each of these should include an apostrophe.
  • Remember that apostrophes are not used to make words plural. When making a word plural, only an "s" is added, not an apostrophe and an "s."
  • “ It’s a good day for a walk.” This sentence is correct because “it’s” can be replaced with “it is.”
  • “A bird nests on that tree. See its eggs?” In this case, “its” is a pronoun describing the noun, “bird.” Because it is a pronoun, no apostrophe is needed.
  • “Classes are cancelled today” is a correct sentence whereas “Class’s are cancelled today” is incorrect because the plural form of class simply adds an “-es” to the end of the word.
  • “ Sandra’s markers don’t work.” Here, Sandra needs an apostrophe because the noun is a possessive one. The apostrophe tells the reader that Sandra owns the markers.

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Quick Guide to Proofreading | What, Why and How to Proofread

Published on 19 September 2022 by Shona McCombes . Revised on 15 May 2023.

Proofreading means carefully checking for errors in a text before it is published or shared. It is the very last stage of the writing process , when you fix minor spelling and punctuation mistakes, typos, formatting issues and inconsistencies.

Proofreading is essential for any text that will be shared with an audience, whether it’s an academic paper, a job application, an online article, or a print flyer. Depending on your skills and budget, you can choose to proofread the text yourself or to hire a professional.

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Table of contents

Proofreading example, proofreading vs editing, proofreading tips and tricks, choosing a proofreading service, recommended proofreading service, frequently asked questions about proofreading.

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Editing and proofreading are different steps in the process of revising a text. Editing can involve major changes to content, structure and language, but proofreading focuses only on minor errors and inconsistencies.

Often a text will go through several stages of editing before it is proofread. The table below shows some common steps in the editing process.

The four stages of editing and proofreading

Do i need to go through every stage.

It depends on the type and length of text. You don’t need to strictly follow the division of tasks shown above, but a good piece of writing will nearly always go through a similar process of revising, editing and proofreading.

In the traditional publishing process, the stages are clearly divided, with different professionals responsible for each revision. A separate proofread of the final print version is necessary, especially because new typographical errors can be introduced during production.

However, in texts that don’t need to be formatted for mass printing, there is often more overlap between the steps. Some editorial services combine copy editing and proofreading into a single stage (sometimes called proof-editing), where grammar, syntax and style are addressed at the same time as minor spelling and punctuation errors.

Basic proofreading skills are important for anyone who writes. For everyday texts, such as business reports, blogs, or college papers, there are some techniques you can use to proofread efficiently and effectively before sharing your work.

Edit your writing first

Before you get to the final stage of proofreading, make sure you’ve thoroughly revised and edited your work. There’s no point spending time fixing minor errors if you might later remove whole sections or rewrite paragraphs. Only proofread once you’ve got a completed final draft that you’re happy with.

Take a break from the text

When you’ve been reading and rereading the same words for hours or days, it becomes much harder to notice mistakes. Before proofreading, set your work aside for a while so that you can look at it with fresh eyes.

Ideally you should wait at least a day or two before final proofreading, but if you’re on a tight deadline, even a half hour break can help.

Proofread a printout

Seeing your words on a printed page is another useful strategy for noticing things that might have escaped your attention on the screen. If the final version will be printed, this is also a good chance to check your formatting is correct and consistent on the page.

Use digital shortcuts

While reading from print can help you spot errors, word processing software can help you fix them efficiently. Most obviously, run a spell check – but don’t rely on the computer to catch every mistake.

If you notice that you’ve repeatedly misspelled a particular word, inconsistently capitalised a term, or switched between UK and US English , you can use the Find and Replace function to fix the same mistake throughout the document.

Be careful, though, and don’t use ‘replace all’. Click through and check every replacement to avoid accidentally adding more errors!

Learn from your mistakes

Pay attention to the errors that keep recurring in the text. This can help you avoid them in future.

Knowing what to look out for is the most challenging part of proofreading. You’ll probably notice obvious typos, but subtle mistakes in grammar and punctuation can be harder to recognise. The table below shows some of the most common errors to look out for.

What to watch out for when proofreading

If you lack confidence in your written English, or if you just want to ensure you haven’t missed anything in an important document, you might want to consider using a professional proofreading service.

There are two main options: you can hire a freelance proofreader, or you can send your document to a proofreading and editing company. There are various things to consider when choosing a service.

Do you only need proofreading or also editing?

It’s important to have a clear idea of how much work your text requires. People often think they only need proofreading when, in reality, the text would benefit from some level of editing as well.

If you send a proofreader a document full of grammar mistakes, confusing sentences, and difficult-to-follow paragraphs, they might decline the job or recommend a different service.

Many freelancers and companies offer both editing and proofreading, either separately (with separate pricing) or combined into one service. Make sure you understand exactly what kind of changes are included. Will the editor only correct minor errors, or will they also comment on awkward phrasings and structural issues?

Should the proofreader be specialised in your type of document?

Many different types of documents require proofreading: from literary novels to technical reports, from PhD dissertations to promotional flyers. The best choice of service is usually one that’s specialised in your type of document.

While proofreaders and copy editors generally don’t need expert knowledge of the text’s content, the process will be smoother if your proofreader is familiar with the rules and conventions of the genre you’re working in.

How much does proofreading cost?

The cost of proofreading varies widely. The price depends partly on the proofreader’s location and level of experience, the type and length of text, and the turnaround time. Rates are usually calculated per word or per hour. If the service also focuses on formatting, it may be priced per page.

How long does proofreading take?

You should try to leave plenty of time for editing and proofreading, but if you have a hard deadline, it’s important to find a service that can deliver on time.

Most companies offer various choices of deadline, but it’s best to plan a minimum of 24 hours for proofreading. The price will generally be lower if you can wait longer to have your document returned.

For very long documents, it might not be possible to complete the job in 24 hours, especially if you also need editing services. For combined proofreading and copy editing, you can expect an experienced editor to complete around 10,000–15,000 words in a single day.

How can you check the quality and reliability of the service?

Like everything on the internet, the quality of proofreading services varies widely. Do your research before you choose one. There are a few things you can check:

  • Online reviews : are they rated on independent review sites (e.g. Trustpilot ) or freelancer platforms (e.g. Upwork )?
  • Qualifications : do they have professional training and experience? If you’re using a company, how do they select and train proofreaders?
  • Customer service : are they easily contactable and responsive to inquiries?
  • Complaints policy : what happens if you’re not happy with the job? Can you get a refund or a second edit?

