this essay will explore synonym

10 Better Ways To Write “In This Essay, I Will…”

“In this essay, I will” is a common way for people to talk about what they will write in their essays. However, it’s often overused, which is why it might be wise to look into a few available alternatives. This article will share the best ones with you.

What Can I Write Instead Of “In This Essay, I Will…”?

There are plenty of other ways to write this phrase. We’ll take you through the following to show you how they’re effective:

• You will learn about
• You will find out about
• I find… really interesting…
• This essay demonstrates
• This essay will discuss
• In this essay, you will learn
• I will show both sides of the argument
• This essay will analyze
• I strongly agree/disagree, and this essay will explore why
• This paper will explore

The preferred versions do not reference the “essay” at all. Instead, the best options are “you will learn about” and “you will find out about.” These work well because they save time and words in the essay, and they don’t seem like wasted space for the reader.

You Will Learn About

“You will learn about” works well because it shows the reader straight away what they will learn. We do not have to use the phrase “In this essay” or anything similar because they’re already aware that they are reading an essay.

The biggest problem with writing “in this essay” is that it’s a waste of time and words. Anyone reading your essay is typically evaluating it, so they do not need to be reminded what they are reading.

Instead, you should try to impress them with the contents of your essay and the points you want to highlight. The quicker you can explain the basic points you will touch on, the more engaged your examiner will be throughout the written piece.

Here are a few examples that will help you make the most of it:

• You will learn about my beliefs here, and I will make sure to elaborate on why I think it’s important to change the current rule system.
• You will learn about how it helps to practice these things before you undertake them.
• You will learn about what makes elephants such captivating creatures, and I’ll be sure to convince you by the end.

You Will Find Out About

“You will find out about” works in much the same way. We still do not mention the “essay.” It helps us show what we will be demonstrating. It only needs to be a sentence or two, but it’s a great way to explore our main idea without any other unnecessary bits.

Check out some of these examples to see how it works:

• You will find out about what makes them tick and how you can decide whether they’re right for you and your lifestyle.
• You will find out about many things from this piece, and I’ll make sure that your mind will be blown by the end of it.
• You will find out about the inhabitants of this fine city, as I will demonstrate going forward.

I Find… Really Interesting…

“I find… really interesting…” is a two-part phrase. We typically include the subject of the essay after “find” and then go on to explain why we find that subject “really interesting.” It’s a great way to avoid using “essay” in the introduction for no reason.

We can use this phrase with great success in many cases. It helps us to evaluate the overall tone and message behind our essay before we’ve even begun. Many readers and examiners look forward to reading essays set up in this way.

You can see how it works in the following examples:

• I find the people’s beliefs really interesting because they do not back down from them even when challenged.
• I find the current state of things really interesting because they’re nowhere near as glamorous as they would have been five decades ago.
• I find the things we talk about really interesting, and I will explain to you what it takes to become the best teacher you can be.

This Essay Demonstrates

“This essay demonstrates” is a good phrase to start an essay if you want to include the phrase. There is nothing fundamentally wrong with starting essays with a phrase like this; it mostly depends on personal choice and writing style.

Some examiners do not like reading things starting with “in this essay” or “this essay does this.” In those cases, you might be better suited to try to remove it. It’s also good practice to get you used to start your essays in more exciting ways.

However, if you like the style of including “this essay” and similar phrases, there are no reasons why you shouldn’t be able to do that!

• This essay demonstrates my vital opinion on the matter and what we can do about it.
• This essay demonstrates everything you need to know about how to fix the issue.
• This essay demonstrates why it is crucial that we start making strides to fix the current global situation.

This Essay Will Discuss

“This essay will discuss” is another way to share the overall point of your essay. The sooner we can convey the overall meaning, the more interested the reader will be. It helps them to know what they are reading about before they begin.

Here are a few examples to show you how it works:

• This essay will discuss all of the most important things you need to consider.
• This essay will discuss what it takes to make it in today’s climate.
• This essay will discuss the importance of making sure you care for your family no matter what.

In This Essay, You Will Learn

“In this essay, you will learn” helps to show a bit more confidence in your writing skills. If you say “you will learn,” it sounds like an order, which is a great way to show that you are confident enough to explain things correctly. It’s the mark of a strong and capable writer.

