how to write 2 million in an essay

AP Style Millions, Billions, Trillions

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Use figures with million, billion, or trillion in all except casual uses. For example,

• I’d like to make a billion dollars.
• The nation has 1 million citizens.
• I need $8 billion.
• The government ran a deficit of more than $1 trillion.

Do not go beyond two decimal places. For example,

• 7.51 million people
• $256 billion
• 7,549,899 people
• $2,234,239,000

Decimals are preferred where practical. For example,

• 1.5 million
• 1 1/2 million

Do not mix millions and billion in the same figure. For example,

• 2.5 billion
• 2 billion 500 million

Do not drop the word million or billion into the first figure of a range. For example,

• He is worth $4 million to $5 million.
• He is worth $4 to $5 million.

Unless that is, of course, you actually mean $4.

Note that a hyphen is not used to join the figures and the word “million” or “billion,” even in this type of phrase,

• The president submitted a $300 billion budget.

In headlines, abbreviate only millions, billions. For example,

• $5M lawsuit, $17.4B deficit

See also AP Style Numbers .

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Writing numbers When to use words and when to use numerals

It can be difficult to know how to write numbers in academic writing (e.g. five or 5 , 1 million or 1,000,000 ). This section gives some guidelines on when to use words to write numbers, and when to use numerals . There are also some exceptions to the rule which are considered, i.e. times when you might expect to use words but should instead use numerals. There is also a checklist at the end, that you can use to check the use of numbers in your own writing.

When to use words

In general, words should be used for zero to ten , and numerals used from 11 onwards. The same rule should be applied to ordinal numbers, i.e. use words for first, second up to tenth, and numbers plus 'th' (or 'st') from 11th onwards. However, it is always best to check what the accepted practice is at your university (or in your department/on your course), and remember that some common referencing systems have their own, different requirements, as follows.

• MLA . Use words if the number can be written using one or two words (e.g. three , twenty-seven ).
• APA . Use words for numbers zero to nine.
• Chicago . Use words for numbers zero to one hundred.

Before looking at when to use numerals (which is almost all other situations, see next), it is useful to look at important exceptions.

(1) When the number begins a sentence , you should use words , whatever the size of the number (though if possible, rewrite the sentence so the number is not at the beginning).

• Fifty respondents agreed with the statement.
• There were 50 respondents who agreed with the statement. [ rewritten sentence ]
• 50 respondents agreed with the statement.

(2) When expressing part of a very large round number , e.g. million, billion, you should use words for that large number part (it is common to use abbreviations m for million and bn billion ).

• The population of the earth is now in excess of 7 billion people.
• The population of the earth is now in excess of 7bn people.
• The population of the earth is now in excess of 7,000,000,000 people.
• The population of the UK is approximately 70 million.
• The population of the UK is approximately 70,000,000.

Conversely, numerals should be used rather than words, whatever the size of the number, when large and small numbers are combined , since this makes comparisons easier.

• There were 2 respondents in the first category, and 22 in the second.
• There were two respondents in the first category, and 22 in the second.

When to use numerals

Numerals are used for almost all other situations. These include the following.

• Measurements (e.g. 6 kg, 3 cm, 10 min, 2 hr, 3 days, 6 years, 5 decades )
• Currency (e.g. $10, £50, £60 billion )
• Statistical data , including survey data (e.g. A survey of participants revealed that 4 out of 5 students worked. )
• Mathematical functions (e.g. v 2 = u 2 + 2as )
• Decimals (e.g. 2.5, 4.54 )
• Percentages (e.g. 75% )
• Ratios (e.g. 3:1 )
• Percentiles/quartiles (e.g. the 95th percentile, the 1st quartile )
• Times (e.g. 12.30 a.m., 6 p.m., 16:00 )
• Dates (e.g. Wednesday 25 December 2019 )
• Scores/points on a scale (e.g. This item scored 5 on a 9-point scale )

Other important points

The following are a few other points to remember when using numbers.

• Consistency. You should be consistent in how you write numbers; for example, if write a figure like 7bn in one place, do not write a figure like 5 billion in another.
• Use of commas. When giving numerals of 1,000 or larger, use commas for each thousand, e.g. 5,500, 8,326,500 .
• Use of hyphens. When displaying a range, use a hyphen, with no space, e.g. 30%–50%
• Expressing fractions. Fractions can be written either as numerals e.g. 2/3 or words e.g. two-thirds . If using words, use a hyphen.

American Psychological Association (2019a) Numbers Expressed in Words . Available at: https://apastyle.apa.org/style-grammar-guidelines/numbers/words (Accessed: 26 December, 2019).

American Psychological Association (2019b) Numbers Expressed in Numerals . Available at: https://apastyle.apa.org/style-grammar-guidelines/numbers/numerals (Accessed: 26 December, 2019).

Harvard Wiki (2019) Numbers . Available at: https://wiki.harvard.edu/confluence/display/HSG/Numbers . (Accessed: 26 December, 2019).

University of Bristol (2015) Using numbers . Available at: http://www.bristol.ac.uk/arts/exercises/grammar/grammar_tutorial/page_33.htm (Accessed: 26 December, 2019).

University of New England (nd) Numbers in academic writing . Available at: https://aso-resources.une.edu.au/academic-writing/miscellaneous/numbers/ (Accessed: 26 December, 2019).

University of Oxford (2015) Style Guide . Available at: https://www.ox.ac.uk/sites/files/oxford/media_wysiwyg/University%20of%20Oxford%20Style%20Guide.pdf (Accessed: 26 December, 2019).

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Below is a checklist for using numbers in academic writing. Use it to check your writing, or as a peer to help.

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Author: Sheldon Smith    ‖    Last modified: 16 January 2022.

Sheldon Smith is the founder and editor of EAPFoundation.com. He has been teaching English for Academic Purposes since 2004. Find out more about him in the about section and connect with him on Twitter , Facebook and LinkedIn .

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Problem-solution essays are a sub-type of SPSE essays (Situation, Problem, Solution, Evaluation).

Transition signals are useful in achieving good cohesion and coherence in your writing.

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• A Research Guide
• Writing Guide
• Grammar and Punctuation

A Guide to Writing Out Numbers in Words in English

Putting Numbers in Words

• Always spell out any number that occurs at the begging of a sentence. For example, Seventeen high school students won the community service award. Nineteen Eighty-three was the year he was born.
• Hyphenate every compound number from twenty-one to ninety-nine.
• Hyphenate all factions that are written out.
• If there are more than four digits, always use commas.
• There is no need to use a decimal or a dollar sign when writing our sums that are less than one dollar.
• Do not include the word ‘dollar’ is there is a dollar sign.
• To simplify things, use noon and midnight instead of 12:00 AM or 12:00 PM
• It is acceptable to use numerals for the time of day.
• Mixed fractions are always written out numerically unless they are at the start of a sentence. For example, We anticipate a 4 1/5 percent increase in cost.
• Always use the simplest way to express large numbers.
• When using decimals, add a zero in front of the decimal point to make prevent confusion.
• Whenever you are writing out a number that has three or more digits, there is no need to write the word and . However, you should use the word and to indicate or express decimal points.
• When writing out numbers over 999, you do not need to use a comma.
• This is how you would typically use numerals to indicate or express a date.
• When decades are spelled out, they are not capitalized.
• Whenever you express decades using numerals, it is easier to add an apostrophe at the start of the number and not before the s.

Writing Numbers in Different Citation Styles

• Using APA Style for Writing Out Numbers: https://academiccoachingandwriting.org/academic-writing/academic-writing-blog/ii-using-apa-style-in-academic-writing-words-or-numerals
• Using MLA Style for Writing Out Numbers: https://www.mlanet.org/page/mla-style-manual-numbers-and-dates
• Using AP Style for Writing Out Numbers: https://writingexplained.org/ap-style/ap-style-numbers
• Using Chicago Style for Writing Out Numbers: https://www.chicagomanualofstyle.org/qanda/data/faq/topics/Numbers.html

When to Spell out Numbers

• between zero and nine. (Example, one – two – three – four – five – six – seven – eight – nine)
• come after one million. (Example, two million – two million forty-five thousand)
• found at the start of a sentence.  (Example, Nineteen forty-seven was the year he was born)

How to Spell Numbers Properly

• twenty-three
• twenty-four
• twenty-five
• twenty-seven
• twenty-eight
• twenty-nine
• thirty-three
• thirty-four
• thirty-five
• thirty-seven
• thirty-eight
• thirty-nine
• forty-three
• forty-seven
• forty-eight
• fifty-three
• fifty-seven
• fifty-eight
• sixty-three
• sixty-seven
• sixty-eight
• seventy-one
• seventy-two
• seventy-three
• seventy-four
• seventy-five
• seventy-six
• seventy-seven
• seventy-eight
• seventy-nine
• eighty-three
• eighty-four
• eighty-five
• eighty-seven
• eighty-eight
• eighty-nine
• ninety-three
• ninety-four
• ninety-five
• ninety-seven
• ninety-eight
• ninety-nine
• one hundred
• one hundred one
• one hundred two
• one hundred three
• one hundred four
• one hundred five

Writing Numbers Numerically

Ways of spelling out the date.

• How to Write the Year,
• How to Write the Month and Day,
• How to Write Dates with Days of the Week,
• How to Write Centuries,
• How to Write Decades,
• Writing Dates as Numerals
• August 1, 1999
• August 30, 1999
• January 18, 2011
• the 30 th of August, 1999
• Monday, July 30, 2018
• Tuesday, July 31, 2018
• Wednesday, August 1, 2018
• Thursday, August 2, 2018
• two thousand eighteen
• nineteen nighty-four
• The eighties

Writing out Money

• The apple cost sixty-two cents.
• The apple cost $0.62
• One dollar fifty cents
• One hundred dollars five cents
• two and ¼ dollars
• thirty-two cents
• https://www.quickanddirtytips.com/articles/how-to-write-numbers/
• http://grammar.yourdictionary.com/grammar-rules-and-tips/rules-for-writing-numbers.html
• https://www.dailywritingtips.com/10-rules-for-writing-numbers-and-numerals/
• http://www.scribendi.com/academy/articles/when_to_spell_out_numbers_in_writing.en.html
• https://www.ole.bris.ac.uk/bbcswebdav/courses/Study_Skills/grammar-and-punctuation/index.html

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Purdue Online Writing Lab Purdue OWL® College of Liberal Arts

Numbers & Statistics 

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Writers often need to discuss numbers and statistics in their manuscripts, and it can be a challenge to determine how to represent these in the most readable way. APA 7 contains detailed guidelines for how to write numbers and statistics, and the most common are listed below. These guidelines, however, are not exhaustive and writers may need to evaluate particular instances of numbers in their own writing to determine if the guideline applies or if an exception should be made for clarity.

Numbers 

Generally, you can spell out numbers below 10 in words (seven, three), and use numerals for anything 10 and higher (10, 42). 

• You should use Arabic numerals (1, 7) instead of Roman numerals (II, XI) unless the Roman numerals are part of established terminology in your field. 
• In numbers greater than 1,000, use commas to separate groups of three digits except in page numbers, binary code, serial numbers, temperatures, acoustic frequencies, and degrees of freedom. 
• Do not add apostrophes when writing a plural of a number (the 2000s, the 70s).