Scribbr offers proofreading services for students and academic editing services for all sorts of study-related documents, including essays, papers, theses, dissertations, reports, and proposals.

The basic service combines proofreading and copy editing at a rate of  £0.013 per word. You can choose between a 24-hour, 3-day, or 7-day turnaround time.

Scribbr is rated  4.6   on Trustpilot, with 12,628  reviews so far.

Editing and proofreading are different steps in the process of revising a text.

Editing comes first, and can involve major changes to content, structure and language. The first stages of editing are often done by authors themselves, while a professional editor makes the final improvements to grammar and style (for example, by improving sentence structure and word choice ).

Proofreading is the final stage of checking a text before it is published or shared. It focuses on correcting minor errors and inconsistencies (for example, in punctuation and capitalization ). Proofreaders often also check for formatting issues, especially in print publishing.

Whether you’re publishing a blog, submitting a research paper , or even just writing an important email, there are a few techniques you can use to make sure it’s error-free:

  • Take a break : Set your work aside for at least a few hours so that you can look at it with fresh eyes.
  • Proofread a printout : Staring at a screen for too long can cause fatigue – sit down with a pen and paper to check the final version.
  • Use digital shortcuts : Take note of any recurring mistakes (for example, misspelling a particular word, switching between US and UK English , or inconsistently capitalizing a term), and use Find and Replace to fix it throughout the document.

If you want to be confident that an important text is error-free, it might be worth choosing a professional proofreading service instead.

The cost of proofreading depends on the type and length of text, the turnaround time, and the level of services required. Most proofreading companies charge per word or page, while freelancers sometimes charge an hourly rate.

For proofreading alone, which involves only basic corrections of typos and formatting mistakes, you might pay as little as £0.01 per word, but in many cases, your text will also require some level of editing , which costs slightly more.

It’s often possible to purchase combined proofreading and editing services and calculate the price in advance based on your requirements.

There are many different routes to becoming a professional proofreader or editor. The necessary qualifications depend on the field – to be an academic or scientific proofreader, for example, you will need at least a university degree in a relevant subject.

For most proofreading jobs, experience and demonstrated skills are more important than specific qualifications. Often your skills will be tested as part of the application process.

To learn practical proofreading skills, you can choose to take a course with a professional organisation such as the Society for Editors and Proofreaders . Alternatively, you can apply to companies that offer specialised on-the-job training programmes, such as the Scribbr Academy .

Cite this Scribbr article

If you want to cite this source, you can copy and paste the citation or click the ‘Cite this Scribbr article’ button to automatically add the citation to our free Reference Generator.

McCombes, S. (2023, May 15). Quick Guide to Proofreading | What, Why and How to Proofread. Scribbr. Retrieved 6 May 2024, from https://www.scribbr.co.uk/english-language/proofreading-guide/

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Honeybees Invaded My House, and No One Would Help

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By Sarah Kliff

  • Published April 30, 2024 Updated May 2, 2024

Responding to fears of a “honeybee collapse,” 30 states have passed laws to protect the pollinators. But when they invaded my house, I learned that the honeybees didn’t need saving.

I noticed the first bee one afternoon as my dog gleefully chased it around the house. When the pest settled on a window by the stairwell, I swatted it with a cookbook and cleaned up the mess.

Five minutes later, another bee buzzed at the same window. Then a third in my kids’ room. When I heard a loud droning coming from inside a wall next to my son’s bed, the ominous situation finally hit me: The house was infested.

Listen to this article with reporter commentary

This was early April, the start of “swarm season,” when honeybee colonies search for places to build new hives. A small gap in the roof gave them access to our attic and put us on the honeybee real estate market.

But in those first frantic hours, as I darted from room to room slamming the book on them, we thought the insects might be wasps. My husband called an exterminator, who agreed to come the next morning. Then a bee-loving friend who saw a photo told us they were honeybees. When we updated the exterminator, he canceled the appointment.

Once honeybees move in, it turns out, they are particularly difficult to evict.

Several bees crawling at the bottom of a window screen with blinds.

Over the past two decades, fears of a collapsing honeybee population have inspired elegiac journalism and 30 state laws aiming to protect pollinators. Three states have given special tax breaks to beekeepers, and others have devoted millions to studying the disappearing colonies. In Washington, where I live, the DC Beekeepers Alliance notes that it is “illegal for pest control contractors to spray honeybees.”

As evening approached and a gray cloud of bees grew steadily outside our roof’s crack, we headed to a hotel, kids and energetic dog in tow. My 2-year-old danced around pretending to be a bee, her hands pointed into a stinger. My 5-year-old asked why the bees had chosen our house. Great question, bud.

My husband and I stared at our phones on the crisp hotel sheets, panic-searching online for answers. Bee species and humans are the only animals that can communicate directions to a new place without directly leading others there. And honeybees engage in an elaborate, democratic process to choose new homes. They prefer to build hives in tight spaces about the size of a large backpack, often within crawl spaces, walls and attics. Once established in a comfy spot, they can stay there indefinitely, building hives and producing honey.

We sent a few panicked messages to local WhatsApp groups, read blog posts about citronella deterrents and found a “ bee repellent ” Spotify track that sounded like a never-ending beep. We commanded the Alexa speaker back in our kids’ room to play the noise on loop all night.

The next morning, we returned to the infestation and started working the phones, to much disappointment. “When we identify a honeybee issue, we try to have a local beekeeper assist,” Ben Hottel, an entomologist and spokesman for Orkin, a pest control company, later told me.

One exterminator finally agreed to come by, only to dash our hopes upon arrival. He wouldn’t touch the bees but said that he knew a contractor who would commit illicit bee murder. We declined.

I considered buying a can of Raid, but I felt too guilty. I had a vague sense that honeybees needed saving, and some of my neighbors felt strongly about the issue. “They are so important to our ecosystem,” one neighbor advised on WhatsApp. “Their number is dwindling.” She suggested we call a beekeeper.

So we tried the swarm squad , a volunteer group of beekeepers who will collect wayward colonies. Unfortunately, the squad generally only deals with outdoor hives. A representative recommended a dozen other beekeepers with indoor expertise.