Check out some examples of how it might work:

• In this essay, you will learn a lot about what needs to be done to correct the path you’re going down.
• In this essay, you will learn all the psychological benefits of doing physical exercise daily.
• In this essay, you will learn how to manage your stress much better.

I Will Show Both Sides Of The Argument

“I will show both sides of the argument” helps you to evaluate the question of the essay. This works because it does not outright state you are writing an “essay” (saving time). It also shows that you want to cover both sides to remain unbiased as best you can.

Here are some examples of how it works:

• I will show both sides of the argument before the end of this paper.
• I will make sure to show both sides of the argument and try to convince you to agree with my view.
• I will show both sides of the argument and come to an ultimate decision by the end.

This Essay Will Analyze

“This essay will analyze” is another great way to start an essay with the words “essay” and “will.” It helps to sound confident when using phrases like this, and it goes over the things that the essay is likely to cover.

Some examples will help you to understand it better:

• This essay will analyze the effects on children of being surrounded by troublesome youths.
• This essay will analyze the findings from my previous experiment.
• This essay will analyze common social interactions and why they exist.

I Strongly Agree/Disagree, And This Essay Will Explore Why

This phrase works well to either agree or disagree with the question. Most essays ask a question that you are supposed to ponder. Starting an essay with your direct opinion is a good way to engage the reader early on.

The sooner you can keep the reader engaged, the better off you’ll be. It’ll make your writing sound much more professional and should score you higher marks in the long run.

Check out these examples for more help:

• I strongly agree with this question, and this essay will explore my reasons why.
• I strongly disagree with the quote above, and this essay will explore why.
• I strongly agree with this, and this essay will explore why I think that this is the best move for everyone.

This Paper Will Explore

“This paper will explore” is the last alternative we want to cover. It’s possible to replace “essay” in all cases with “paper,” and many readers prefer to see this because it does not sound as wasteful or as obvious.

The idea behind both “this essay” and “this paper” is the same. However, it’s up to you which one you think looks best on the page.

Here are some examples:

• This paper will explore the benefits of outreach for smaller companies .
• This paper will explore how to keep member retention much higher than in previous calendar years.
• This paper will explore the effects of mental illnesses.

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9 Synonyms for “In This Essay, I Will”

It’s all too easy to fall into a repetitive trap in essay writing. So, you need to actively avoid being too repetitive and boring.

This article will explore another way to say “in this essay, I will.” There are plenty of great alternatives available that will spice up your essays.

Is It Bad to Say “In This Essay, I Will”?

It is bad to say “in this essay, I will.” Generally, it’s a repetitive and bland phrase that adds nothing of value to your essay. The reader knows they’re reading your essay, so you shouldn’t be redundant and say “in this essay, I will.”

It is too personal of a phrase to include in most essays. Also, it’s informal , making it problematic when you’re writing in a more formal environment.

• It’s clear.
• It’s a basic phrase that might help you write your first essay.
• It’s redundant.
• It makes your essay sound boring and repetitive.

Clearly, “in this essay, I will” is not a good phrase to use. If you want to keep your essays readable and interesting, you should have a few synonyms ready to go.

Keep reading to learn alternatives to “in this essay, I will.” We’ve also provided essay example sentences for each.

What to Say Instead of “In This Essay, I Will”

• You will learn about
• I find… really interesting…
• This essay demonstrates
• We will discuss
• The key factors are
• Both sides of the argument will be explored
• I will analyze
• I will explore
• My personal reflections

1. You Will Learn About

One of the best alternatives to “in this essay, I will” is “you will learn about.” Using “you” instead of “I” makes it clear to the reader what to expect from your essay.

Generally, this phrase implies that you are writing your essay for the reader. It puts them in control and shows them that they should listen to what you have to say.

It’s also a very confident phrase. Saying “you will learn” is very confident and implies that you are certain you will teach the reader something new .

You may also benefit from the following examples:

You will learn about different systems in place to keep the workforce moving. Also, I will explore alternative options that might appear in the future.

You will learn about all of the relevant arguments. Hopefully, you can come to your own conclusion alongside mine.

2. I Find… Really Interesting…

Start an essay with “I find” to discuss the topic . It allows you to explain what you’re going to discuss later in the essay. From there, you can say how interesting you find it.

So, the full phrase might look like this:

• I find this topic really interesting .

It’s a simple sentence, but it’s a great way to set up an essay. It’ll entice the reader immediately. From there, you can start talking more about the topic and what makes it so interesting to you.