Use a numeral in these cases:

• a number 10 or higher anywhere in the paper
• a number right before a unit of measurement (3 m, 24 g)
• a number denoting: mathematical functions, fractions, decimals, percentages, ratios, percentiles (2:1 ratio, 5%)
• a number denoting: time, a date, an age, a point on a scale, an exact amount of money, or a numeral (the 3 key on your keyboard, 7 years old, a 5 on the test)
• a number indicating a place in a series or a part of a book/table, if the number is after a noun (i.e., Item 4, but words are used in cases like "the fourth item")

Spell the number out in words in these cases:

• a number from 0-9 anywhere in the paper, except the specific cases above
• a number that starts a sentence, heading, or title (though this should be avoided)
• a number that is a common fraction (one half, two thirds)
• a number that is part of a common phrase (Noble Eightfold Path)

When numbers are written next to each other in a sentence, one strategy to help readers parse the sentence is to combine words and numerals (3 two-year-old owls, four 3-step plans), but rewording to separate the numbers may be the best choice for clarity in some cases. Clarity for readers is always the most important consideration.

Ordinal Numbers 

Treat ordinal numbers (3rd, fourth) the same way as other numbers, using the guidelines above. You may use a superscript or not (1 st , 1 st ), but you should maintain the same usage throughout your paper.

Decimal Fractions 

In numbers less than 1, writers may include a leading 0 before the decimal point or not. This choice is based on the maximum possible amount of the statistic:

• If the statistic can be greater than 1, use a leading 0 (0.24 in)
• If the statistic cannot be greater than 1, do not use a leading 0 (p = .042)

APA's general principle for rounding decimals in experimental results is as follows, quoted here for accuracy: "Round as much as possible while considering prospective use and statistical precision" (7th edition manual, p. 180). Readers can more easily understand numbers with fewer decimal places reported, and generally APA recommends rounding to two decimal places (and rescaling data if necessary to achieve this).

Some more specific guidelines for particular values are listed below.

One decimal place:

• standard deviations

Two decimal places:

• correlations
• proportions
• inferential statistics
• exact p values (can be reported to two or three places; when p is less than .001, write p < .001)

Statistical Copy 

These rules cover presentation of data, not accuracy of data or the best way to conduct analysis.

You can represent data in the text, in a table, or in a figure. A rule of thumb is:

• <3 numbers → try a sentence
• 4-20 numbers → try a table
• >20 numbers → try a figure

Clarity is always paramount.

When discussing statistics in common use, you do not need to provide a reference or formula.

If the statistic or expression is new, rare, integral to the paper, or used in an unconventional way, provide a reference or formula.

The purpose of reporting statistics is usually to help readers confirm your findings and analyses; as such, the degree of specificity in reporting results should follow in line with that purpose.

When your data are multilevel, you should include summary statistics for each level, depending on the kind of analysis performed. When your data are reported in a table or figure, you do not need to repeat each number in the text, but you should mention the table or figure in the text when discussing the statistics and emphasize in-text key data points that help interpret your findings. 

Use words like "respectively" or "in order" to clarify each statistic mentioned in text and their referent.

For instance:

Confidence intervals should be reported: 90% CI [ LL, UL ], with LL as the lower limit and UL as the upper limit of the interval. You do not need to repeat confidence intervals in the same paragraph or in a series when the meaning is clear and the confidence interval has not changed. When CIs follow the report of a point estimate, you do not need to repeat the unit of measurement.

Statistics uses a great deal of symbols and abbreviations (when a term can be both, the abbreviation refers to the concept and the symbol indicates a numeric value).

You do not need to define these when they represent a statistic or when they are composed of Greek letters. You do need to define any other abbreviation (such as ANOVA, CFA, SEM) in your paper. If the analysis you are performing uses multiple notation styles for symbols and abbreviations, only use one consistently throughout your paper.

Some other statistical symbol guidelines include:

• use words rather than symbols in narrative text; when you report a stats term with other mathematical symbols like = or +, use the symbol
• population parameters use Greek letters while estimators use Latin letters in italics (usually)
• uppercase, italicized N indicates the total membership of a sample; lowercase, italicized n indicates the membership of a subgroup of a sample such as a treatment group or control group
• % and currency symbols like $ should only be used with numerals (15%, $25) or in table headings and figure labels to save space
• use standard type (no italics or bold) for Greek letters, subscript and superscript identifiers, and abbreviations that are not variables such as log
• use bold type for vector and matrix symbols
• use italics for all other statistical symbols

Mathematical Copy 

For ease of reading, use spaces between elements in a mathematical expression ( a + b = c ), except in the case of a minus sign indicating a negative number which uses a space before the minus but not between the minus and the numeral.

Use subscripts first and then superscripts, except in the case of key symbols like the superscript for prime.

All equations should be punctuated to fit in the syntax of the sentence, even if they are presented on their own line.

Short, simple equations can be written in a regular line of text, with a slash (/) for fractions. Parentheses, square brackets, and braces should be used (in that order, from innermost to outermost) to indicate order of operations. Equations that do not fit vertically in the line of text should be shown on their own line. 

All displayed equations (equations on their own line) should be numbered, similarly to tables and figures, so that they can be referred to later (and simple equations may be displayed rather than written in a line of text if they will need to be referred to later by number).

In text, equations should be referred to by name (Equation 1 or the first equation are both acceptable). The equation number does not need a special label, and instead should be displayed in parentheses toward the right margin of the page:

  If a symbol in your equation cannot be entered with your word processor, use an image; otherwise, type all equations exactly as you would like them to appear in the publication.

MLA Style Guide

• How Do I Format My Paper?
• How Do I Format My Works Cited Page?
• In-Text Citations
• Using Numbers

Using Numbers in an Essay

Spell out numbers that can be expressed in either one or two words.  

•   one million
•   ninety-nine
•   one hundred
•   fifteen hundred

Always spell out the number if a sentence begins with a number.

Example: Two thousand twelve was an election year in the United States.

When Should I Use Numerals?

Use numerals if you are writing an essay about a scientific subject or an essay that includes frequent use of numbers, like statistical findings. 

Always use numerals:

•  in front of units of measurements. Example : 5 millimeters
•  with abbreviations such as 6 lbs., 4:20 p.m., $9, 2”, 4%.
•  in dates: Example: April 1, 2014
•  in decimal fractions: Example: 9.2

Exceptions:  

• For large numbers, you may use a combination of numerals and words. Example: 4.5 million
• In general use numerals with % signs, however, you may spell out percentages or amounts of money if you can do so in three words or less. Example: five dollars, forty-five percent, sixty-eight cents.
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How to Write an Essay

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Essay Writing Fundamentals

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

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

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

Purdue OWL Online Writing Lab

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

"The Essay: History and Definition" (ThoughtCo)

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

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

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

Wikipedia Article on the "Essay"

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

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

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

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

How to Identify Your Audience

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

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

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

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

"Determining Audience" (Aims Online Writing Lab)

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

"Know Your Audience" ( Paper Rater Blog)

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

How to Choose a Theme or Topic

"Research Tutorial: Developing Your Topic" (YouTube)

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

"How to Choose a Paper Topic" (WikiHow)

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

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

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

"Guidelines for Choosing a Topic" (CliffsNotes)

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

How to Come Up with an Argument

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

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

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

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

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

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

"Developing a Thesis" (Harvard College Writing Center)

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

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

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

How to Outline your Essay

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

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

"Essay Outline" (Univ. of Washington Tacoma)

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

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

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

"Outlining" (Harvard College Writing Center)

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

"Writing Essays" (Plymouth Univ.)

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

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

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

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

How to Write an Introduction

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

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

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

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

"The Introductory Paragraph" (ThoughtCo)

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

"Introductions and Conclusions" (Univ. of Toronto)

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

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

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

How to Write a Thesis Statement

"Writing an Effective Thesis Statement" (YouTube)

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

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

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

"How to Write a Thesis Statement" (WikiHow)

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

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

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

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

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

How to Write Body Paragraphs

"Body Paragraph" (Brightstorm)

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

"Strong Body Paragraphs" (Washington Univ.)

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

"Guide to Paragraph Structure" (Deakin Univ.)

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

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

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

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

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

"The Five-Paragraph Essay" (ThoughtCo)

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

How to Use Transitions

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

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

"Using Transitions Effectively" (Washington Univ.)

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

"Transitions" (Aims Online Writing Lab)

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

"Transitions in Academic Essays" (Scribbr)

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

"Transitions" (El Paso Community College)

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

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

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

"Transition Words" (smartwords.org)

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

How to Write a Conclusion

"Parts of An Essay: Conclusions" (Brightstorm)

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

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

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

"How to End An Essay" (WikiHow)

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

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

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

How to Include Sources and Citations

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

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

EasyBib: Free Bibliography Generator

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

CitationMachine

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

Modern Language Association Handbook (MLA)

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

Chicago Manual of Style

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

How to Avoid Plagiarism

"What is Plagiarism?" (plagiarism.org)

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

"Plagiarism" (University of Oxford)

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

"Avoiding Plagiarism" (MIT Comparative Media Studies)

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

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

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

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

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

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

"Writing a First Draft" (Academic Help)

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

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

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

"How to Proofread Effectively" (ThoughtCo)

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

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

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

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

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

"Editing the Essay" (Harvard College Writing Center)

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

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

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

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

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

Sharing Your Essays Online

Go Teen Writers

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

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

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

Publishing Your Essays Online

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

The Matador Review

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

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

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

Publishing Your Essays in Print

Canvas Teen Literary Journal

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

The Claremont Review

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

Skipping Stones

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

The Telling Room

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

Essay Contests

Scholastic Arts and Writing Awards

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

Society of Professional Journalists High School Essay Contest

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

National YoungArts Foundation

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

Signet Classics Student Scholarship Essay Contest

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

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

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

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

Online Essay-writing Classes and Workshops

"Getting Started with Essay Writing" (Coursera)

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

"Writing and English" (Brightstorm)

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

"How to Write an Essay" (EdX)

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

Writer's Digest University

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

Writing.com

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

How to Overcome Writer's Block

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

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

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

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

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

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

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

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

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

Essay Writing Prompts

"50 Argumentative Essay Topics" (ThoughtCo)

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

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

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

"SAT Sample Essay Prompts" (College Board)

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

"Popular College Application Essay Topics" (Princeton Review)

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

Example Student Essays

"501 Writing Prompts" (DePaul Univ.)

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

"Topics in English" (Kibin)

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

"Student Writing Models" (Thoughtful Learning)

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

"Five-Paragraph Essay" (ThoughtCo)

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

The Best Essay Writing Collections

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

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

The Best American Essays 2017 by Leslie Jamison (Amazon)

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

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

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

The White Album by Joan Didion (Amazon)

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

Consider the Lobster by David Foster Wallace (Amazon)

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

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

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

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

Essay Writing Classroom Activities for Students

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

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

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

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

"Writing Worksheets" (Berkeley Student Learning Center)

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

"Using Sources and Avoiding Plagiarism" (DePaul University)

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

Essay Writing Homework Activities for Students

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

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

"Student Interactives" (Read Write Think)

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

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

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

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

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Melinda French Gates says she's donating $1B to women's rights

Melinda French Gates will donate $1 billion over the next two years to women and family rights around the globe, including reproductive rights in the post-Dobbs era .

“As shocking as it is to contemplate, my 1-year-old granddaughter may grow up with fewer rights than I had,” French Gates wrote in a New York Times op-ed published Tuesday.

French Gates, who announced this month that she’d step down from the Bill and Melinda Gates Foundation  and who separated from Microsoft founder Bill Gates three years ago, cited a backdrop of political violence against women and maternal health concerns globally.

She pointed out that women across the U.S. have lost the right to terminate pregnancies under almost any circumstances.

"We remain the only advanced economy without any form of national paid family leave. And the number of teenage girls experiencing suicidal thoughts and persistent feelings of sadness and hopelessness is at a decade high," she wrote.

"Despite the pressing need, only about 2 percent of charitable giving in the United States goes to organizations focused on women and girls, and only about half a percentage point goes to organizations focused on women of color specifically," she added.