Every one of them told me the same thing: Our problem was too small.

When a colony is looking for a new home, it sends out a few hundred “scouts” to find options, each visiting 10 to 20 possible locations. When a scout likes a place, it returns to the hive and performs a “waggle” dance that tells its brethren exactly how far and in what direction they need to travel to find the potential home. The more vigorous the dance, the more a scout likes the location. Eventually, the thousands of hive dwellers vote on which place they like best.

Apparently, scouts were sizing up our home. To us, they were plenty alarming on their own. But the beekeepers reassured us that they were unlikely to sting; they didn’t have a hive or queen to defend. Call us back, they said, when you see a few thousand bees.

There was little else to do but wait and see if the colony would choose us. I repacked our suitcase for another night away. Maybe this was my family’s small contribution to saving an imperiled species, I thought.

What I wish I had known then: Honeybees do not need saving.

The same week that the bees turned up at my house, the journalist Bryan Walsh revisited a 2013 cover story for Time magazine in which he had lamented a future “world without bees.” Looking back, he said, the article didn’t hold up.

“A lot of the coverage at the height of the beepocalypse fears — my story included — used the mass death of honeybees as a symbol of how human beings had pulled nature out of whack,” Mr. Walsh wrote in a new essay in Vox . “But it’s not.”

Just last month, new federal data showed that the number of honeybee colonies has increased by 31 percent since 2007. A vast majority of those insects are used in commercial farming, carted from state to state to pollinate crops.

“Honeybees are not endangered nor at risk of extinction,” noted a 2023 report from the Xerces Society for Invertebrate Conservation. “The fact that honeybees are domesticated and managed negates the possibility of being endangered.”

Honeybees are an invasive species that were brought to the United States from Europe. Saving one of their colonies can actually hurt native bees, many of which are endangered. A recent study in Montreal found that when the number of honeybee hives rose in part of the city, the number of native bees declined.

“You are not helping a wild species” when you save a honeybee swarm, said Rich Hatfield, a senior conservation biologist at Xerces. “You are introducing 10,000 to 50,000 mouths to feed to an environment that may not have enough resources.”

The bees in my house were looking for resources. Left on our own, we cobbled together a plan to make our real estate seem as unappealing as possible.

We tried to sequester as many of the honeybees as possible in the attic. It was better if they didn’t leave, the beekeepers had said, so they couldn’t go waggle to their friends. They gravitate toward light, so we flipped on a lightbulb and watched a dozen immediately swarm around it.

Two beekeepers gave us their blessing to kill the honeybees that had already made it into our house, suggesting a vacuum method. Within minutes, honeybees filled our Dyson.

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Bees are most active in the warm temperatures of late afternoon. We anxiously waited for a swarm to descend. Around 4 p.m. we went outside and stared at the sky, just as we had a few days earlier for the solar eclipse .

The swarm never showed. By evening, fewer bees were roaming around the house, and the attic buzzing had grown softer. We slept at home with the Dyson near the bed.

The next morning, my son discovered dead bees in his playroom, and the dog ate some carcasses on the floor. Thirty-six hours after the honeybees had arrived, they were gone.

Stunned by the bizarre experience, I called Thomas Seeley, a professor at Cornell who has studied honeybee behavior for more than 40 years.

Ours had been a close call, Dr. Seeley said. The fact that a scout bee’s shimmy had convinced scores of others to check out our house meant that we were “clearly on the list of serious possibilities,” he said.

I peppered him with mitigation questions. Should we have tried citronella candles? No, they actually like that smell, he said, but moth balls could have helped. And what about the beeping Spotify track — did that help steer them away? Bees can’t hear, he said.

I searched for honeybee-related posts on my neighborhood email listserv, where people regularly write in looking for exterminators. “Don’t worry folks, I’m pro-bees!” read one message from a neighbor with a swarm last spring.

I noticed a new post, dated one week after the bees had left us. Bees had taken root on the poster’s deck, she said, attaching a photo of a dense yellow swarm. Perhaps, I thought, our scouts had found their new home.

“Called 311 and they weren’t super interested,” she wrote. “Any ideas? We’d like to save these bees.”

Audio produced by Parin Behrooz .

Video illustration by Yann Guichaoua/Creatas Video+/Getty Images

Sarah Kliff is an investigative health care reporter for The Times. More about Sarah Kliff

The Great Read

Here are more fascinating tales you can’t help reading all the way to the end..

When an illegal smoke shop opened across the street, an Upper West Side councilwoman, vowed to close it. What happened next was “like a Fellini movie.”

The diabetes drug Ozempic has become a phenomenon, and its inescapable jingle — a takeoff of the Pilot song “Magic” — has played a big part in its story .

A man’s five-year stay at the New Yorker Hotel cost him only $200.57. Now it might cost him his freedom .

Researchers are documenting deathbed visions , a phenomenon that seems to help the dying, as well as those they leave behind.

Around 2020, the “right” pants began to swing from skinny to wide. But is there even a consensus around trends anymore ?

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Google Gemini: Everything you need to know about the new generative AI platform

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Google’s trying to make waves with Gemini, its flagship suite of generative AI models, apps and services.

So what is Gemini? How can you use it? And how does it stack up to the competition ?

To make it easier to keep up with the latest Gemini developments, we’ve put together this handy guide, which we’ll keep updated as new Gemini models, features and news about Google’s plans for Gemini are released.

What is Gemini?

Gemini is Google’s long-promised , next-gen GenAI model family, developed by Google’s AI research labs DeepMind and Google Research. It comes in three flavors:

  • Gemini Ultra , the most performant Gemini model.
  • Gemini Pro , a “lite” Gemini model.
  • Gemini Nano , a smaller “distilled” model that runs on mobile devices like the Pixel 8 Pro .

All Gemini models were trained to be “natively multimodal” — in other words, able to work with and use more than just words. They were pretrained and fine-tuned on a variety of audio, images and videos, a large set of codebases and text in different languages.

This sets Gemini apart from models such as Google’s own LaMDA , which was trained exclusively on text data. LaMDA can’t understand or generate anything other than text (e.g., essays, email drafts), but that isn’t the case with Gemini models.