Here are a couple of examples to help you understand it:

I find these matters really interesting , so I would like to discuss them in more detail. It’s vital you understand more.

I find the experiment really interesting . Therefore, I will be exploring the different ways to go about completing it.

3. This Essay Demonstrates

Another great confident alternative to “in this essay, I will” is “this essay demonstrates.” Using “demonstrates” shows that you know your essay is good and will explain something important to the reader.

However, you should always be careful using a phrase like this too often. Any phrase that includes “this essay” in it might be a bit redundant and overused. It could bore the reader if you’re not careful. Use it once only. Any more than that might cause issues.

You can also refer to the following examples:

This essay demonstrates the difference between the two standpoints. After that, you can create a fair conclusion.

This essay demonstrates the different means behind both arguments. Therefore, you will learn which one you relate to more.

4. We Will Discuss

There’s no reason why you can’t use “we” to group yourself and the reader together . It shows that you value the reader’s insights just as much as your own while writing an essay. That’s why “we will discuss” works so well here.

It tells the reader what to expect . Also, it’s a great way to open a discussion quickly inside an essay. Then, the reader will be much clearer on where you’re going and whether they’re interested in your essay.

Here are some examples to help you understand more about it:

We will discuss the alternatives to see whether there are better options. The conclusion will determine which is the best.

We will discuss both theories in great detail. It’s the only way to settle the debate and decide which is better.

5. The Key Factors Are

It’s also worth including fancy words in your essays to keep things interesting. Something like “the key factors are” is a great way to do this.

It shows that you’ve explored your options before writing about a topic. This should show the reader that you know what you’re talking about .

Also, “the key factors are” is a great way to get to the point quickly . You can explain what your essay is about immediately before diving deeper into the key factors.

Check out the following examples if you’re still unsure:

The key factors are laid out in front of you. I will be discussing the best situations to keep things uniform between attempts.

The key factors are related to the way they conduct the projects. Therefore, I will focus on the conduct rather than the outcome.

6. Both Sides of the Argument Will Be Explored

Exploring both sides of an argument is integral to a well-written essay . So, why don’t you say “both sides of the argument will be explored” at the start of your essay? After all, it shows that you want to have an unbiased discussion .

Generally, this phrase is great at the start of an essay. It entices the reader to learn more about your discussion without expecting you to favor one side over the other.

Obviously, they can wait to hear your final verdict when they read your conclusion. However, letting the reader know you will explore both sides openly is a great way to get them to keep reading.

Also, these examples should help you to figure things out:

Both sides of the argument will be explored before any conclusions are made.

Both sides of the argument will be explored in this essay. Then, the conclusion will focus on the most reasonable argument.

7. I Will Analyze

We recommend writing “I will analyze” in your essays instead of “in this essay, I will.” It’s a great way to demonstrate what you’re trying to achieve .

You can analyze anything that you think needs to be dived into. This allows the reader to understand your motives and follow along with what you say in the rest of the essay.

You should also check out the following examples:

I will analyze the reasons behind the debate. Also, I will discuss both views to keep things fair.

I will analyze and argue both points. That way, it will be clear where we stand and what should happen next.

8. I Will Explore

Another great simplistic alternative to “in this essay, I will.” You can say “I will explore,” which removes the need to say “in this essay” at all. Instead, it lets the reader know what to expect from your essay.

It’s a great way to keep the reader engaged. It’s also clear and concise . So, they should be no confusion about the contents of your essay and what you plan to write about.

Here are some examples to help you:

I will explore different alternatives to creating sustainable living environments. There are many options available.

I will explore appropriate ways to keep things fair during all experiments. Variables are vital and must be uniform.

9. My Personal Reflections

Personal opinions can often make your opinions biased. Unfortunately, this can create issues when you’re supposed to remain unbiased in certain essays.

However, if you highlight this with “my personal reflections” at the start of an essay, you can try to explain your opinions .

It’s a great alternative to “in this essay, I will.” Of course, how you can use it is a bit more specific . Nevertheless, we recommend it to start a sentence when you want to explore an idea without directly saying “in this essay” at any point.

Perhaps these examples will clear some things up:

My personal reflections will be explored in this essay. I hope to explain more about why I chose these options.

My personal reflections might create some bias during this paper. However, I will try to keep my opinions level.