French Gates noted that in her career as a women's advocate, "I have learned that there will always be people who say it’s not the right time to talk about gender equality. Not if you want to be relevant. Not if you want to be effective with world leaders (most of them men)."

She called such a perspective "frustrating and shortsighted," saying decades of research "make it clear that investing in women and girls benefit everyone."

"We know that economies with women’s full participation have more room to grow," she wrote. "That women’s political participation is associated with decreased corruption. That peace agreements are more durable when women are involved in writing them. That reducing the time women spend in poor health could add as much as $1 trillion to the global economy by 2040."

French Gates has already begun directing new grants through her Pivotal Ventures organization to groups that "protect the rights of women and advance their power and influence" in the U.S., including the National Women’s Law Center, the National Domestic Workers Alliance and the Center for Reproductive Rights.

In the fall, she’ll introduce a $250 million initiative focused on "improving the mental and physical health of women and girls globally" through an open call to grass-roots organizations. 

French Gates also recently offered 12 people — including former New Zealand Prime Minister Jacinda Ardern, athlete and maternal health advocate Allyson Felix and Afghan educator and women’s rights advocate Shabana Basij-Rasikh — their own $20 million grant-making fund to distribute as they see fit.

"I’m eager to see the landscape of funding opportunities through their eyes, and the results their approaches unlock," French Gates said.

French Gates said she never could have imagined being part of an effort like this when she was young.

"Because I have been given this extraordinary opportunity, I am determined to do everything I can to seize it and to set an agenda that helps other women and girls set theirs, too," she said.

The Gates Foundation, which French Gates spearheaded with her former husband — they were divorced in August 2021 — has made $77.6 billion of grant payments in its three-decade lifespan, making it one of the largest donor organizations in the world. 

In 2015, French Gates founded  Pivotal Ventures , an initiative focused on advancing opportunities for women and minorities in the U.S, especially in technology.

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Guest Essay

I’m an Indian Muslim, and I’m Scared to Say So

By Mohammad Ali

Mr. Ali, a journalist and writer who focuses on right-wing efforts to transform India into a Hindu nation, wrote from Delhi.

I used to answer the phone with “Salam.” Not anymore. I don’t want people to know I’m a Muslim.

There is little that would identify me as Muslim to begin with, aside from my name. I don’t wear a skullcap, and in public I avoid wearing the loosefitting Pathani kurta and peppering my speech with Urdu words, all of which are identity markers for Indian Muslims. But in the India of Prime Minister Narendra Modi, you can’t take any chances.

For 10 years, Mr. Modi’s Hindu-chauvinist government has vilified the nation’s 200 million Muslims as dangerous undesirables. Recently, he took that rhetoric to a new low during the six weeks of voting in India’s national elections — which are widely expected to win him a third consecutive five-year term — directly referring to Muslims as “infiltrators” in a country that he and his followers seek to turn into a pure Hindu state.

As offensive as that was, it is sadly familiar to Indian Muslims like me who — after a decade of denigration, violence and murder — live in daily fear of being identified and attacked, forcing us into self-denial to protect ourselves.

India is home to one of the world’s largest Muslim populations. Islam came here around 1,300 years ago, and Indian Muslims descend from natives of this land who converted to Islam centuries ago. Many Indian Muslims fought against British colonization, and millions rejected the 1947 partition of the country into a predominantly Hindu India and a mostly Muslim Pakistan. India is our home, and people like me are proud patriots.

But Mr. Modi’s Hindu nationalism has made us the targets in what might be the largest radicalization of people on the planet. Its seeds were planted with the founding in 1925 of Rashtriya Swayamsevak Sangh, a right-wing Hindu organization that sought the establishment of a fully Hindu state in India and was inspired by the European fascism of that era. When Mr. Modi’s Bharatiya Janata Party — a political offshoot of Rashtriya Swayamsevak Sangh — won elections in 2014 and he became prime minister, he and his followers saw it as the civilizational moment that Hindus had been waiting for. Mr. Modi was the god-king who would free Hindu civilization from centuries of domination, first by a series of Muslim rulers culminating with the Mughal empire that ruled India for around three centuries and then by the British colonizers who followed.

Islamophobia isn’t new to India, and Muslims also faced prejudice and recurring violence during the generations in which the liberal upper-caste Hindu elite dominated the nation’s secular democratic politics. But under Mr. Modi’s right-wing leadership, hatred of Muslims has effectively become state policy. India is now a country where police have been accused of standing by as Hindus attack Muslims , where the killers of religious minorities go unpunished and where Hindu extremists openly call for the genocide of Muslims.

Protest, and you run the risk of having a Hindu mob unleashed on you. That’s what happened after Mr. Modi’s government in 2019 pushed through a citizenship law that discriminates against Muslims and his party promised to expel “infiltrators” from the country. When Indian Muslims protested, one of Mr. Modi’s supporters responded with a provocative speech that is blamed for sparking deadly clashes between Hindus and Muslims in Delhi in February 2020. Police were accused of looking the other way as Muslims had their shops destroyed, were assaulted and were even killed.

Bulldozers have become a symbol of this state terrorism — rolled out at right-wing rallies, tattooed on the arms of Modi supporters and featured in Hindu nationalist songs — because of their use in areas governed by the Bharatiya Janata Party to illegally knock down the homes and businesses of Muslims who dare to speak up. Some states have essentially made Muslim-Hindu relationships illegal, based on an absurd Hindu conspiracy theory that Muslim men are seducing Hindu women as part of a long-term plan to turn India into a Muslim nation.

The liberal Hindu elite, instead of acknowledging its role in enabling the sentiments on which Mr. Modi has capitalized, has done little to help, other than to ineffectually express nostalgia for a lost Hindu tolerance. And there is little that Indian Muslims can do within the political system: Although the Muslim share of India’s population has slowly grown to 14 percent, the percentage of Parliament members who are Muslim has declined to less than 5 percent today, compared with 9 percent in the early 1980s.

The Indian Muslim response to our subjugation has largely been a deafening silence. Many of us are simply unwilling to speak out against the Modi government’s bitter bargain: that for us to exist as Indian citizens, we must meekly accept historical revisionism, dehumanization and demonization.

This debasement, and the knowledge that you are essentially outside the protection of the law, kills something inside you. You take precautions to protect yourself. My mother no longer packs mutton for me to take back to Delhi after I visit her, as she used to. She’s afraid it will be mistaken for beef: Dozens of Muslims have reportedly been killed or assaulted by Hindu mobs on suspicion of killing cows — which are sacred to Hindus — or for eating or possessing beef. Muslim parents now routinely repeat a litany of don’ts to their children: Don’t appear Muslim in public, don’t reveal your name, don’t enter Hindu areas or travel alone and don’t get pulled into any potential confrontation.

While we caution one another to blend in, it’s difficult to reconcile with the whole thing. Each of us has something embedded in our sense of self and expression that is particularly painful to erase. And the sort of physical markers we are trying to hide are not even wholly specific to Muslims in India. My cousin likes to wear his Pathani kurta, but so do many Hindus. My youngest sister prefers to keep her head covered, but so do many Hindu women, although not with a hijab. I’m attached to using certain Urdu words that have long been a feature of India’s syncretic culture and have been used widely by Hindus, too.

Self-denial leads to deep frustration. Now during gatherings with friends and family, we avoid politics; discussing the elephant in the room only reminds us of our helplessness. The cumulative weight of all this has created a mental health crisis of fear and depression among Muslims. Yet because of a desperate shortage of mental health professionals in India and a limited understanding of our new reality by many non-Muslim therapists, many Muslims are left to cope on their own.

I was hesitant to write this essay. I am not supposed to protest, to speak up. When I sometimes do, posting online about it, the typical response is, “Go to Pakistan.” But why would I leave? I am an Indian. I was born here, as were my ancestors who opposed the religious basis of the partition with Pakistan and believed in the Indian ideals of secular democracy.

But many Muslims have fled over the years, emigrating to Australia, Canada, Britain, Turkey, the United Arab Emirates, Malaysia or elsewhere because of the worsening political climate. Many who can’t afford to emigrate are moving out of the predominantly Hindu or mixed neighborhoods where they lived for decades, to poorer Muslim areas for safety. Two of my Muslim friends and I used to own apartments in a suburban area near New Delhi where many upper-caste Hindus lived. But in 2020, after the discriminatory citizenship law was passed, a Hindu mob charged through the neighborhood baying for Muslim blood. My two friends soon moved out. I kept my apartment, but in the elevator one evening in 2022, I overheard two men discussing how many katua (a derogatory term for Muslims that refers to circumcision) lived in the area. I moved out the next day. Sadly, Hindu friends and colleagues of mine also have become colder and more distant and are dropping out of contact.

On June 1, India’s voting period comes to a close. It looms as a day of dread for Muslims like me. According to most projections, it will be another victory for Mr. Modi — and further validation of mob rule and the debasement of 200 million Muslims by a hubristic Hindu majority.

Mohammad Ali (@hindureporter) is an independent journalist and writer who divides his time between New York and India. He is writing a book on growing up in India as Narendra Modi and his party have sought to transform India into a Hindu nation.

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

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'ZDNET Recommends': What exactly does it mean?

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

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

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

What is ChatGPT and why does it matter? Here's what you need to know

What is ChatGPT?

ChatGPT is an AI chatbot with natural language processing (NLP) that allows you to have human-like conversations to complete various tasks. The  generative AI  tool can answer questions and assist you with tasks such as composing emails, essays, code, and more.

Also :  How to use ChatGPT: What you need to know now

It's currently  open to use for free . A paid subscription version called ChatGPT Plus launched in February 2023 with access to priority access to OpenAI's latest models and updates.

Who made ChatGPT?

AI startup OpenAI launched ChatGPT on November 30, 2022. OpenAI has also developed  DALL-E 2  and DALL-E 3 , popular  AI image generators , and Whisper, an automatic speech recognition system. 

Who owns ChatGPT currently?

OpenAI owns ChatGPT. Microsoft is a major investor in OpenAI thanks to multiyear, multi-billion dollar  investments. Elon Musk was an investor when OpenAI was first founded in 2015, but has since completely severed ties with the startup and created his own AI chatbot, Grok .

How can you access ChatGPT?

On April 1, 2024, OpenAI stopped requiring you to log in to use ChatGPT. Now, you can access ChatGPT simply by visiting  chat.openai.com . You can also access ChatGPT  via an app on your iPhone  or  Android  device.

Once you visit the site, you can start chatting away with ChatGPT. A great way to get started is by asking a question, similar to what you would do with Google. You can ask as many questions as you'd like.

Also: ChatGPT no longer requires a login, but you might want one anyway. Here's why

There are still some perks to creating an OpenAI account, such saving and reviewing your chat history and accessing custom instructions. Creating an OpenAI account is entirely free and easy. You can even log in with your Google account.

For step-by-step instructions, check out ZDNET's guide on  how to start using ChatGPT . 

Is there a ChatGPT app?

Yes, an official ChatGPT app is available for both iPhone and Android users. 

Also: ChatGPT dropped a free app for iPhones. Does it live up to the hype?

Make sure to download OpenAI's app, as there are a plethora of copycat fake apps listed on Apple's App Store and the Google Play Store that are not affiliated with the startup.

Is ChatGPT available for free?

ChatGPT is free to use, regardless of what you use it for, including writing, coding, and much more. 

There is a subscription option , ChatGPT Plus, that users can take advantage of that costs $20/month. The paid subscription model guarantees users extra perks, such as priority access to GPT-4o and the latest upgrades. 

Also: ChatGPT vs ChatGPT Plus: Is it worth the subscription fee?