What’s the difference between the Gemini apps and Gemini models?

Google's Bard

Image Credits: Google

Google, proving once again that it lacks a knack for branding, didn’t make it clear from the outset that Gemini is separate and distinct from the Gemini apps on the web and mobile (formerly Bard). The Gemini apps are simply an interface through which certain Gemini models can be accessed — think of it as a client for Google’s GenAI.

Incidentally, the Gemini apps and models are also totally independent from Imagen 2 , Google’s text-to-image model that’s available in some of the company’s dev tools and environments.

What can Gemini do?

Because the Gemini models are multimodal, they can in theory perform a range of multimodal tasks, from transcribing speech to captioning images and videos to generating artwork. Some of these capabilities have reached the product stage yet (more on that later), and Google’s promising all of them — and more — at some point in the not-too-distant future.

Of course, it’s a bit hard to take the company at its word.

Google seriously underdelivered with the original Bard launch. And more recently it ruffled feathers with a video purporting to show Gemini’s capabilities that turned out to have been heavily doctored and was more or less aspirational.

Google’s best Gemini demo was faked

Still, assuming Google is being more or less truthful with its claims, here’s what the different tiers of Gemini will be able to do once they reach their full potential:

Gemini Ultra

Google says that Gemini Ultra — thanks to its multimodality — can be used to help with things like physics homework, solving problems step-by-step on a worksheet and pointing out possible mistakes in already filled-in answers.

Gemini Ultra can also be applied to tasks such as identifying scientific papers relevant to a particular problem, Google says — extracting information from those papers and “updating” a chart from one by generating the formulas necessary to re-create the chart with more recent data.

Gemini Ultra technically supports image generation, as alluded to earlier. But that capability hasn’t made its way into the productized version of the model yet — perhaps because the mechanism is more complex than how apps such as ChatGPT generate images. Rather than feed prompts to an image generator (like DALL-E 3 , in ChatGPT’s case), Gemini outputs images “natively,” without an intermediary step.

Gemini Ultra is available as an API through Vertex AI, Google’s fully managed AI developer platform, and AI Studio, Google’s web-based tool for app and platform developers. It also powers the Gemini apps — but not for free. Access to Gemini Ultra through what Google calls Gemini Advanced requires subscribing to the Google One AI Premium Plan, priced at $20 per month.

The AI Premium Plan also connects Gemini to your wider Google Workspace account — think emails in Gmail, documents in Docs, presentations in Sheets and Google Meet recordings. That’s useful for, say, summarizing emails or having Gemini capture notes during a video call.

Google says that Gemini Pro is an improvement over LaMDA in its reasoning, planning and understanding capabilities.

An independent study by Carnegie Mellon and BerriAI researchers found that the initial version of Gemini Pro was indeed better than OpenAI’s GPT-3.5 at handling longer and more complex reasoning chains. But the study also found that, like all large language models, this version of Gemini Pro particularly struggled with mathematics problems involving several digits, and users found examples of bad reasoning and obvious mistakes.

Early impressions of Google’s Gemini aren’t great

Google promised remedies, though — and the first arrived in the form of Gemini 1.5 Pro .

Designed to be a drop-in replacement, Gemini 1.5 Pro is improved in a number of areas compared with its predecessor, perhaps most significantly in the amount of data that it can process. Gemini 1.5 Pro can take in ~700,000 words, or ~30,000 lines of code — 35x the amount Gemini 1.0 Pro can handle. And — the model being multimodal — it’s not limited to text. Gemini 1.5 Pro can analyze up to 11 hours of audio or an hour of video in a variety of different languages, albeit slowly (e.g., searching for a scene in a one-hour video takes 30 seconds to a minute of processing).

Gemini 1.5 Pro entered public preview on Vertex AI in April .

An additional endpoint, Gemini Pro Vision, can process text and imagery — including photos and video — and output text along the lines of OpenAI’s GPT-4 with Vision model.

Gemini

Using Gemini Pro in Vertex AI. Image Credits: Gemini

Within Vertex AI, developers can customize Gemini Pro to specific contexts and use cases using a fine-tuning or “grounding” process. Gemini Pro can also be connected to external, third-party APIs to perform particular actions.

Google brings Gemini Pro to Vertex AI

In AI Studio, there’s workflows for creating structured chat prompts using Gemini Pro. Developers have access to both Gemini Pro and the Gemini Pro Vision endpoints, and they can adjust the model temperature to control the output’s creative range and provide examples to give tone and style instructions — and also tune the safety settings.

Gemini Nano

Gemini Nano is a much smaller version of the Gemini Pro and Ultra models, and it’s efficient enough to run directly on (some) phones instead of sending the task to a server somewhere. So far, it powers a couple of features on the Pixel 8 Pro, Pixel 8 and Samsung Galaxy S24, including Summarize in Recorder and Smart Reply in Gboard.

The Recorder app, which lets users push a button to record and transcribe audio, includes a Gemini-powered summary of your recorded conversations, interviews, presentations and other snippets. Users get these summaries even if they don’t have a signal or Wi-Fi connection available — and in a nod to privacy, no data leaves their phone in the process.

Gemini Nano is also in Gboard, Google’s keyboard app. There, it powers a feature called Smart Reply, which helps to suggest the next thing you’ll want to say when having a conversation in a messaging app. The feature initially only works with WhatsApp but will come to more apps over time, Google says.

And in the Google Messages app on supported devices, Nano enables Magic Compose, which can craft messages in styles like “excited,” “formal” and “lyrical.”

Is Gemini better than OpenAI’s GPT-4?

Google has several times touted Gemini’s superiority on benchmarks, claiming that Gemini Ultra exceeds current state-of-the-art results on “30 of the 32 widely used academic benchmarks used in large language model research and development.” The company says that Gemini 1.5 Pro, meanwhile, is more capable at tasks like summarizing content, brainstorming and writing than Gemini Ultra in some scenarios; presumably this will change with the release of the next Ultra model.

But leaving aside the question of whether benchmarks really indicate a better model, the scores Google points to appear to be only marginally better than OpenAI’s corresponding models. And — as mentioned earlier — some early impressions haven’t been great, with users and academics pointing out that the older version of Gemini Pro tends to get basic facts wrong, struggles with translations and gives poor coding suggestions.

How much does Gemini cost?