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15 Other Words for “This Shows” in an Essay

Are you worried about including “this shows” again and again in an essay?

After all, the last thing you want to do is sound repetitive and boring.

Fret not! You have found yourself in the right place.

This article will explore other ways to say “this shows” in an essay.

Other Ways to Say “This Shows”

• This demonstrates
• This indicates
• This implies
• This portrays
• This illustrates
• This establishes
• This proves
• This points to
• This highlights

KEY TAKEAWAYS

• “This shows” is a common phrase used in essays to demonstrate how one thing leads to another.
• “This demonstrates” is a great formal synonym that’ll help to spice up your academic writing.
• Try “suggesting” as an alternative that shows how one thing could have created another.

Keep reading to learn different ways to say “this shows.” We’ve covered the two best phrases to help you understand more about how you can improve your essays.

Alternatively, you can read the final section to learn whether it’s correct to write “this shows.” It’s appropriate to check this out before continuing to include it in your essay!

This Demonstrates

If you’re looking for words to use instead of “this shows” in an essay, try “this demonstrates.” It’s a great formal synonym that’ll help to spice things up.

It also comes with two options. You can use it at the start of a sentence as written:

 This is option one. This demonstrates how to continue a thought from the previous sentence.

Or, you can include it as part of the same sentence. To do this, you should switch “this demonstrates” to “demonstrating.” For example:

This is option two, demonstrating that it’s part of the same sentence.

Either way, both are correct. The same applies to “this shows,” where you can use “showing” to include it in the same sentence.

It’s a great way to help the reader follow your process . This should make your essay much easier to read, even if the reader isn’t all that familiar with the topic.

You can also refer to these essay samples:

As you can see, we have also gathered all the necessary data. This demonstrates that we were correct about our original hypothesis.

They have created different rules for what we know. This demonstrates that they’re worried someone might try to interfere with them.

Also, you can write “suggesting” instead of “this shows.” It’s another great professional synonym that’ll help you to keep your writing interesting.

As we’ve already stated, you can use “suggesting” as part of the same sentence:

This is how it works, suggesting you can keep it to one sentence.

Or, you can switch it to “this suggests” to start a new sentence. For instance:

This is how it works. This suggests that you can create two sentences.

Both are correct. They also allow you to switch between them, giving you two options to help mix up your writing and keep the reader engaged .

Here are some essay examples if you still need help:

We have many new ideas ready to go, suggesting that we’re on the road to success. We just need more time.

This is the only way to complete the task, suggesting that things aren’t going to be as easy as we first thought.

Is It Correct to Say “This Shows”?

It is correct to say “this shows.” It’s a great word to use in an essay, and we highly recommend it when you’d like to show how one thing leads to another.

It’s a formal option, which is why it works so well in academic writing.

Also, it allows the reader to follow your thought process, which helps keep things streamlined and clear.

For instance:

Here is an example of how we can achieve this. This shows that we have considered every option so far.

“This shows” always starts a new sentence . You can use it whenever you’d like to connect back to the former sentence directly.

Also, makes sure you use “shows” as the verb form. It comes after “this,” so the only correct form is “shows.” To remind you, you can refer to these examples:

• Correct: This shows that things are supposed to work this way.
• Incorrect: This show that we know what we’re doing.

It’s worth using some extensions if you’re still looking to mix things up as well. Try any of the following:

• This evidence shows
• This picture shows
• This data shows
• This graph shows
• This study shows

Including something between “this” and “shows” allows you to be more specific . It helps direct the reader’s attention to something from the previous sentence.

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verb as in investigate; survey

Strongest matches

Strong matches

• reconnoitre

Weak matches

• have a look
• inquire into
• leave no stone unturned
• turn inside out

Discover More

Related words.

Words related to explore are not direct synonyms, but are associated with the word explore . Browse related words to learn more about word associations.

verb as in put in a specific context

• investigate

verb as in dig into task, action

• really get into

verb as in travel, visit

• pass through

verb as in find, uncover

• bring to light
• come across
• distinguish
• get wind of
• get wise to

Viewing 5 / 64 related words

Example Sentences

A 64-year-old animal trainer, he makes the six-hour round-trip every two weeks to submit to her and explore his sexuality.

In October, news broke that Regal hired Morgan Stanley to explore a possible sale.

Another side of Spider-Man that might be interesting to explore in a reboot is seeing him as an adult.