Although the subscription price may seem steep, it is the same amount as Microsoft Copilot Pro and Google One AI, Microsoft's and Google's premium AI offerings. 

The free version is still a solid option as it can access the same model and most of the same perks. One major exception: only subscribers get guaranteed access to GPT-4o when the model is at capacity. 

I tried using ChatGPT and it says it's at capacity. What does that mean?

The ChatGPT website operates using servers. When too many people hop onto these servers, they may overload and can't process your request. If this happens to you, you can visit the site later when fewer people are trying to access the tool. You can also keep the tab open and refresh it periodically. 

Also: The best AI chatbots

If you want to skip the wait and have reliable access, you can subscribe to  ChatGPT Plus  for general access during peak times, faster response times, and priority access to new features and improvements, including priority access to GPT-4o.

You can also try using Bing's AI chatbot, Copilot . This chatbot is free to use, runs on GPT-4, has no wait times, and can access the internet for more accurate information.

What is ChatGPT used for?

ChatGPT has many functions in addition to answering simple questions. ChatGPT can compose essays , have philosophical conversations, do math, and even code for you . 

The tasks ChatGPT can help with also don't have to be so ambitious. For example, my favorite use of ChatGPT is for help creating basic lists for chores, such as packing and grocery shopping, and to-do lists that make my daily life more productive. The possibilities are endless. 

ZDNET has published many ChatGPT how-to guides. Below are some of the most popular ones. 

Use ChatGPT to: 

• Write an essay
• Create an app
• Build your resume
• Write Excel formulas
• Summarize content
• Write a cover letter
• Start an Etsy business
• Create charts and tables
• Write Adruino drivers

Can ChatGPT generate images?

Yes, ChatGPT can generate images, but only for ChatGPT Plus subscribers. Since OpenAI discontinued DALL-E 2 in February 2024, the only way to access its most advanced AI image generator, DALL-E 3, through OpenAI's offerings is via its chatbot and ChatGPT Plus subscription.

Also: DALL-E adds new ways to edit and create AI-generated images. Learn how to use it

Microsoft's Copilot offers image generation, which is also powered by DALL-E 3, in its chatbot for free. This is a great alternative if you don't want to shell out the money for ChatGPT Plus.

How does ChatGPT work?

ChatGPT runs on a large language model (LLM) architecture created by OpenAI called the  Generative Pre-trained Transformer  (GPT). Since its launch, the free version of ChatGPT ran on a fine-tuned model in the GPT-3.5 series until May 2024, when the startup upgraded the model to GPT-4o. 

Also:   Here's a deep dive into how ChatGPT works  

With a subscription to ChatGPT Plus , you can access GPT-3.5, GPT-4, or  GPT-4o . Plus, users also have the added perk of priority access to GPT-4o, even when it is at capacity, while free users get booted down to GPT-3.5. 

Generative AI models of this type are trained on vast amounts of information from the internet, including websites, books, news articles, and more.

What does ChatGPT stand for?

As mentioned above, the last three letters in ChatGPT's namesake stand for Generative Pre-trained Transformer (GPT), a family of large language models created by OpenAI that uses deep learning to generate human-like, conversational text. 

Also: What does GPT stand for? Understanding GPT 3.5, GPT 4, GPT-4 Turbo, and more

The "Chat" part of the name is simply a callout to its chatting capabilities. 

Is ChatGPT better than a search engine?

ChatGPT is a language model created to converse with the end user. A search engine indexes web pages on the internet to help users find information. One is not better than the other, as each suit different purposes. 

When searching for as much up-to-date, accurate information as you can access, your best bet is a search engine. It will provide you with pages upon pages of sources you can peruse. 

Also: The best AI search engines of 2024: Google, Perplexity, and more

As of May, the free version of ChatGPT can get responses from both the GPT-4o model and the web. It will only pull its answer from, and ultimately list, a handful of sources, as opposed to showing nearly endless search results.

For example, I used GPT-4o to answer, "What is the weather today in San Francisco?" The response told me it searched four sites and provided links to them. 

If you are looking for a platform that can explain complex topics in an easy-to-understand manner, then ChatGPT might be what you want. If you want the best of both worlds, there are plenty of AI search engines on the market that combine both.

What are ChatGPT's limitations?

Despite its impressive capabilities, ChatGPT still has limitations. Users sometimes need to reword questions multiple times for ChatGPT to understand their intent. A bigger limitation is a lack of quality in responses, which can sometimes be plausible-sounding but are verbose or make no practical sense. 

Instead of asking for clarification on ambiguous questions, the model guesses what your question means, which can lead to poor responses. Generative AI models are also subject to hallucinations, which can result in inaccurate responses.

Does ChatGPT give wrong answers?

As mentioned above, ChatGPT, like all language models, has  limitations  and can give nonsensical answers and incorrect information, so it's important to double-check the data it gives you.

Also: 8 ways to reduce ChatGPT hallucinations

OpenAI recommends that you provide feedback on what ChatGPT generates by using the thumbs-up and thumbs-down buttons to improve its underlying model. You can even join the startup's Bug Bounty program , which offers up to $20,000 for reporting security bugs and safety issues.

Can ChatGPT refuse to answer my prompts?

AI systems like ChatGPT can and do reject  inappropriate requests . The AI assistant can identify inappropriate submissions to prevent the generation of unsafe content.

Also:  6 things ChatGPT can't do (and another 20 it refuses to do)

These submissions include questions that violate someone's rights, are offensive, are discriminatory, or involve illegal activities. The ChatGPT model can also challenge incorrect premises, answer follow-up questions, and even admit mistakes when you point them out.

These guardrails are important. AI models can generate advanced, realistic content that can be exploited by bad actors for harm, such as spreading misinformation about public figures and influencing elections .

Can I chat with ChatGPT?

Although some people use ChatGPT for elaborate functions, such as writing code or even malware , you can use ChatGPT for more mundane activities, such as having a friendly conversation. 

Also:  Do you like asking ChatGPT questions? You could get paid (a lot) for it

Some conversation starters could be as simple as, "I am hungry, what food should I get?" or as elaborate as, "What do you think happens in the afterlife?" Either way, ChatGPT is sure to have an answer for you. 

Is ChatGPT safe?

People are expressing concerns about AI chatbots replacing or atrophying human intelligence. For example, a chatbot can write an article on any topic efficiently (though not necessarily accurately) within seconds, potentially eliminating the need for human writers.

Chatbots can also write an entire essay within seconds, making it easier for students to cheat or avoid learning how to write properly. This even led  some school districts to block access  when ChatGPT initially launched. 

Also:  Generative AI can be the academic assistant an underserved student needs

Now, not only have many of those schools decided to unblock the technology, but some higher education institutions have been  catering their academic offerings  to AI-related coursework. 

Another concern with AI chatbots is the possible spread of misinformation. ChatGPT itself says: "My responses are not intended to be taken as fact, and I always encourage people to verify any information they receive from me or any other source." OpenAI also notes that ChatGPT sometimes writes "plausible-sounding but incorrect or nonsensical answers."

Also:  Microsoft and OpenAI detect and disrupt nation-state cyber threats that use AI, report shows

Lastly, there are ethical concerns regarding the information ChatGPT was trained on, since the startup scraped the internet to train the chatbot. 

It also automatically uses people's interactions with the free version of the chatbot to further train its models, raising privacy concerns. OpenAI lets you turn off training in ChatGPT's settings.

Does ChatGPT plagiarize?

Yes, sort of. OpenAI scraped the internet to train ChatGPT. Therefore, the technology's knowledge is influenced by other people's work. Since there is no guarantee that when OpenAI outputs its answers it is entirely original, the chatbot may regurgitate someone else's work in your answer, which is considered plagiarism. 

Is there a ChatGPT detector?

Concerns about students using AI to cheat mean the need for a ChatGPT text detector is becoming more evident. 

In January 2023, OpenAI released a free tool to target this problem. Unfortunately, OpenAI's "classifier" tool could only correctly identify 26% of AI-written text with a "likely AI-written" designation. Furthermore, it provided false positives 9% of the time, incorrectly identifying human-written work as AI-produced. 

The tool performed so poorly  that, six months after being released, OpenAI it shut down "due to its low rate of accuracy." Despite the tool's failure, the startup claims to be researching more effective techniques for AI text identification.

Also: OpenAI unveils text-to-video model and the results are astonishing

Other AI detectors exist on the market, including GPT-2 Output Detector ,  Writer AI Content Detector , and Content at Scale's AI Content Detection  tool. ZDNET put these tools to the test, and the results were underwhelming: all three were found to be unreliable sources for spotting AI, repeatedly giving false negatives. Here are  ZDNET's full test results .

What are the common signs something was written by ChatGPT?

Although tools aren't sufficient for detecting ChatGPT-generated writing, a  study  shows that humans could detect AI-written text by looking for politeness. The study's results indicate that  ChatGPT's writing style is extremely polite . And unlike humans, it cannot produce responses that include metaphors, irony, or sarcasm.

Will my conversations with ChatGPT be used for training?

One of the major risks when using generative AI models is that they become more intelligent by being trained on user inputs. Therefore, when familiarizing yourself with how to use ChatGPT, you might wonder if your specific conversations will be used for training and, if so, who can view your chats.

Also:  This ChatGPT update fixed one of my biggest productivity issues with the AI chatbot

OpenAI will use your conversations with the free chatbot to automatically training data to refine its models. You can opt out of the startup using your data for model training by clicking on the question mark in the bottom left-hand corner, Settings, and turning off "Improve the model for everyone."

What is GPT-4?

GPT-4 is OpenAI's language model that is much more advanced than its predecessor, GPT-3.5. Users can access GPT-4 by subscribing to ChatGPT Plus for $20 per month or using Microsoft's Copilot.

Also: What does GPT stand for? Understanding GPT-3.5, GPT-4, and more

GPT-4 has advanced intellectual capabilities, meaning it outperforms GPT-3.5 in a series of simulated benchmark exams. The newer model also supposedly produces fewer hallucinations. 

What is GPT-4o?

GPT-4o is OpenAI's latest, fastest, and most advanced flagship model. As the name implies, it has the same intelligence as GPT-4. However, the "o" in the title stands for "omni," referring to its multimodal capabilities, which allow it to understand text, audio, image, and video inputs and output text, audio, and image outputs. 

Also:  6 ways OpenAI just supercharged ChatGPT for free users

The model is 50% cheaper in the API than GPT-4 Turbo while still matching its English and coding capabilities and outperforming it in non-English languages, vision, and audio understanding -- a big win for developers.

Are there alternatives to ChatGPT worth considering?

Although ChatGPT gets the most buzz, other options are just as good -- and might even be better suited to your needs. ZDNET has created a list of the best chatbots, which have all been tested by us and show which tool is best for your requirements. 

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

Despite ChatGPT's extensive abilities, there are major downsides to the AI chatbot. If you want to try the technology, there are plenty of other options: Copilot , Claude , Perplexity ,  Jasper , and more.  

Is ChatGPT smart enough to pass benchmark exams?

Yes, ChatGPT is capable of passing a series of benchmark exams. A professor at Wharton, the University of Pennsylvania's business school, used ChatGPT to take an MBA exam and the results were quite impressive. 

ChatGPT not only passed the exam, but the tool scored between a B- and a B. The professor, Christian Terwiesch, was impressed at its basic operations management, process analysis questions, and explanations.

OpenAI also tested the chatbot's ability to pass benchmark exams. Although ChatGPT could pass many of these benchmark exams, its scores were usually in the lower percentile. However, with GPT-4, ChatGPT can score much higher.

For example, ChatGPT using GPT-3.5 scored in the lower 10th percentile of a simulated Bar Exam, while GPT-4 scored in the top 10th percentile. You can see more examples from OpenAI in the chart below.