Gemini 1.5 Pro is free to use in the Gemini apps and, for now, AI Studio and Vertex AI.

Once Gemini 1.5 Pro exits preview in Vertex, however, the model will cost $0.0025 per character while output will cost $0.00005 per character. Vertex customers pay per 1,000 characters (about 140 to 250 words) and, in the case of models like Gemini Pro Vision, per image ($0.0025).

Let’s assume a 500-word article contains 2,000 characters. Summarizing that article with Gemini 1.5 Pro would cost $5. Meanwhile, generating an article of a similar length would cost $0.1.

Ultra pricing has yet to be announced.

Where can you try Gemini?

The easiest place to experience Gemini Pro is in the Gemini apps . Pro and Ultra are answering queries in a range of languages.

Gemini Pro and Ultra are also accessible in preview in Vertex AI via an API. The API is free to use “within limits” for the time being and supports certain regions, including Europe, as well as features like chat functionality and filtering.

Elsewhere, Gemini Pro and Ultra can be found in AI Studio. Using the service, developers can iterate prompts and Gemini-based chatbots and then get API keys to use them in their apps — or export the code to a more fully featured IDE.

Code Assist (formerly Duet AI for Developers ), Google’s suite of AI-powered assistance tools for code completion and generation, is using Gemini models. Developers can perform “large-scale” changes across codebases, for example updating cross-file dependencies and reviewing large chunks of code.

Google’s brought Gemini models to its dev tools for Chrome and Firebase mobile dev platform, and its database creation and management tools . And it’s launched new security products underpinned by Gemini , like Gemini in Threat Intelligence, a component of Google’s Mandiant cybersecurity platform that can analyze large portions of potentially malicious code and let users perform natural language searches for ongoing threats or indicators of compromise.

Gemini Nano is on the Pixel 8 Pro, Pixel 8 and Samsung Galaxy S24 — and will come to other devices in the future. Developers interested in incorporating the model into their Android apps can sign up  for a sneak peek.

Is Gemini coming to the iPhone?

It might! Apple and Google are reportedly in talks to put Gemini to use for a number of features to be included in an upcoming iOS update later this year. Nothing’s definitive, as Apple is also reportedly in talks with OpenAI and has been working on developing its own GenAI capabilities .

This post was originally published Feb. 16, 2024 and has since been updated to include new information about Gemini and Google’s plans for it.

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Everything you need to know about the June 4 primary election, including voting absentee

Iowans will head to the polls June 4 to vote in primary elections for Congress, state legislative seats and countywide positions.

Party winners in the primary elections will appear on the ballot for the Nov. 5 general election.

Voting officially kicks off May 15, when auditors will start mailing absentee ballots and Iowans can vote absentee in person.

Here's everything you need to know about the June 4 primary election, including how to vote early, how to register and where to find your polling place.

How do I get an absentee ballot in Iowa?

Voters can request absentee ballots now until 5 p.m. May 20. Mailed absentee ballot request must be in writing. Forms are available at your auditor’s office and its website.

Prep for the polls: See who is running for president and compare where they stand on key issues in our Voter Guide

In order to receive an absentee ballot, a registered voter must have:

  • Iowa residential address
  • Voter verification number (ID number)
  • Voters may request an Iowa voter ID card by contacting their county auditor's office
  • The name or date of the election for which they are requesting an absentee ballot

Can I vote absentee in person?

Yes, in-person absentee voting is available May 15 through June 3. Check your auditor's office for hours.

How can I check on the status of my absentee ballot?

Iowans can track the status of their absentee ballot on the Secretary of State's website at  sos.iowa.gov/elections/AbsenteeBallotStatus  by entering their full name and date of birth.

Voters can return an absentee ballot through the mail, at a ballot drop box or by bringing the ballot to their county auditor's office in person.

Only the voter, an immediate family member or household member may return the ballot to the auditor's office or place it in the mail. There are exceptions for those with blindness or another disability; those voters may designate another registered voter as a "delivery agent" to return their ballot.

When do mail-in ballots need to be received?

Absentee ballots must be received in the county auditor's office by the time the polls close on Election Day at 8 p.m. to be eligible for counting.

Absentee ballots cannot be delivered to a polling place on Election Day. If you have not returned your absentee ballot on Election Day, you have the following options:

  • Deliver your voter absentee ballot to the county auditor's office before the polls close on Election Day.
  • Surrender your absentee ballot at the polls and vote a regular ballot.
  • Vote a provisional ballot at the polls if you cannot surrender your voted absentee ballot.

What time do polls open June 4?

Polls are open 7 a.m. to 8 p.m.

Where do I vote in the 2024 primary election?

You can find your precinct and polling place on  the Secretary of State's website.  The Polk County Auditor's Office and Dallas County Auditor's Office also have a list of polling places but you need to know your precinct number.

Is there a deadline to register?

The deadline to register before Election Day is May 20.

I'm not registered to vote. Is it too late?

If you haven't registered to vote by May 20 don't worry: You can  register at the polls on Election Day . Bring proof of identity and residency, like a utility bill, paycheck or lease.

To register to vote in Iowa, you must:

  • Be a U.S. citizen
  • Be an Iowa resident
  • Be at least 17 years old as long as you will turn 18 on or before Election Day
  • Not be judged mentally incompetent to vote by a court
  • Not claim the right to vote in any other place

Do I have to show ID to vote in Iowa?

Registered Iowa voters must bring ID with them when they go to vote at the polls. Acceptable forms of identification are an Iowa driver's license or a non-operator ID, a U.S. passport or military ID, a veteran's ID, tribal ID or an Iowa voter ID card.

How do I know what's on my ballot?

Your county auditor's office should have sample ballots  posted on its website  by precinct and polling place.

In Polk County, first find your precinct and polling place on the  Secretary of State's website , then scroll to find the proper ballot on  the auditor's website .

How do I find results for the 2024 primary election?

The Des Moines Register will post results on its website on election night. Check back to  desmoinesregister.com  on June 4 after polls close at 8 p.m.

Julie Chrisley Served New Legal Papers While In Jail

Julie Chrisley's legal issues haven't subsided since turning herself into federal prison.