It has been incredible to explore so many artistic avenues when it comes to having a dialogue about a very serious disease.

But what I want to explore next, there are a couple of New Zealand films I want to do.

The world must certainly be round, he thought, and he was no longer satisfied to explore the waters near his own home.

No sooner was the spectroscope invented than astronomers hastened by its aid to explore the chemical constitution of the sun.

It made us feel that one ought to have two or three years to explore Britain instead of a single summer's vacation.

After a short conference the officer in command decided to divide the party and explore both paths.

Having eaten all his small stomach would hold, Lovin Child wanted to get down and explore.

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On this page you'll find 96 synonyms, antonyms, and words related to explore, such as: analyze, delve into, examine, probe, research, and scrutinize.

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Explore Synonym: Effective Guide — Definition & Examples

Table of Contents

A synonym is a word with the exact or similar meaning as another word. The English word ‘explore’ has many synonyms. Some popular ones are analyze, examine and probe. You can use an explore synonym that suits your context to communicate your thoughts uniquely.

This article analyzes the word ‘ explore,’ its definitions, synonyms, and antonyms with sentence examples to help you understand its usage.

The Definition of Explore

The word ‘explore’ is an English word derived from the Middle French word  explorer , from Latin  explōrāre  (“to investigate, search out”), from  ex  (“out”) +  plōrāre  (“to cry”).

Explore is a verb that means ‘to travel through or into.’ When you investigate something or delve into it, you explore it. You can explore an idea, a location, a country, or an interest to understand it better.

The dictionary defines the word explore as “seeking for something or after someone.” It also means “to examine or investigate something systematically.” The term ‘explore’ means to travel somewhere searching for discovery or to seek first-hand experience. The term is common in medicine and refers to “examining diagnostically.”

Sentence Examples

• The government needs to explore ways of improving security in the country.
• Can we explore the possibilities of improving our next project?
• Martha and I explored every possible option, but we couldn’t come up with a better result.
• Colonists came to explore a new world in America.
• If you want to explore the countryside, you should do so on foot.
• Dubai is a beautiful city to explore.
• I’m thinking of exploring the possibility of a part-time job while I also study.

Explore Synonym — Exploring words with Similar Meanings

‘Analyze’ is a common explore synonym. Others similar terms include examine, probe, research, investigate, delve into, scrutinize, search, seek, and inquire. Let’s explore some of these terms, their etymology, and definitions.

Analyze is from the French word ‘analyser’ “to dissect, take to pieces.” The word analyze means “examining critically, to get the essence of something.”

• Deborah tried to analyze the cause of her failure in the recent exams.
• Please analyze this problem in detail and submit a report.

The term ‘examine’ comes from Middle English  examinen, examenen , Old French  examiner, and Latin  exāmināre. Examine is to inspect or observe critically or carefully or critically.

• David stood outside, examining the cloud.
• The doctor examined Jerry’s injury and prescribed some medications.

Probe is an English word borrowed from Latin  probare  (“to test, examine, prove”) and probus  (“good”). To probe is to investigate or question.

• The police probe into the frequent thefts led to several arrests.
• The lawyer probed deeply into my personal affairs which made me uncomfortable.

4. Research

The word  research  is derived from the Middle French “ recherche ,” which means “to go about seeking.” To research means to investigate extensively or examine with continued care; to seek diligently.

• Mary researched the effect of drug abuse on youths.
• We’re still researching a cure for cancer.

5. Investigate

‘Investigate ’ came from Latin  investīgātiō  (“a searching into”), from investīgātus , the past participle of ‘ investigare ,’ equivalent to in- + vestigate . To investigate means to inquire into or study to ascertain facts or information. It also means to examine or scrutinize to discover something hidden.

• Nathan’s job is to investigate happenings in communities.
• A committee was established to investigate the bridge of the company’s security.

Antonyms for Explore — Exploring Words with Opposite Meanings

Neglect is an English verb borrowed from Latin  neglēctus , the perfect passive participle of  neglegō  (“make light of, disregard, not to pick up”). Neglect means “failing to care for or attend to something.”

• Henry neglected the task his mother gave him.
• Mr. Dave took to drugs and neglected his duty as the head of the family.

Ignore is an English word that originates from French  ignorer , Latin ignōrō  (“to not know, take no notice of”), ignārus  (“not knowing”), from  in  +  gnārus  (“knowing”). Ignore means “to fail to pay attention to something; to deliberately not listen.” 