Can ChatGPT be used for job application assistance?

Yes, ChatGPT is a great resource to help with job applications. Undertaking a job search can be tedious and difficult, and ChatGPT can help you lighten the load. ChatGPT can build your resume  and write a cover letter .

Also :  How to use ChatGPT to write an essay

If your application has any written supplements, you can use ChatGPT to help you write those essays or personal statements . 

What are the most common ChatGPT plugins, and how do I use them?

Plugins allowed ChatGPT to connect to third-party applications, including access to real-time information on the web. The plugins expanded ChatGPT's abilities , allowing it to assist with many more activities, such as planning a trip or finding a place to eat. 

Also:  My two favorite ChatGPT Plus features and the remarkable things I can do with them

On March 19, 2024, however, OpenAI stopped allowing users to install new plugins or start new conversations with existing ones. Instead, OpenAI replaced plugins with GPTs , which are easier for developers to build. 

Users can find 3 million ChatGPT chatbots, also known as GPTs, on the GPT store. Unfortunately, there is also a lot of spam in the GPT store.

What is Microsoft's involvement with ChatGPT?

Microsoft was an early investor in OpenAI, the AI startup behind ChatGPT, long before ChatGPT was released to the public. Microsoft's first involvement with OpenAI was in 2019, when the company invested $1 billion, and then another $2 billion in the years after. In January 2023, Microsoft extended its partnership with OpenAI through a multiyear, multi-billion dollar investment .

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

 Neither company disclosed the investment value, but unnamed sources told Bloomberg that it could total $10 billion over multiple years. In return, OpenAI's exclusive cloud-computing provider is Microsoft Azure, powering all OpenAI workloads across research, products, and API services.

Microsoft has also used its OpenAI partnership to revamp its Bing search engine and improve its browser. 

On February 7, 2023, Microsoft unveiled a new Bing tool , now known as Copilot, that runs on OpenAI's GPT-4, customized specifically for search.

What does Copilot (formerly Bing Chat) have to do with ChatGPT?

In February 2023,  Microsoft unveiled  a new version of Bing -- and its standout feature was its integration with ChatGPT. When it was announced, Microsoft shared that Bing Chat, now Copilot, was powered by a next-generation version of OpenAI's large language model, making it "more powerful than ChatGPT." Five weeks after the launch, Microsoft revealed that Copilot had been running on GPT-4 before the model had even launched. 

How does Copilot compare to ChatGPT?

Copilot uses OpenAI's GPT-4, which means that since its launch, it has been more efficient and capable than the standard, free version of ChatGPT. At the time, Copilot boasted several other features over ChatGPT, such as access to the internet, knowledge of current information, and footnotes.

In May 2024, however, OpenAI supercharged the free version of its chatbot with GPT-4o. The upgrade gave users GPT-4 level intelligence, the ability to get responses from the web via ChatGPT Browse with Bing, analyze data, chat about photos and documents, use GPTs, access the GPT Store, and Voice Mode. Therefore, after the upgrade, ChatGPT reclaimed its crown as the best AI chatbot. 

What is Gemini and how does it relate to ChatGPT?

Gemini is Google's AI chat service, a rival to ChatGPT. On February 6, 2023, Google introduced its experimental AI chat service, which was then called Google Bard. Over a month after the announcement, Google began rolling out  access to Bard first via a waitlist . Now, it is available to the general public. 

Artificial Intelligence

Chatgpt vs. copilot: which ai chatbot is better for you, what does gpt stand for understanding gpt-3.5, gpt-4, gpt-4o, and more, what is copilot (formerly bing chat) here's everything you need to know.

3 Things To Consider When Hiring A Top Ivy League College Consultant

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College consultant

Navigating the college admissions process can be overwhelming for both students and parents—particularly for those who aspire to attend Ivy League and other top schools. While well-meaning parents try their best to guide their students through the process, many are shocked to discover how much the admissions landscape has changed since they themselves applied. For instance, Harvard’s already minute acceptance rate dropped by more than half in just over two decades—while the Class of 2000 had an admissions rate of 10.9% , a meager 3.59% of students were admitted to the Class of 2028. Even schools outside of the Ivy League have seen similar plunges—NYU’s acceptance rate for the Class of 2002 was 34% , compared to 8% for the Class of 2028; Northwestern’s acceptance rate for the 2001 admissions cycle was 34.2% and plummeted to 7.5% in the 2023-24 cycle; and in 1999, Vanderbilt saw an admissions rate of over 61% , compared to today’s 5.1% . These declines are due in large part to dramatically swelling applicant pools. Regardless of the cause, these seismic shifts have left parents feeling incapable of helping their students navigate today’s cutthroat and complex college admissions landscape.

This is where private college admissions consultants come in. College consultants offer specialized knowledge and experience in the admissions process, particularly when it comes to applying to prestigious institutions. They can provide personalized guidance tailored to each student’s strengths, interests, and goals—and they are becoming increasingly popular. In 2022, a top private school in New York City, Horace Mann’s student newspaper reported that 33% of upper division students who answered their survey self-reported using a private consultant (a number that is likely higher than reported due to the stigma around college consultants.) Additionally, one in five surveyed incoming freshmen in Harvard’s Class of 2022 reported working with a private admissions consultant.

Despite their rising popularity, it is important for parents to recognize that not all college admissions consultants are created equal. A college admissions consultant is a significant investment in your child’s future, and as such, it is critical to find a consultant whose methods are ethical, results-proven, and aligned with your child’s needs and goals.

As you search for the right consultant to fit your needs, here are three core factors to take into consideration:

1. Credentials

College admissions consultants have an array of backgrounds and expertise, and it is important to think critically about how consultants’ experiences shape their ability to coach your student. While it may be tempting to assume that a consultancy that hires former admissions officers is implicitly capable of preparing your student for the rigors of the admissions process, this is not necessarily the case. The admissions landscape has changed dramatically over the last five years, meaning that a consultant who served on an admissions committee a decade ago will likely not possess special insights about what Ivy League and other top schools are looking for now .

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Additionally, the Supreme Court case concerning affirmative action rendered more information about the admissions process publicly available than ever before. We now know how Harvard ranks applicants, what factors are most important in their admissions considerations, and how these factors have changed over time. While more information is now known about what Harvard looks for in its admissions process, a strong admissions consultant’s unique expertise lies in helping an applicant develop such qualities. If a consultancy promises insider information on the admissions process but fails to articulate specific strategies for helping your student boost their admissions profile, they are likely all bark and no bite.

2. Payment Structure

While hiring a college consultant is undoubtedly a financial investment, it should not be a financial surprise . Parents should seek a consultancy that is transparent about cost and that doesn’t nickel-and-dime clients for additional services. Consultants bill in a variety of ways—some are hourly, others charge by the number of schools to which a student wishes to apply, and others offer unlimited, flat-fee packages. Parents should go into consultations with a sense of their student’s needs and goals and pose detailed questions about the costs of additional or non-included services that may be required. Parents should be particularly wary of hourly packages, as the process of applying to college will likely take more time than parents initially assume, leading to unexpected additional fees and ballooning overall costs.

3. Methodology

Finally, and perhaps most importantly, college admissions consultants offer vastly different structures of support for students, and it is critical to understand their strengths and weaknesses before committing to a particular consultancy. A cookie-cutter approach doesn’t work in the competitive landscape of college admissions. Each student has unique strengths, interests, and aspirations, and a top-notch consultant will take the time to understand these individual qualities and craft a tailored strategy that highlights the student’s best attributes. This includes selecting a mix of courses, extracurricular activities, leadership roles, and summer programs that align with the student's goals. They also help students identify and develop their passions, which serves to differentiate students in the eyes of admissions committees.

While some consultancies pair students with one mentor, others take a more team-based approach, assigning multiple team members to work with each student on different aspects of their applications. The latter model can easily become confusing, and communication between students, parents, and members of the consultancy can quickly devolve. Those considering a consultancy that assigns more than one team member to a student should ask detailed questions about the lines of communication and how students will receive a cohesive and centralized plan for boosting their applicant profile. Finally, parents should seek out a consultancy that employs full-time consultants. Many firms hire part-time consultants with other impressive credentials or professional networks—however, these consultants are often stretched thin and struggle to provide the comprehensive support that students need to excel in the process. As a rule of thumb, parents should assume that the process will take more time, energy, and attention than they anticipate, and seek out a consultant who can accommodate their student’s busy schedule as much as possible

Choosing the right college consultant is a significant decision that can impact your student’s future. Take your time to research, ask questions, and evaluate your options carefully. The right consultant will not only help your student craft a strong application but also empower them to present their authentic self in the best possible light and provide them with the tools they will need to excel in college and beyond.

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People living in 3 apartment complexes in Shreveport are displaced at this time, official says

SHREVEPORT, La. (KSLA) — In two days, a number of Shreveport apartment complexes will have utilities cut off, forcing hundreds of families to find a new home.

People living in nearly 13,000 units are displaced at this time, Councilwoman Tabatha Taylor said, referring to not only the three apartments but other apartment complexes that have since been closed such as David Raines.

Taylor, who chairs Shreveport City Council’s Property Standards Committee, is working to ensure these people have a place to stay after their landlords failed to pay hundreds of thousands of dollars in utility bills.

[RELATED: Some tenants at The Jolie Apartments worried about finding a new home ]

She is calling on Shreveport Property Standards, Public Works, Fire Prevention and the Metropolitan Planning Commission to streamline the certificate of occupancy process and to enforce all provisions that property owners have a certificate of occupancy and that inspections are done routinely.

That will help ensure that renters are living in safe conditions that are in compliance with the certificate of occupancy.

During the property standards committee meeting Wednesday, May 29, city officials found that not all property owners have a certificate of occupancy and that routine inspections were not happening regularly to evaluate living conditions.

“We need to streamline that process,” Taylor said. “We need to tweak whatever it is that we need to tweak in order to ensure that when people live in an apartment home or if they are leasing a house, that it is in full compliance with our ordinances.”

She said the certificate of occupancy helps ensure that all rental properties in the city comply with the provisions that have been put in place.

“I don’t want them to do business in Shreveport, I don’t want them to do business anywhere in Louisiana because you’re not a good businessperson,” Taylor said.

“We look for community partners. You want to have a business that’s going to edify the city that you live in and what are you saying to the citizens of Shreveport, Louisiana, when you allow them to live in this way, when you don’t pay your water bill, you don’t pay your gas bill, you don’t pay your electric bill, but yet our citizens are paying you rent and so now they are displaced.”

Terrence Green, the city’s director of property standards, said, “The biggest thing is acknowledging that we do have an issue. Putting ego to the side, come together. Let’s get the sop together. And let’s go to work. I mean, it’s just as simple as that.”

Roughly 12 buildings are set to be destroyed at three different apartment complexes in the first round of demolition.

Green said it will cost “$450,000. Where the money’s coming from? They’re looking for it right now.”

Taylor said there is a critical housing shortage in Shreveport. With demolition, she said, she hopes there could be a redevelopment to provide affordable housing.

PREVIOUS COVERAGE:

• Mayor Arceneaux speaks out on issues surrounding Jolie Apartments
• Owner of Villa Norte arraigned in court
• 2 women separately accused of setting fire to The Jolie Apartments in Shreveport
• 2 women arrested in connection to fires at Jolie Apartments
• Woman arrested for arson; 1 person rescued, 3 firefighters hurt in two-alarm fire at The Jolie Apartments
• 1 person rescued, 3 firefighters hurt in two-alarm fire at The Jolie Apartments
• City of Shreveport schedules additional emergency apartment relocation assistance meetings (ksla.com)
• Man fights for life after found shot at Jolie Apartments (ksla.com)
• Emergency Apartment Relocation Assistance Program announced for Jolie, Villa Norte apartments
• Water to be shut off at multiple Shreveport apartment complexes at end of May
• Some Jolie Apartments residents complain about living conditions
• 1 woman, 1 juvenile shot in parking lot of The Jolie Apartments
• Shreveport considering program to help identify problem rentals, absentee landlords and owners
• Shreveport apartment complex residents speak out on raw sewage, living conditions

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What is ChatGPT?