The Big Picture

  • Grayson Chrisley faces lawsuit for car accident while parents are in jail for tax fraud.
  • A new lawsuit alleges Grayson was a distracted driver who crashed into another vehicle.
  • The family is fighting back against the lawsuit, and requests for phone records.

As Julie Chrisley and Todd Chrisley are trying to appeal their tax fraud convictions (which they are both currently serving jail time for), their son, Grayson Chrisley , has a lawsuit all his own because. Grayson was involved in a car accident. As the reality star sits in jail fighting an appeal, she was named in a lawsuit after Patrick Rywalder filed a suit against the family related to the 2022 incident. Rywalder claims that he was injured after Grayson crashed into his car on the highway and his suit names Julie, Todd, and Savannah Chrisley as defendants.

Rywalder also went out of his way to make sure that Julie was handed the suit while in prison serving her 7-year prison sentence for fraud. Grayson, who is 17 years old, was 16 at the time of the crash, and Rywalder says that he was driving a 2020 Dodge Ram on the interstate when Grayson, driving his parents' 2020 Ford 5150 pickup truck, crashed into him. According to Radar Online , Rywalder accused Grayson of being a distracted driver and said that he was "not paying attention to the roadway in the moments immediately preceding the rear impact."

Rywalder went on to claim that Grayson "failed to act appropriately under the circumstances, which included at a minimum maintaining a safe operating distance from other motor vehicles, maintaining a safe operating speed, and avoiding being distracted by electronic devices within his motor vehicle.” Grayson was taken to the hospital after the crash and the Chrisleys are fighting back against Rywalder for the things he is requesting in the case.

Chrisley knows best

The case marches on despite julie chrisley's imprisonment.

Part of the case includes Rywalder requesting a subpoena for phone records that both Julie and Todd are fighting against. They also claim that Rywalder sustained no injuries during the crash and that the request of $750k along with the subpeona for their phone records was "unreasonable, oppressive, and a clear effort to harass them."

Julie Chrisley's Letters Reveal How Much She Misses Her Husband

The Chrisleys and Rywalder came to an agreement on the phone records, stating that he can have Grayson's records during the time period of November 12 to 15 and Rywalder will not receive Todd and Julie's messages until after their lawyer reviews them for that time period .

The Chrisley's Are Currently Appealing Their Fraud Case

According to The Associated Press , the couple, who are serving separate jail sentences, have challenged certain parts of their convictions and sentences in a federal appeals court . Prosecutors say they Todd and Julie are guilty of a $30 million bank fraud scheme that funded their lavish lifestyle. Their attorney wants their conviction thrown out and for them to be granted a new trial.

The Chrisleys’ lawyers believe the trial judge was wrong to allow certain evidence that was obtained during an alleged illegal search throughout the investigation. They also believe prosecutors in the case did not provide enough evidence to convict the couple of tax evasion and conspiracy, nor was there any evidence produced to determine that Julie participated in bank fraud.

Chrisley Knows Best can be streamed on Peacock.

Watch On Peacock

AskEasy: AI ChatBot Assistant 12+

Ask chat bot・your 24/7 helper, zilingial limited, designed for iphone.

  • #59 in Productivity
  • 4.7 • 18.5K Ratings
  • Offers In-App Purchases

iPhone Screenshots

Description.

AskEasy: simplify your life with a smart assistant! Looking for a good recipe to surprise your guests? Need ideas for a birthday party? Or some help with writing an essay or composing a resume? Simply open the app and ask! AskEasy is a real lifesaver. It finds answers to any questions, generates texts and brainstorms ideas, helps with daily tasks, proofreads and improves your content, and even acts as a fun empathetic friend always open for a chat! All you need to do is just type in your request and see how an accurate answer magically appears on your screen! What sets this app apart are its four most powerful chat models: GPT 3.5, GPT 4, Llama 2, and Gemini. These cutting-edge AI technologies ensure that you can easily choose the model that best meets your specific needs, providing tailored, intelligent responses in real-time. Have questions about a YouTube video? Or need a short summary of a video instead of watching it whole? Now, you can simply paste the video link and ask away. Our chatbot will answer your questions based on the video content and provide a concise summary of it. Need to create unique visuals for your project? Go to Image Generator and get inspiring images generated by AI in seconds! All you have to do is just to type in the text description – and see how it magically transforms into images. Moreover, you can easily get creative captions, tags and stories based on your images by using the Text to Image tool. AI understands and interprets the context and emotions of your photos, and brings the ideas of creative texts that will enhance your social media presence. With """"Upload & Ask,"""" you have the power to directly upload a PDF document and effortlessly ask questions about its content. This feature deciphers the text, providing you with precise answers and insights without the need for manual searching or reading. Meanwhile, """"Ask by Link"""" offers an equally innovative capability where you can insert a link to a web page and receive answers derived from its content. Whether it's a detailed explanation, summary, or specific information, this feature ensures you get the answers you need quickly and efficiently. Your creativity is your only limit! Experiment with your queries to discover everything the chatbot can do for you, and you will be amazed by the mind-blowing results: - Choose the chat model (GPT 3.5, GPT 4, Llama 2, or Gemini) to solve your tasks quickly and efficiently - Write anything: from tweets, email responses, and ad copies to essays, poems, and creative stories - Brainstorm ideas: new recipes, movie and song recommendations, places to go, party ideas, etc. - Check and improve your writing - Simplify your texts by summarizing them - Insert a link to YouTube video and ask your questions based on it - Get quick and concise summary of a video on YouTube - Get AI-generated images from your word description - Transform any text into visually captivating quotes - Generate captivating captions, relevant tags, or stories for your pics - Create original jokes and holiday greetings - Translate texts into other languages or even into programmatic commands - Use it for analytics and business intelligence - Get prepared for an exam or job interview - Or simply check out your daily horoscope! Features: - Smart chat for iPhone - GPT 3.5, GPT 4, Llama 2, and Gemini support - Spell and grammar check - Images Generator - Quote Maker - Text for Image - “Ask by Link” and “Upload & Ask” features - Ask Youtube and Youtube Summary - Text writing and facts search - History of your queries - CV and social profile builder - Clear and smart design - Simple and blazingly fast to use Privacy Policy Url - https://mychat-ai.cloud/pp Term Of Use Url - https://mychat-ai.cloud/tou Support Address - [email protected]

Version 2.1

Why update the app that already works great? To get the most out of it, of course! The benefits of the new version: —Flawless bug-free experience —Improved user interface and app's navigation Your positive reviews in the App Store will inspire us to new achievements!