• Jerry ignored his brother, who was talking to him.
• I’ll advise you to ignore Caren; she’s only trying to get to you.

3. Overlook

Overlook is from Middle English  overloken ; equivalent to  over- +‎ look. The term means to fail to notice; look over or beyond something without seeing it.

• Patrick is in love, which is why he overlooks Michelle’s wrongs.
• The principal decided to overlook our mistake this time; we might not get lucky again.

Knowing a variety of synonyms for a word is essential to create some form of diversity in your writing. Use this synonym guide to learn the synonyms and antonyms for the word ‘explore.’ A thesaurus can be helpful to you if you need to know other synonyms for explore.

Pam is an expert grammarian with years of experience teaching English, writing and ESL Grammar courses at the university level. She is enamored with all things language and fascinated with how we use words to shape our world.

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small things or jobs of different types

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Guest Essay

A.I.-Generated Garbage Is Polluting Our Culture

By Erik Hoel

Mr. Hoel is a neuroscientist and novelist and the author of The Intrinsic Perspective newsletter.

Increasingly, mounds of synthetic A.I.-generated outputs drift across our feeds and our searches. The stakes go far beyond what’s on our screens. The entire culture is becoming affected by A.I.’s runoff, an insidious creep into our most important institutions.

Consider science. Right after the blockbuster release of GPT-4, the latest artificial intelligence model from OpenAI and one of the most advanced in existence, the language of scientific research began to mutate. Especially within the field of A.I. itself.

Adjectives associated with A.I.-generated text have increased in peer reviews of scientific papers about A.I.

Frequency of adjectives per one million words

Commendable

A study published this month examined scientists’ peer reviews — researchers’ official pronouncements on others’ work that form the bedrock of scientific progress — across a number of high-profile and prestigious scientific conferences studying A.I. At one such conference, those peer reviews used the word “meticulous” more than 34 times as often as reviews did the previous year. Use of “commendable” was around 10 times as frequent, and “intricate,” 11 times. Other major conferences showed similar patterns.

Such phrasings are, of course, some of the favorite buzzwords of modern large language models like ChatGPT. In other words, significant numbers of researchers at A.I. conferences were caught handing their peer review of others’ work over to A.I. — or, at minimum, writing them with lots of A.I. assistance. And the closer to the deadline the submitted reviews were received, the more A.I. usage was found in them.

If this makes you uncomfortable — especially given A.I.’s current unreliability — or if you think that maybe it shouldn’t be A.I.s reviewing science but the scientists themselves, those feelings highlight the paradox at the core of this technology: It’s unclear what the ethical line is between scam and regular usage. Some A.I.-generated scams are easy to identify, like the medical journal paper featuring a cartoon rat sporting enormous genitalia. Many others are more insidious, like the mislabeled and hallucinated regulatory pathway described in that same paper — a paper that was peer reviewed as well (perhaps, one might speculate, by another A.I.?).

What about when A.I. is used in one of its intended ways — to assist with writing? Recently, there was an uproar when it became obvious that simple searches of scientific databases returned phrases like “As an A.I. language model” in places where authors relying on A.I. had forgotten to cover their tracks. If the same authors had simply deleted those accidental watermarks, would their use of A.I. to write their papers have been fine?

What’s going on in science is a microcosm of a much bigger problem. Post on social media? Any viral post on X now almost certainly includes A.I.-generated replies, from summaries of the original post to reactions written in ChatGPT’s bland Wikipedia-voice, all to farm for follows. Instagram is filling up with A.I.-generated models, Spotify with A.I.-generated songs. Publish a book? Soon after, on Amazon there will often appear A.I.-generated “workbooks” for sale that supposedly accompany your book (which are incorrect in their content; I know because this happened to me). Top Google search results are now often A.I.-generated images or articles. Major media outlets like Sports Illustrated have been creating A.I.-generated articles attributed to equally fake author profiles. Marketers who sell search engine optimization methods openly brag about using A.I. to create thousands of spammed articles to steal traffic from competitors.