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ChatGPT: the latest news, controversies, and tips you need to know

ChatGPT has continued to dazzle the internet with AI-generated content, morphing from a novel chatbot into a piece of technology that is driving the next era of innovation. No tech product in recent memory has sparked as much interest, controversy, fear, and excitement.

How to use ChatGPT

How to use the chatgpt iphone and android apps, is chatgpt free to use, who created chatgpt, what do the chatgpt errors mean, latest chatgpt controversies, can chatgpt be detected, common uses for chatgpt, what are chatgpt plugins, is there a chatgpt api.

• What’s the future of ChatGPT and GPT-5?

ChatGPT alternatives worth trying

Other things to know about chatgpt.

If you’re just now catching on, it’d be fair to wonder what the fuss is all about. You can try it out for yourself for free (or use the official free iOS app ), but here’s the detailed guide you’ve been looking for — whether you’re worried about an AI apocalypse or are just looking for an intro guide to the app.

ChatGPT is a natural language AI chatbot . At its most basic level, that means you can ask it any question, and it will generate an answer.

Using the ChatGPT chatbot itself is fairly simple, as all you have to do is type in your text and receive information. The key here is to be creative and see how your ChatGPT responds to different prompts. If you don’t get the intended result, try tweaking your prompt or giving ChatGPT further instructions. ChatGPT knows the context of previous questions you ask, so you can refine from there rather than starting over fresh every time.

For example, starting with “Explain how the solar system was made” will give a more detailed result with more paragraphs than “How was the solar system made,” even though both inquiries will give fairly detailed results. Take it a step further by giving ChatGPT more guidance about style or tone, saying “Explain how the solar system was made as a middle school teacher.”

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You also have the option for more specific inputting requests for an essay with a specific number of paragraphs or a Wikipedia page. We got an extremely detailed result with the request “write a four-paragraph essay explaining Mary Shelley’s Frankenstein.” And remember, ChatGPT is great at making tweaks to previous answers, so you can always ask for more detail, ask it to rewrite something, or ask it further questions.

To see what it can do, try using ChatGPT in daily life or work activities to see how it can help. Ask it to write emails, craft business proposals, fun date night ideas, or even a best man’s speech. So long as it doesn’t break some of the explicit or illegal content rules, the generator will do its best to fulfill the commands. It’s certainly is potential for ChatGPT to begin filling in gaps with incorrect data. As OpenAI notes, these instances are rare, but AI “hallucinations” certainly do happen . The company also notes that ChatGPT, which uses the GPT-3.5 LLM (large language model), currently has “limited knowledge of world events after 2021.” For more recent knowledge of the world, consider using another tool like Bing Chat .

However, OpenAI recently announced that ChatGPT Plus subscriber, who have access to the GPT-4 model, will be able to search the web for up-to-date information .

Even so, you have the option to input queries continuously until you close your browser or reset the thread to clear your previous requests. These chats are then saved in conversations in the sidebar, even automatically naming the chat. From there, you can manage these chats, renaming or deleting them as needed. You can even “hide” specific chats if needed .

You also have the option to use ChatGPT in dark mode or light mode.

Unlike Bing Chat , which can now generate images with Bing Image Creator and receive images as prompts for questions, ChatGPT only provides text outputs. In September 2023, however, OpenAI added the ability for you to use an image or voice as an input for your prompt. It’s currently only available to ChatGPT Plus subscribers.

As opposed to a simple voice assistant like Siri or Google Assistant , ChatGPT is built on what is called an LLM (Large Language Model). These neural networks are trained on huge quantities of information from the internet for deep learning — meaning they generate altogether new responses, rather than just regurgitating specific canned responses. They’re not built for a specific purpose like chatbots of the past — and they’re a whole lot smarter.

This is implied in the name of ChatGPT, which stands for Chat Generative Pre-trained Transformer. In the case of the current version of ChatGPT, it’s based on the GPT-3.5 LLM. The model behind ChatGPT was trained on all sorts of web content including websites, books, social media, news articles, and more — all fine-tuned in the language model by both supervised learning and RLHF (Reinforcement Learning From Human Feedback). OpenAI says this use of human AI trainers is really what makes ChatGPT stand out.

First, go to chat.openai.com . If it’s your first time, you’ll need to set up a free account with OpenAI before getting started. You have the option of choosing an easy login with a Google or Microsoft account, or just entering your email address. You’ll be asked next to enter a phone number ; however, keep in mind that you cannot use a virtual phone number (VoIP) to register for OpenAI. You will then receive a confirmation number, which you will enter on the registration page to complete the setup.

You’ll see some basic rules about ChatGPT, including potential errors in data, how OpenAI collects data, and how users can submit feedback — all of which have some wondering about whether or not ChatGPT is safe to use . Once you’re through that, you know you have successfully registered. You’re in!

After many months of anticipation, OpenAI has finally launched an official iOS app that you can go and download today . The app quickly topped half a million downloads in less than a week and is becoming available in an increasing number of countries .

Instructions for using it aren’t dissimilar to the ChatGPT web application. You do get an extra option for signing in using your Apple ID account, but it otherwise functions nearly identically to the web app — just type in your question and let the conversation begin.

The clean interface shows your conversation with GPT in a straightforward manner, hiding the chat history and settings behind the menu in the top right.

For those who are paying for ChatGPT Plus, the app lets you toggle between GPT-3.5 and GPT-4 too. You can even use the microphone to chat with ChatGPT over voice.

As our mobile editor noted in his experience with the app, it still doesn’t provide a connection to the internet like chatbots like Bing Chat and Perplexity .

Users have been asking for Android support for months, and now, a ChatGPT Android app is finally available . You can find it in the Google Play Store, but it’s limited to certain countries at the moment, including the U.S., India, and Brazil.

Some devices go beyond just the app, too. For instance, the Infinix Folax is an Android phone that integrated ChatGPT throughout the device. Instead of just an app, the phone replaces the typical smart assistant (Google Assistant) with ChatGPT.

Yes, the basic version of ChatGPT is completely free to use. There’s no limit to how much you can use ChatGPT in a day, though there is a word and character limit for responses .

It’s not free for OpenAI to continue running it, of course. Initial estimates are currently that OpenAI spends around $3 million per month to continue running ChatGPT, which is around $100,000 per day. A report from April indicated that the price of operation is closer to $700,000 per day .

Beyond the cost of the servers themselves, some egregious information has recently come out about what else has been done to train the language model against producing offensive content.

OpenAI also has a premium version of its chatbot, called ChatGPT Plus . It costs $20 a month but provides access even during peak times, faster responses, and first access to new features like GPT-4 .

ChatGPT was created by an organization called OpenAI, a San Francisco-based AI research lab. The organization started as a non-profit meant for collaboration with other institutions and researchers, funded by high-profile figures like Peter Thiel and Elon Musk.

OpenAI later became a for-profit company in 2019 and is now led by its CEO, Sam Altman. It runs on Microsoft’s Azure system infrastructure and is powered by Nvidia’s GPUs, including the new supercomputers just announced this year . Microsoft has invested heavily in OpenAI too, starting in 2019.

Many people attempting to use ChatGPT have been getting an “at capacity” notice when trying to access the site . It’s likely behind the move to try and use unofficial paid apps, which have already flooded app stores  and scammed thousands into paying for a free service.

Because of how much ChatGPT costs to run, it seems as if OpenAI has been limiting access when its servers are “at capacity.” It can take as long as a few hours to wait out, but if you’re patient, you’ll get through eventually. Of all the problems facing ChatGPT right now, this had been the biggest hurdle for keeping people from using it more. In some cases, demand has been so high that ChatGPT has gone down for several hours for maintenance multiple times over the past few months.

This seems to be less of a problem recently, though, as demand has normalized and OpenAI has learned to manage the traffic better, but in the middle of the day, it still makes an appearance from time to time.

Although ChatGPT is a very useful tool, it isn’t free of problems. It’s known for making mistakes or “hallucinations,” where it makes up an answer to something it doesn’t know. A simple example of how unreliable it can sometimes be involved misidentifying the prime minister of Japan .

Beyond just making mistakes, many people are concerned about what this human-like generative AI could mean for the future of the internet, so much so that thousands of tech leaders and prominent public figures have signed a petition to slow down the development. It was even banned in Italy due to privacy concerns, alongside complaints from the FTC — although that’s now been reversed. Since then, the FTC has reopened investigations against OpenAI on questions of personal consumer data is being handled.

Speaking of bans, a number of high-profile companies have been disallowing the use of ChatGPT internally, including Samsung, Amazon, Verizon, and even the United States Congress . Apple is also on the list, though Tim Cook stated that he uses it, just weeks after having it banned .

There’s also the concern that generative AI like ChatGPT could result in the loss of many jobs — as many as 300 million worldwide, according to Goldman Sachs. In particular, it’s taken the spotlight in Hollywood’s writer’s strike , which wants to ensure that AI-written scripts don’t take the jobs of working screenwriters.

Beyond that, multiple controversies have also sprung up around people using ChatGPT to handle tasks that should probably be handled by an actual person. One of the worst cases of this is generating malware, which the FBI recently warned ChatGPT is being used for.

For example, Vanderbilt University’s Peabody School was recently under fire for generating an email about a mass shooting and the importance of community. In addition, JPMorgan Chase is restricting the use of the AI chatbot for workers, especially for generating emails, which companies like Apple have also prohibited internally.

There are also privacy concerns. A recent GDPR complaint says that ChatGPT violates user’s privacy by stealing data from users without their knowledge, and using that data to train the AI model.

Lastly, ChatGPT was even made able to generate Windows 11 keys for free , according to one user. Of course, this is not how ChatGPT was meant to be used, but it’s significant that it was even able to be “tricked” into generating the keys in the first place.

Teachers, school administrators, and developers are already finding different ways around this and banning the use of ChatGPT in schools . Others are more optimistic about how ChatGPT might be used for teaching, but plagiarism is undoubtedly going to continue being an issue in terms of education in the future. There are some ideas about how ChatGPT could “watermark” its text and fix this plagiarism problem, but as of now, detecting ChatGPT is still incredibly difficult to do.

ChatGPT recently launched a new version of its own plagiarism detection tool , with hopes that it will squelch some of the criticism around how people are using the text generation. It uses a new feature called “AI text classifier,” which operates in a way familiar to other plagiarism software. According to OpenAI, however, the tool is still a work in progress and is “imperfect.”

Other tools like GPTZero claim to help detect ChatGPT plagiarism, too. Although they work, some extra editing on AI responses can still trip up these tools.

Well, that’s the fun part. Since its launch, people have been experimenting to discover everything the chatbot can and can’t do — and some of the results have been mind-blowing .

Learning the kinds of prompts and follow-up prompts that ChatGPT responds well to requires some experimentation though. Much like we’ve learned to get the information we want from traditional search engines, it can take some time to get the best results from ChatGPT. If you want to get started, we have a roundup of the best ChatGPT tips .

It really all depends on what you want out of it. To start out, try using it to write a template blog post, for example, or even blocks of code if you’re a programmer.

Our writers experimented with ChatGPT too, attempting to see if it could handle holiday shopping or even properly interpret astrological makeup . In both cases, we found limitations to what it could do while still being thoroughly impressed by the results.

