{"id":17105,"date":"2022-12-12T10:29:35","date_gmt":"2022-12-12T10:29:35","guid":{"rendered":"https:\/\/www.searchenginejournal.com\/chatgpt-for-content-and-seo\/473823\/"},"modified":"2022-12-12T10:29:35","modified_gmt":"2022-12-12T10:29:35","slug":"chatgpt-for-content-and-seo-via-sejournal-martinibuster","status":"publish","type":"post","link":"https:\/\/marketingnewsbox.com\/?p=17105","title":{"rendered":"ChatGPT For Content and SEO? via @sejournal, @martinibuster"},"content":{"rendered":"
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ChatGPT is an artificial intelligence chatbot that can take directions and accomplish tasks like writing essays. There are numerous issues to understand before making a decision on how to use it for content and SEO.<\/p>\n

The quality of ChatGPT content is astounding, so the idea of using it for SEO purposes should be addressed.<\/p>\n

Let\u2019s explore.<\/p>\n

Why ChatGPT Can Do What It Does<\/h2>\n

In a nutshell, ChatGPT is a type of machine learning called a Large Learning Model.<\/p>\n

A large learning model is an artificial intelligence that is trained on vast amounts of data that can predict what the next word in a sentence is.<\/p>\n

The more data it is trained on the more kinds of tasks it is able to accomplish (like writing articles).<\/p>\n

Sometimes large language models develop unexpected abilities.<\/p>\n

Stanford University writes about how an increase in training data enabled GPT-3 to translate text from English to French, even though it wasn\u2019t specifically trained to do that task.<\/p>\n

Large language models like GPT-3 (and GPT-3.5 which underlies ChatGPT) are not trained to do specific tasks.<\/p>\n

They are trained with a wide range of knowledge which they can then apply to other domains.<\/p>\n

This is similar to how a human learns. For example if a human learns carpentry fundamentals they can apply that knowledge to do build a table even though that person was never specifically taught how to do it.<\/p>\n

GPT-3 works similar to a human brain in that it contains general knowledge that can be applied to multiple tasks.<\/p>\n

The Stanford University article<\/a> on GPT-3 explains:<\/strong><\/p>\n

\n

\u201cUnlike chess engines, which solve a specific problem, humans are \u201cgenerally\u201d intelligent and can learn to do anything from writing poetry to playing soccer to filing tax returns.<\/p>\n

In contrast to most current AI systems, GPT-3 is edging closer to such general intelligence\u2026\u201d<\/p>\n<\/blockquote>\n

ChatGPT incorporates another large language model called, InstructGPT, which was trained to take directions from humans and long-form answers to complex questions.<\/p>\n

This ability to follow instructions makes ChatGPT able to take instructions to create an essay on virtually any topic and do it in any way specified.<\/p>\n

It can write an essay within the constraints like word count and the inclusion of specific topic points.<\/p>\n

Six Things to Know About ChatGPT<\/h2>\n

ChatGPT can write essays on virtually any topic because it is trained on a wide variety of text that is available to the general public.<\/p>\n

There are however limitations to ChatGPT that are important to know before deciding to use it on an SEO project.<\/p>\n

1. Programmed to Avoid Certain Kinds of Content<\/h2>\n

For example, ChatGPT is specifically programmed to not generate text on the topics of graphic violence, explicit sex, and content that is harmful such as instructions on how to build an explosive device.<\/p>\n

2. Unaware of Current Events<\/h2>\n

Another limitation is that it is not aware of any content that is created after 2021.<\/p>\n

So if your content needs to be up to date and fresh then ChatGPT in its current form may not be useful.<\/p>\n

3. Has Built-in Biases<\/h2>\n

An important limitation to be aware of is that is trained to be helpful, truthful, and harmless.<\/p>\n

Those aren\u2019t just ideals, they are intentional biases that are built into the machine.<\/p>\n

It seems like the programming to be harmless makes the output avoid negativity.<\/p>\n

That\u2019s a good thing but it also subtly changes the article from one that might ideally be neutral.<\/p>\n

In a manner of speaking one has to take the wheel and explicitly tell ChatGPT to drive in the desired direction.<\/p>\n

Here\u2019s an example of how the bias changes the output.<\/p>\n

I asked ChatGPT to write a story in the style of Raymond Carver and another one in the style of mystery writer Raymond Chandler.<\/p>\n

Both stories had upbeat endings that were uncharacteristic of both writers.<\/p>\n