Ratings and Reviews

18.5K Ratings

Ok so I have a problem

The concept of having ai write you a story is amazing. The stories are amazing. But, what good is it if it doesn’t give an ending. It doesn’t have to be long to end well. But it leaves you hanging. Not a fan of that. Especially since I paid for it UPDATE: ok, so I changed most review from three stars to 5z mainly because regardless of if the story ends or not, I’m able to end it myself quite well. I enjoy the app and it helps me a lot in my work

Developer Response ,

Dear Juliabrown1966!!!!!Thank you for your feedback. We apologize for the inconvenience caused and we understand your frustration with the limitations you've encountered in the application. The application has certain restrictions in place due to server limitations and the significant computing resources required for advanced AI technology like GPT-4. These limitations are in place to ensure the app's performance and availability for all users. We have increased the limit of characters to the maximum allowed from GPT itself and we cannot go beyond it. Thank you for understanding. Warmest regards, AI ChatBot: Smart Assistant Support Team

Not as described

Right after installing presented programs not functioning, i didn’t get try all, with in two minutes was forced to rated with 5 stars if i was too quick to press buttons. I didn’t even get to read what was the gpt’s response to me but as it was typing things really fast noticed everything being typed was flickering like screen power is too low. Remember after 3 days i trial you will be charged automatically. This look good but just like most of them, taking a freeware altering in some cases not much from the original and start chasing the money with tricks and dancing around the truth with lies. I think today’s browsers gpt is good as most of these tricksters version unless you need a serious one for school or work then I suggest getting a real one pay a few more dollars than what these people are asking and have a real one, if that’s not the case stick with ones as browsers add on is my opinion.
Dear User! We are very grateful to you for taking the time to leave us a review. We consider a customer-centric approach and always put ourselves in our customer’s mind. That way, we can align the learning experience with their expectations and improve our application. We will definitely take into account the fact that the users need more time to evaluate the application and will not force them to rate the app too quickly. We have our users' best interests at heart and will continue to work tirelessly to better ourselves and our application. Best regards, AI ChatBot: Smart Assistant Support Team

Concern over longevity

I have tried numerous AI Assistants. And this one, by far, is my favorite. I even went so far as to opt in for paying for full features. However, as an assistant or even aid, it is limited and out dated. When querying about the up-to-date information it could provide me, my assistant informs me that it is only as up-to-date as 2021. So, I queried about when the databases may be updated. And there was no information on that. The databases are already years behind and this is concerning. I didn’t pay to have something that can’t actually do as it is alleged to be able to perform. I can google and get more current information.
Dear Crashed and Lost! Thank you for your feedback and for choosing our AI ChatBot as your favorite assistant. We apologize for any inconvenience caused by the limitations of the up-to-date information provided. We are constantly working on improving our databases and ensuring the latest information is available. But as we use the official open AI api and their system is based on data up to 2021, the assistant informs you that it is only as up-to-date as 2021. Best regards, AI ChatBot: Smart Assistant Support Team

App Privacy

The developer, Zilingial Limited , indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .

Data Used to Track You

The following data may be used to track you across apps and websites owned by other companies:

  • Identifiers

Data Not Linked to You

The following data may be collected but it is not linked to your identity:

  • Diagnostics

Privacy practices may vary, for example, based on the features you use or your age. Learn More

Information

English, French, German, Italian, Japanese, Korean, Portuguese, Simplified Chinese, Spanish, Traditional Chinese

  • AI ChatBot: 1 Week Access $7.99
  • AI ChatBot - 1 Week Access $7.99
  • AI ChatBot: Access for 1 Year $49.99
  • AI Chat Bot: Weekly Access $7.99
  • AI ChatBot: 1 Week Access $4.99
  • AI Assistant - 1 Month $19.99
  • AI ChatBot for 1 Year $19.99
  • AI ChatBot: 1 Year Access $49.99
  • AI Helper for 1 Week $4.99
  • AI ChatBot: 1 Year $39.99
  • Developer Website
  • App Support
  • Privacy Policy

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AI Wallpapers & Widgets - Flex

The world's glitziest song contest starts this week. Here's what you need to know about Eurovision.

Ireland's Bambie Thug rehearses at Malmö Arena in Sweden. Eurovision is perhaps best known for off-the-wall entries that feature eccentric musical styling and outrageous performances.

This year, Eurovision will be held in Malmö , Sweden, and already fans are descending on the country’s third-largest city, decked out in sequins, glitter, skin-tight metallics or neon, some of them with their country’s flags painted on their faces or draped around their shoulders.

For fans, it’s a yearlong buildup to this weeklong party . For viewers across Europe and around the world, the contest will be shown over three days next week.

Artists from 37 countries across Europe and beyond will perform original songs — ranging from soaring power ballads to the bombastically ridiculous — to compete for the public’s vote, before a winner is chosen in a high-drama Grand Final.

The glittery, pyrotechnic-filled spectacle draws in around 160 million viewers, making it the world’s most-watched nonsports event — surpassed only by the Olympics and the World Cup.

In fact, Eurovision is often likened to the Olympics of pop music. Paul Jordan, a superfan who wrote his Ph.D. on the contest, said: “They’ve got the spectacle of the opening ceremony. You’ve got the drama of the podium.”

“If you haven’t seen it or heard of it, you’re probably living in a sad world,” Silvester Belt, this year’s entrant from Lithuania, told NBC News. “It’s the funniest and most awkward, cringiest and fun event in the world. I don’t think there’s anything like [it].”

Image: SWEDEN-MUSIC-AWARD-EUROVISION

The first Eurovision was in 1956. Seven countries participated in what was essentially a technical experiment — national broadcasting organizations of the early TV era wanted to know if they could pull off a live, simultaneous, transnational broadcast. The show’s format was copied from a popular Italian song contest called San Remo and evolved from there.

Eurovision proved to be a success, both technologically and culturally. Seven decades later, Eurovision is more beloved than ever, moving beyond TV to spawn a vast ecosystem of superfan blogs and social media accounts breathlessly covering its every development.