But the fun is in trying it out yourself. Whether you think ChatGPT is an amazing piece of tech or will lead to the destruction of the internet as we know it, it’s worth trying out for yourself to see just what it’s capable of.

Following an update on August 10, you can now use custom instructions with ChatGPT . This allows you to customize how the AI chatbot responds to your inputs so you can tailor it for your needs.

You can’t ask anything, though. OpenAI has safeguards in place in order to “build a safe and beneficial artificial general intelligence.” That means any questions that are hateful, sexist, racist, or discriminatory in any way are generally off-limits.

The announcement of ChatGPT plugins caused a great stir in the developer community, with some calling it “the most powerful developer platform ever created.” AI enthusiasts have compared it to the surge of interest in the iOS App Store when it first launched, greatly expanding the capabilities of the iPhone.

Essentially, developers will be able to build plugins directly for ChatGPT, to open it up to have access to the whole of the internet and connect directly to the APIs of specific applications. It’s ChatGPT out in the real world. Some of the examples provided by OpenAI include applications being able to perform actions on behalf of the user, retrieve real-time information, and access knowledge-based information.

It’s currently only available on a waitlist, but early applications to use plugins with ChatGPT include Expedia, Instacart, Slack, and OpenTable — and now there are lots to explore, including the ones we’ve seen as the best ChatGPT plugins to try out.

Outside of the ChatGPT app itself, many apps had been announced as partners with OpenAI using the ChatGPT API. Of the initial batch, the most prominent example is Snapchat’s MyAI .

Essentially, this is a way for developers to access ChatGPT and plug its natural language capabilities directly into apps and websites. We’ve seen it used in all sorts of different cases, ranging from suggesting parts in Newegg’s PC builder to building out a travel itinerary with just a few words. Recently, OpenAI made the ChatGPT API available to everyone, and we’ve seen a surge in tools leveraging the technology, such as Discord’s Clyde chatbot or Wix’s website builder .

What’s the future of ChatGPT and GPT-5?

There’s no doubt that the tech world has become obsessed with ChatGPT right now, and it’s not slowing down anytime soon. GPT-4, the next iteration of the model, has officially launched, though it’s currently only available for ChatGPT Plus. We do know, however, that Bing Chat is at least partially built on the GPT-4 language model, even if certain elements such as visual input aren’t available.

But the bigger development will be how ChatGPT continues to be integrated into other applications. Microsoft reportedly made a multibillion-dollar investment in ChatGPT , which is already starting to pay off. The first integration was in Teams Premium , with some of OpenAI’s features showing up to automate tasks and provide transcripts. Most prominently, Microsoft revealed 365 Copilot , which integrates ChatGPT natural language prompts directly into Office apps like Word, PowerPoint, Outlook, and more.

There were initial reports that GPT-5 is on the way and could finish training later this year, with some people claiming that it would achieve AGI (artificial general intelligence). That’s a big, controversial statement, but clearly, things are progressing at a rapid pace.

Since then, OpenAI has stated that GPT-5 is not on the timeline and is not currently planned. That being said, the next version, GPT-4.5, is currently training and may be available later this year. OpenAI indicated that it may be done planning as early as September or October.

All that to say, if you think AI is a big deal now, just wait until it’s built into the most common applications that are used for work and school.

ChatGPT remains the most popular AI chatbot at the moment, but it’s not completely without competition. Microsoft’s Bing Chat is the biggest rival, which uses OpenAI’s GPT-4 model as a basis for its answers. Although it requires downloading the Edge browser to use, Bing Chat is free and offers some added features such as different writing modes, image creation, and search links. It even got a significant update recently that introduced features like export, third-party plugins, and multimodal support. There’s also YouChat, which uses GPT-3, an older model from OpenAI, and Forefront AI , which gives you access to GPT-4 and beyond.

The biggest non-GPT competitor to ChatGPT is Google Bard . It’s based on Google’s own homegrown language model, LaMDA, and Google seems intent on competing directly with OpenAI with Google Bard. The most recent updates make it a far more compelling alternative to ChatGPT , even if it’s not quite there.

There are a number of other chatbots out there, some of which are based on Meta’s open-source language model, LLaMA, such as Vicuna and HuggingChat .

Reports suggest Apple has been working on a ChatGPT rival for years , as well, though we haven’t seen it yet. Some reporters say it is “significantly behind competitors” at the moment.

Are ChatGPT chats private?

It depends on what you mean by private. All chats with ChatGPT are used by OpenAI to further tune the models, which can actually involve the use of human trainers. No, that doesn’t mean a human is looking through every question you ask ChatGPT, but there’s a reason OpenAI warns against providing any personal information to ChatGPT.

It should be noted that if you don’t delete your chats, the conversations will appear in the left sidebar. Unlike with other chatbots, individual chats within a conversation cannot be deleted, though they can be edited using the pencil icon that appears when you hover over a chat. When you delete the conversations, however, it’s not that ChatGPT forgets they ever happened — it’s just that they disappear from the sidebar chat history.

Fortunately, OpenAI has recently announced a way to make your chats hidden from the sidebar . These “hidden” chats won’t be used to train AI models either.

When was ChatGPT released?

ChatGPT was originally launched to the public in November of 2022 by OpenAI. The chatbot is based on the GPT-3.5 LLM, which is a fine-tuned version of GPT-3, a model first launched on March 15, 2022. GPT-3 itself, though, has been around for a few years now. It was first released in June 2020, but only as an autoregressive language model.

The predecessors to GPT-3 had very limited public exposure. GPT-2 was announced in February 2019, and the first research paper on GPT was published on OpenAI’s website in 2018.

Will ChatGPT replace Google Search?

Rather than replace it, chatbots are likely to be integrated directly into search. Microsoft has already done this with Bing Chat and Bing, which puts a “chat” tab right into the menu of Bing search.

Even Google has begun experimenting with integrating the smarts of Google Bard into search through its Search Generative Experience . We’re in the early days where all these exist as different products, but it’s not hard to imagine a future where it’s a completely unified experience.

Is Bing Chat the same as ChatGPT?

Microsoft has officially brought ChatGPT to Bing in the form of Bing Chat . After a long beta period, it was officially available to try out. But unlike ChatGPT , Bing Chat does require downloading the latest version of Edge. So Safari or Chrome users are out of luck.

In the early days of its release, Bing Chat was capable of some unhinged responses , but Microsoft has been quick to tame things a bit. It was recently announced that Bing Chat is using the latest GPT-4 language model , meaning it’s more powerful and accurate than ChatGPT . The new Edge Copilot mode also provides a more user-friendly way to get started, offering suggested prompts, links to learn more, and ways to tweak the kinds of answers it gives you. And now with the Windows Copilot , Bing Chat will live right on your desktop.

Is Google Bard the same as ChatGPT?

Unlike Bing Chat, Google Bard  uses an entirely different LLM to power its natural language capabilities. Upon its release, Bard has been using LaMDA, the company’s own model, which stands for Language Model for Dialogue Applications. As has been demonstrated from early on, Bard didn’t have quite the precision in its answers.

Reports indicate, however, that Bard is getting a massive update soon, going from being trained on 30 billion parameters up to 600 billion parameters. That could make it closer to what is possible with GPT-4.

Can you write essays with ChatGPT?

The use of ChatGPT has been full of controversy, with many onlookers considering how the power of AI will change everything from search engines to novel writing. It’s even demonstrated the ability to earn students surprisingly good grades in essay writing.

Essay writing for students is one of the most obvious examples of where ChatGPT could become a problem. ChatGPT might not write this article all that well, but it feels particularly easy to use for essay writing. Some generative AI tools, such as Caktus AI , are built specifically for this purpose.

Can ChatGPT write and debug code?

Absolutely — it’s one of the most powerful features of ChatGPT. As with everything with AI, you’ll want to double-check everything it produces, because it won’t always get your code right. But it’s certainly powerful at both writing code from scratch and debugging code.

Developers have used it to create websites, applications, and games from scratch — all of which are made more powerful with GPT-4, of course. There’s even a plug-in called ChatGPT Code Interpreter that makes programming with AI even more accessible.

What is the ChatGPT character limit?

OpenAI doesn’t set an exact character limit, but it will cut off around its responses at about 500 words or 4,000 characters. If you happen to give the chatbot a request for a specific number of words above 500, you might find that it cuts off mid-sentence somewhere after 500 words.

One way to get around this is just to ask it to “go on” or “continue,” but it depends on the prompt and type of response. Sometimes ChatGPT will more or less repeat the previous answers in different words.

The best way to get access to responses with longer characters is to upgrade to ChatGPT Plus.

Is there a ChatGPT bug bounty program?

Yes. A bug bounty program for ChatGPT was recently announced . The program was unveiled officially on OpenAI’s website , which details the types of “cash awards” that are being offered. They range from $200 to up to $20,000 for what it calls “exceptional discoveries.”

While addressing security researchers interested in getting involved in the program, OpenAI said it recognized “the critical importance of security and view it as a collaborative effort. By sharing your findings, you will play a crucial role in making our technology safer for everyone.”

Do you need to download ChatGPT?

ChatGPT is available via a webpage , so no downloading is needed. However, OpenAI has finally released a free, official iOS app that needs to be downloaded from the iOS app store. For many months, the various app stores were full of fake versions. These are still out there, though, and should be installed and used with caution, as they are not official ChatGPT apps. There is no still no official Android app.

On desktop, there are a couple of ways to install ChatGPT, though. First, you can navigate to the ChatGPT website and save it as a Windows app through Edge. Go to the site, click the ellipsis menu, and hover over Apps.  Select  Install this site as an app  to load ChatGPT from your desktop.

Other tools like MacGPT also allow shortcuts to access the browser service from your desktop.

Can you use ChatGPT on iPhone or Android?

Now that there’s an official iOS app, you no longer have to rely solely on the web app to use ChatGPT on your phone . So, whether with the official app as downloaded through the app store or just the web version, you can certainly use ChatGPT on iPhones. In addition, there’s even a way to replace Siri with ChatGPT on your iPhone, as well as some useful mobile apps like Perplexity AI .

As for Android, you’ll need to rely on the web app. Just as on desktop, type in chat.openai.com to start using ChatGPT.

Can you get ChatGPT to answer any question?

Not exactly. ChatGPT has limitations in the kinds of questions it can answer. First of all, it can’t write about anything that requires internet knowledge after late 2021, which is when its training stopped.

Beyond that, ChatGPT is careful about answering questions that might imply illegal, explicit, or damaging activity. It’ll avoid swearing or political debates, and will (usually) avoid making malware. There is some amount of jailbreaking that can be done to get around these restrictions, but OpenAI is constantly tightening its content policies to restrict unwanted answers. One example of a common jailbreaking technique is the DAN (Do Anything Now) prompt , though OpenAI has worked hard to plug these holes over time.

What is Auto-GPT?

Built on GPT-4, Auto-GPT is the latest evolution of AI technology to cause a stir in the industry. It’s not directly related to ChatGPT or OpenAI — instead, it’s an open-source Python application that got into the hands of developers all over the internet when it was published on GitHub .

With ChatGPT or ChatGPT Plus, the capabilities of the AI are limited to a single chat window. Auto-GPT, at its simplest, is making AI autonomous. It can be given a set of goals, and then take the necessary steps towards accomplishing that goal across the internet, including connecting up with applications and software.

According to the official description on GitHub, Auto-GPT is an “experimental open-source application showcasing the capabilities of the GPT-4 language model. This program, driven by GPT-4, chains together LLM ‘thoughts’, to autonomously achieve whatever goal you set. As one of the first examples of GPT-4 running fully autonomously, Auto-GPT pushes the boundaries of what is possible with AI.”