Then there is the growing use of generative A.I. to scale the creation of cheap synthetic videos for children on YouTube. Some example outputs are Lovecraftian horrors, like music videos about parrots in which the birds have eyes within eyes, beaks within beaks, morphing unfathomably while singing in an artificial voice, “The parrot in the tree says hello, hello!” The narratives make no sense, characters appear and disappear randomly, and basic facts like the names of shapes are wrong. After I identified a number of such suspicious channels on my newsletter, The Intrinsic Perspective, Wired found evidence of generative A.I. use in the production pipelines of some accounts with hundreds of thousands or even millions of subscribers.

As a neuroscientist, this worries me. Isn’t it possible that human culture contains within it cognitive micronutrients — things like cohesive sentences, narrations and character continuity — that developing brains need? Einstein supposedly said : “If you want your children to be intelligent, read them fairy tales. If you want them to be very intelligent, read them more fairy tales.” But what happens when a toddler is consuming mostly A.I.-generated dream-slop? We find ourselves in the midst of a vast developmental experiment.

There’s so much synthetic garbage on the internet now that A.I. companies and researchers are themselves worried, not about the health of the culture, but about what’s going to happen with their models. As A.I. capabilities ramped up in 2022, I wrote on the risk of culture’s becoming so inundated with A.I. creations that when future A.I.s are trained, the previous A.I. output will leak into the training set, leading to a future of copies of copies of copies, as content became ever more stereotyped and predictable. In 2023 researchers introduced a technical term for how this risk affected A.I. training: model collapse . In a way, we and these companies are in the same boat, paddling through the same sludge streaming into our cultural ocean.

With that unpleasant analogy in mind, it’s worth looking to what is arguably the clearest historical analogy for our current situation: the environmental movement and climate change. For just as companies and individuals were driven to pollute by the inexorable economics of it, so, too, is A.I.’s cultural pollution driven by a rational decision to fill the internet’s voracious appetite for content as cheaply as possible. While environmental problems are nowhere near solved, there has been undeniable progress that has kept our cities mostly free of smog and our lakes mostly free of sewage. How?

Before any specific policy solution was the acknowledgment that environmental pollution was a problem in need of outside legislation. Influential to this view was a perspective developed in 1968 by Garrett Hardin, a biologist and ecologist. Dr. Hardin emphasized that the problem of pollution was driven by people acting in their own interest, and that therefore “we are locked into a system of ‘fouling our own nest,’ so long as we behave only as independent, rational, free-enterprisers.” He summed up the problem as a “tragedy of the commons.” This framing was instrumental for the environmental movement, which would come to rely on government regulation to do what companies alone could or would not.

Once again we find ourselves enacting a tragedy of the commons: short-term economic self-interest encourages using cheap A.I. content to maximize clicks and views, which in turn pollutes our culture and even weakens our grasp on reality. And so far, major A.I. companies are refusing to pursue advanced ways to identify A.I.’s handiwork — which they could do by adding subtle statistical patterns hidden in word use or in the pixels of images.

A common justification for inaction is that human editors can always fiddle around with whatever patterns are used if they know enough. Yet many of the issues we’re experiencing are not caused by motivated and technically skilled malicious actors; they’re caused mostly by regular users’ not adhering to a line of ethical use so fine as to be nigh nonexistent. Most would be uninterested in advanced countermeasures to statistical patterns enforced into outputs that should, ideally, mark them as A.I.-generated.

That’s why the independent researchers were able to detect A.I. outputs in the peer review system with surprisingly high accuracy: They actually tried. Similarly, right now teachers across the nation have created home-brewed output-side detection methods , like adding hidden requests for patterns of word use to essay prompts that appear only when copied and pasted.

In particular, A.I. companies appear opposed to any patterns baked into their output that can improve A.I.-detection efforts to reasonable levels, perhaps because they fear that enforcing such patterns might interfere with the model’s performance by constraining its outputs too much — although there is no current evidence this is a risk. Despite public pledges to develop more advanced watermarking, it’s increasingly clear that the companies are dragging their feet because it goes against the A.I. industry’s bottom line to have detectable products.

To deal with this corporate refusal to act we need the equivalent of a Clean Air Act: a Clean Internet Act. Perhaps the simplest solution would be to legislatively force advanced watermarking intrinsic to generated outputs, like patterns not easily removable. Just as the 20th century required extensive interventions to protect the shared environment, the 21st century is going to require extensive interventions to protect a different, but equally critical, common resource, one we haven’t noticed up until now since it was never under threat: our shared human culture.

Erik Hoel is a neuroscientist, a novelist and the author of The Intrinsic Perspective newsletter.

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