Today, Eurovision features most of Europe and some countries farther afield like Israel , Azerbaijan and Australia.

When is it? 

First semifinal: Tuesday, May 7, at 3 p.m. ET.

Second semifinal: Thursday, May 9, at 3 p.m. ET.

Grand Final: Saturday, May 11, at 3 p.m. ET.

In the U.S., the shows are available to watch on Peacock.

How does it work?

Eurovision is divided into two semifinals and a Grand Final. Fifteen countries perform their song in the first semifinal, and 16 in the second. After each semifinal, viewers at home vote for their favorites, and the top 10 from each go through to the Grand Final.

In total, there are 26 performances in the Grand Final: the winners of the semifinals, plus the host country (this year, Sweden) and a group called the Big Five — France, Germany, Italy, Spain and the United Kingdom — which enter the final automatically because their countries make the biggest financial contributions to Eurovision.

The winner of the Grand Final is decided by a combination of a popular vote from viewers and an official Eurovision jury.

Each artist performs only one song throughout the contest. The songs can be in any language but are limited to three minutes. Lead vocals must be performed live, and there cannot be more than six people onstage during the performance.

How to vote

Viewers at home can vote by phone or text or via the official Eurovision app.

Voters from countries participating in the contest can’t vote for their own act, but even fans from places that don’t take part in Eurovision can have their say. Voting in the app or on a website, viewers from around the world make up a “rest of the world” category that equals one participating nation. Once Eurovision is up and running, this website will become active and allow viewers outside Eurovision nations to vote: www.esc.vote.

Stage for Eurovision 2024.

For the final, viewers vote for their favorite out of the 26 remaining contestants, and the popular vote is combined with votes from juries of music industry professionals from each participating country.

Presenters, hamming up the anticipation in a drawn-out process, announce the juries’ votes country by country, building tension as a few acts take the lead.

Then the real drama begins when the popular vote is revealed. As the popular votes are read out, the leaderboard can swing dramatically. In recent years, the jury and the public voted for different winners, meaning the act in the lead after the jury vote is in no way guaranteed to stay on top once the public has its say.

The winner is presented with a trophy and much glory for having won Eurovision. The country they represent will host the next year’s contest.

A variety of styles

Part of the joy of Eurovision is the sheer range of songs, often making for strange bedfellows with discordant musical styles performing back to back.

“Every single person on Earth can find something in Eurovision,” Belt, the Lithuanian singer, said.

Bambie Thug, this year’s entry from Ireland, calls their goth-inflected genre “Ouija-pop.” Their entry “Doomsday Blue” alternates between frantic growling and screaming and laid-back singing in the chorus.  

Image: NETHERLANDS-MUSIC-EUROVISION

Denmark’s Saba shows off her powerful vocals in “Sand,” a classic breakup ballad. The Czech entry, Aiko, sounds like her musical style was inspired by American pop - rock, while Austria’s entry is a Europop dance anthem that eschews subtlety with its title “We Will Rave.”

And then there are the off-the-wall entries that Eurovision is perhaps best known for, featuring eccentric musical styling and staging.

Iconic performances of past decades have included a group of Russian babushkas, a Finnish heavy metal band dressed as monsters, and a bearded Austrian drag queen singing what could have been a James Bond theme song.

“I think that the majority is in it to win it,” Eurovision co-host Petra Mede said, but some countries focus less on sending a strong singer, and more on a memorable performance that will have people talking, providing a “spectacular entry. And they know that they’re not going to win, but they’re going to give us a good three minutes.” 

“I think there’s a couple of quirky ones,” said Jordan, the superfan who wrote a dissertation on Eurovision, inspired by last year’s runner-up, a chaotic performance called “Cha Cha Cha” by Finland’s Käärijä, who leapt around the stage in a puffy neon green outfit shouting “cha cha cha” between high-energy lyrics in Finnish about hitting the dance floor after a long week at work.

“I think there’s a few that have tried to emulate that success,” Jordan said.

He says “Europapa” by the Netherlands’ Joost Klein is one to watch. “It’s insanely catchy. It’s gone viral online. I can imagine people around Europe will be voting for that, they’ll be having parties, they’ll be loving it.”

Image: NETHERLANDS-MUSIC-EUROVISION

Klein performs in a blue suit with exaggerated pointy shoulder pads, with backup dancers who include a person in a bird costume wearing an E.U.-logo tie.

“Rim Tim Tagi Dim” by Croatia’s Baby Lasagna is also drawing attention. The high-energy song about leaving the countryside for city life is a buzzy way of putting a spotlight on the issue of Croatia’s brain drain.

Favorites to win

Winners of the contest come from all over the musical spectrum. In the past decade, successful genres have included pop from Sweden, jazz from Portugal, and rock from Italy.

Jordan says that unlike previous years when there were heavy favorites, “it seems to be really open this year. There doesn’t seem to be a runaway winner.”

Image: NETHERLANDS-MUSIC-EUROVISION

Some to watch include Switzerland’s “The Code” by Nemo, which is about the singer’s journey of discovering their nonbinary identity, and Italy’s Angelina Mango. Her entry, “La Noia,” which translates to “The Boredom,” is inspired by the cumbia music of Latin America.

The quirky Dutch and Croatian entries are also likely to be favorites with viewers at home, with splashy performances that can help them stand out in the crowded field.

The public and the juries often diverge on who they think should win, with votes from the jury tending to reward musical prowess while votes from the public are often swayed by spectacle.

Jordan says Ukraine “can never really be discounted — they know how to stage a song,” and are the only country currently in the competition that has always gone through to the final from the semis. Ukraine has won Eurovision three times since it joined the contest in 2003, and the Ukrainian entry usually finishes in the top 10.

Legendary pop singers have emerged from the Eurovision gantlet: Fifty years ago, then-little-known Swedish band ABBA won with “Waterloo,” a song that has since entered the ranks of pop classics. In 1988, a young Céline Dion was launched into fame when she won for Switzerland with the song “Ne partez pas sans moi.”

Regardless of whether this year’s artists will be the next ABBA, Jordan says Eurovision will endure. “It’s a format that’s so old now — nearly 70 years old, and yet it’s still surviving. And that’s amazing. Really, given all the changes in people’s viewing habits, Eurovision has really captured our imagination.”

Andrew Jones is a senior desk editor.

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