The demo used on the GitHub page is simple — just create a recipe appropriate for Easter and save it to a file. What’s neat is how Auto-GPT breaks down the steps the AI is taking to accomplish the goal, including the “thoughts” and “reasoning” behind its actions. Auto-GPT is already being used in a variety of different applications, with some touting it as the beginning of AGI (Artificial General Intelligence) due to its autonomous nature.

What is GPT-4 and how does it compare to GPT-3.5?

GPT-4 is a more advanced LLM — the most powerful that OpenAI currently offers. At the current moment, OpenAI only offers access to GPT-4 through ChatGPT Plus. GPT-3.5, on the other hand, is the LLM that powers the free ChatGPT tool. OpenAI no longer says exactly how many parameters these advanced models are trained on, but it’s rumored that GPT-4 boasts up to 1 trillion parameters.

Regardless, the results are a fairly dramatic difference between GPT-3.5 and GPT-4 in terms of quality. It offers much more precise answers, is significantly better at coding and creative collaboration, and can provide (and respond to) much longer selections of text. GPT-4 remains the best possible model available, while GPT-3.5 is more in line with some other models available.

Who owns the copyright to content created by ChatGPT?

This is a question open to debate. Much of the conversation around copyright and AI is ongoing, with some saying generative AI is “stealing” the work of the content it was trained on. This has become increasingly contentious in the world of AI art. Companies like Adobe are finding ways around this by only training models on stock image libraries that already have proper artist credit and legal boundaries.

According to OpenAI, however, you have the right to reprint, sell, and merchandise anything that was created with ChatGPT or ChatGPT Plus. So, you’re not going to get sued by OpenAI.

The larger topic of copyright law regarding generative AI is still to be determined by various lawmakers and interpreters of the law, especially since copyright law as it currently stands technically only protects content created by human beings.

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OpenAI needs to watch out because Apple may finally be jumping on the AI bandwagon, and the news doesn't bode well for ChatGPT. Apple is reportedly working on a large language model (LLM) referred to as ReALM, which stands for Reference Resolution As Language Modeling. Made to give Siri a boost and help it understand context, the model comes in four variants, and Apple claims that even its smallest model performs on a similar level to OpenAI's ChatGPT.

This tantalizing bit of information comes from an Apple research paper, first shared by Windows Central, and it appears to be an early peek into what Apple has been cooking for a while now. ReALM is Apple's own LLM that was reportedly made to enhance Siri's capabilities; these improvements include a greater ability to understand context in a conversation.

The ChatGPT chatbot is an innovative AI tool developed by OpenAI. As it stands, there are two main versions of the software: GPT-4 and GPT-3.5. Toe to toe in more ways than one, there are a couple of key differences between both versions that may be deal-breakers for certain users. But what exactly are these differences? We’re here to help you find out. 

We’ve put together this side-by-side comparison of both ChatGPT versions, so when you’re done reading, you’ll know what version makes the most sense for you and yours. What are GPT 3.5 and GPT-4?

ChatGPT, the AI-powered chatbot that went viral at the start of last year and kicked off a wave of interest in generative AI tools, no longer requires an account to use.

Its creator, OpenAI, launched a webpage on Monday that lets you begin a conversation with the chatbot without having to sign up or log in first.

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How to Write Good TOEFL Integrated Essay- Pro Tips 2024

TOEFL Integrated Essay: In the TOEFL writing section, candidates encounter two distinct tasks: Task 1, known as the TOEFL Integrated Writing Task, and Task 2, referred to as the TOEFL Independent Writing Task. Together, these tasks constitute a 50-minute examination assessing candidates’ reading, writing, and listening abilities in English.

This article primarily focuses on Task 1, providing detailed insights into its structure and a sample question for better understanding.

What is TOEFL Writing Task 1? – TOEFL Integrated Writing Task 

In the Integrated Writing section of the TOEFL, candidates are required to utilize their reading, listening, and writing skills to complete the task. They are given three minutes to prepare for an essay by reading a brief passage and listening to an audio clip on a single topic.

Following the preparation time, candidates have 20 minutes to compose an essay in response to the two sources. These sources can present two scenarios:

• Contradictory: The audio clip contradicts the information presented in the passage.
• Supportive: The audio clip supports the content of the passage.

Regardless of the scenario, candidates must summarize the topic within a range of 150 to 225 words. Moreover, they are expected to establish a clear connection between the information provided in the passage and the content of the audio clip.

Relationship Between Passage and Audio Lecture

• Argumentative Style (Common): The passage presents a viewpoint, while the lecture presents a contrasting perspective.
• Problem-Solution Style (Less Common): The passage introduces an issue, and the lecture offers potential solutions.
• Solution-Problem Style (Less Common): The passage proposes solutions to a problem, and the lecture critiques or raises concerns about these solutions.

The Question

After the lecture finishes, the question will be shown.  It will look something like this:

• Summarize the points made in the lecture, being sure to explain how they oppose specific points made in the reading passage.
• Summarize the points made in the lecture, being sure to explain how they answer the specific problems presented in the reading passage.
• Summarize the points made in the lecture, being sure to explain how they cast doubt on specific solutions presented in the reading passage.

After you see the question, you will get 20 minutes for planning, writing and revising the essay.

Note-Taking Tips

• Prepare your paper before the question begins by labeling sections as “reading” and “listening” and drawing arrows to indicate connections between them. Even though you’ll have access to the article as you write, it’s advisable to take notes during the reading period to ensure attentive comprehension.

TOEFL Integrated Essay

• Employ shorthand such as “grav” for gravity, “cond” for conditions, and “effec” for effects to save time while taking notes. Use “x” as a placeholder for negatives like “not,” “no,” or “can’t.”
• Immediately after the lecture concludes, expand upon your notes while the details are still fresh in your mind. Use a pencil for practice sessions, as this is the writing implement allowed on test day.

TOEFL Writing Integrated Task Exercises

Question 1: summarize the key points outlined in the passage and provide insights based on the lecture..

Sample Reading Passage: Sea Otters, once abundant along the west coast of North America from California to Alaska, have experienced a rapid decline in population in recent years. This decline has had a direct impact on the coastal ecosystem due to the important role Sea Otters play in maintaining balance. Investigators attribute this decline to two main factors: attacks by predators and environmental pollution. Environmental pollution, particularly from oil rigs along the Alaskan coast, has been identified as a significant contributor to the decline. Water samples taken by investigators revealed high chemical content that can affect the immune systems of marine life, leading to mortality. Similar declines in other sea mammals, such as seals, further support the hypothesis of water pollution as a primary cause. The uneven decline of Sea Otters along the coast is also attributed to pollution concentration influenced by ocean currents and natural factors.

Insights: The lecture provides additional insight into the decline of Sea Otter populations along the Alaskan coast. It emphasizes the role of environmental pollution, particularly from oil rigs, as a major contributing factor. The lecture highlights how pollution affects marine life’s immune systems, leading to increased mortality rates. Furthermore, it suggests that pollution concentration, influenced by ocean currents and natural factors, unevenly affects Sea Otter populations along the coast.

Question 2: Summarize the lecturer’s viewpoint and its relation to the provided reading passage.

Sample Reading Passage: The International Astronomical Union Conference announced the reclassification of Pluto as a dwarf planet on August 24, 2006. Initially discovered in 1930, Pluto was thought to be similar in size to Earth but was later found to be smaller than Earth’s moon and other moons. The discovery of numerous planetary objects similar to Pluto, such as Eris, led to its reclassification. While the news may disappoint Pluto enthusiasts, it reflects the progress of science. Despite the emotional attachment to Pluto as a planet, its reclassification has been widely accepted, especially among current students who recognize only eight planets in the solar system.

Insights: The lecture reinforces the reclassification of Pluto as a dwarf planet and its acceptance as a scientific advancement. It acknowledges the emotional attachment to Pluto as a planet but emphasizes the importance of scientific progress in understanding celestial bodies. Additionally, it highlights how current students recognize only eight planets in the solar system, reflecting the widespread acceptance of Pluto’s reclassification.

TOEFL Integrated Writing Template to Follow for Better Score

To effectively tackle the integrated writing task in the TOEFL exam, candidates should adhere to the recommended template outlined below:

• Introduction Paragraph: Commence the essay by stating that both the lecture and the reading passage address the topic of (topic). Highlight that while the reading passage supports the notion that (thought), the lecturer expresses a different viewpoint by stating (sayings). Emphasize that there are points of agreement/disagreement between the lecturer and the author, which will be elaborated upon in the subsequent essay.
• Body Paragraphs: In the first body paragraph, discuss the assertion made in the reading passage (statement 1) regarding (discussion). Provide context to the point and mention how it is either challenged or affirmed by the lecturer in the audio clip, who states (statement).
• Move on to the second body paragraph , focusing on the second statement mentioned in the reading passage. Explain the point made by the author and how it relates to the topic. Then, present the lecturer’s response, which either aligns with or contradicts the statement. Provide the lecturer’s perspective by including (audio content) and elaborating on their stance with (discussion).
• Transition to the third body paragraph , addressing the third statement proposed by the author. Clarify the suggestion made and its significance in the context of the topic. Subsequently, incorporate the lecturer’s stance, indicating whether they agree or disagree with the statement. Support the lecturer’s viewpoint with (statement) and provide further explanation with (explanation).
• Conclusion (Optional): Optionally, conclude with a brief summary of the main points discussed in the essay, reinforcing the key arguments presented and the relationship between the reading passage and the lecturer’s perspective.

Tips for TOEFL Writing Tasks

Here are essential strategies for TOEFL writing success:

• Allocate your time wisely, ensuring each paragraph fits within the 20-minute timeframe. Reserve the final 5 minutes for proofreading and correcting any grammatical mistakes.
• Develop a habit of concise writing from the outset of your preparation.
• While listening to the audio, actively jot down key points to ensure your essay encompasses all crucial details.
• Incorporate transitional phrases to enhance the coherence and cohesion of your writing.
• Utilize abbreviated notes during the listening phase to save time and aid in recall during the writing process.

TOEFL Integrated Essay is a chance for test-takers to show how well they understand and explain information from different sources. It’s not just about understanding—it’s about organizing thoughts clearly, giving reasons for ideas, and writing well.

To do well, it is important to practice and learn how to approach this task. With practice and focus, test-takers can do well on the TOEFL writing section.

Related Links

• TOEFL Full Form
• TOEFL Exam 2024
• R ole of TOEFL Score for US Universities 2024
• TOEFL Exam Dates 2024

TOEFL Integrated Essay- FAQs

What is the toefl integrated essay.

The TOEFL Integrated Essay is the first writing task on the TOEFL test. It requires test-takers to read a passage and listen to a lecture on the same topic. Then, they must write an essay that summarizes the key points and explains how they relate to each other.

How much time do I have for the TOEFL Integrated Essay?

Test-takers have a total of 20 minutes to complete the TOEFL Integrated Essay. This includes three minutes for reading the passage, listening to the lecture, and taking notes, and 17 minutes for writing the essay.

What is the structure of the TOEFL Integrated Essay?

The essay consists of an introduction, three body paragraphs, and a conclusion. In the introduction, test-takers introduce the topic and briefly mention the main points. Each body paragraph discusses one main point from the passage and the corresponding point from the lecture. Finally, the conclusion summarizes the main points and restates the overall relationship between the passage and the lecture.

How should I prepare for the TOEFL Integrated Essay?

To prepare for the TOEFL Integrated Essay, practice reading academic passages and listening to lectures on various topics. Work on taking effective notes during the reading and listening phases, and practice writing essays that summarize the main points and explain their relationship.

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