In order to get an output that matched my expectations I had to guide ChatGPT with detailed directions to avoid upbeat endings and for the Carver-style ending to avoid a resolution to the story  because that is how Raymond Carver\u2019s stories often played out.<\/p>\n

The point is that ChatGPT has biases and that one needs to be aware of how they  might influence the output.<\/p>\n

4. ChatGPT Requires Highly Detailed Instructions<\/h2>\n

ChatGPT requires detailed instructions in order to output a higher quality content that has a greater chance of being highly original or take a specific point of view.<\/p>\n

The more instructions it is given the more sophisticated the output will be.<\/p>\n

This is both a strength and a limitation to be aware of.<\/p>\n

The less instructions there are in the request for content the more likely that the output will share a similar output with another request.<\/p>\n

As a test, I copied the query and the output that multiple people posted about on Facebook.<\/p>\n

When I asked ChatGPT the exact same query the machine produced a completely original essay that followed a similar structure.<\/p>\n

The articles were different but they shared the same structure and touched on similar subtopics but with 100% different words.<\/p>\n

ChatGPT is designed to choose completely random words when predicting what the next word in an article should be, so it makes sense that it doesn\u2019t plagiarize itself.<\/p>\n

But the fact that similar requests generate similar articles highlights the limitations of simply asking \u201cgive me this. \u201d<\/p>\n

5. Can ChatGPT Content Be Identified?<\/h2>\n

Researchers at Google and other organizations have for many years worked on algorithms for successfully detecting AI generated content.<\/p>\n

There are many research papers on the topic and I\u2019ll mention one from March 2022 that used output from GPT-2 and GPT-3.<\/p>\n

The research paper is titled, Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers<\/em> (PDF).<\/p>\n

The researchers were testing to see what kind of analysis could detect AI generated content that employed algorithms designed to evade detection.<\/p>\n

They tested strategies such as using BERT algorithms to replace words with synonyms, another one that added misspellings, among other strategies.<\/p>\n

What they discovered is that some statistical features of the AI generated text such as Gunning-Fog Index and Flesch Index scores were useful for predicting whether a text was computer generated, even if that text had used an algorithm designed to evade detection.<\/p>\n

6. Invisible Watermarking<\/h2>\n

Of more interest is that OpenAI researchers have developed cryptographic watermarking that will aid in detection of content created through an OpenAI product like ChatGPT.<\/p>\n

A recent article<\/a> called attention to a discussion by an OpenAI researcher which is available on a video titled, Scott Aaronson Talks AI Safety<\/a>.<\/p>\n

The researcher states that ethical AI practices such as watermarking can evolve to be an industry standard in the way that Robots.txt became a standard for ethical crawling.<\/p>\n

He stated:<\/strong><\/p>\n

\n

\u201c\u2026we\u2019ve seen over the past 30 years that the big Internet companies can agree on certain minimal standards, whether because of fear of getting sued, desire to be seen as a responsible player, or whatever else.<\/p>\n

One simple example would be robots.txt: if you want your website not to be indexed by search engines, you can specify that, and the major search engines will respect it.<\/p>\n

In a similar way, you could imagine something like watermarking\u2014if we were able to demonstrate it and show that it works and that it\u2019s cheap and doesn\u2019t hurt the quality of the output and doesn\u2019t need much compute and so on\u2014that it would just become an industry standard, and anyone who wanted to be considered a responsible player would include it.\u201d<\/p>\n<\/blockquote>\n

The watermarking that the researcher developed is based on a cryptography. Anyone that has the key can test a document to see if it has the digital watermark that shows it is generated by an AI.<\/p>\n

The code can be in the form of how punctuation is used or in word choice, for example.<\/p>\n

He explained how watermarking works and why it\u2019s important:<\/strong><\/p>\n

\n

\u201cMy main project so far has been a tool for statistically watermarking the outputs of a text model like GPT.<\/p>\n

Basically, whenever GPT generates some long text, we want there to be an otherwise unnoticeable secret signal in its choices of words, which you can use to prove later that, yes, this came from GPT.<\/p>\n

We want it to be much harder to take a GPT output and pass it off as if it came from a human.<\/p>\n

This could be helpful for preventing academic plagiarism, obviously, but also, for example, mass generation of propaganda\u2014you know, spamming every blog with seemingly on-topic comments supporting Russia\u2019s invasion of Ukraine, without even a building full of trolls in Moscow.<\/p>\n

Or impersonating someone\u2019s writing style in order to incriminate them.<\/p>\n

These are all things one might want to make harder, right?\u201d<\/p>\n<\/blockquote>\n

The researcher shared that watermarking defeats algorithmic efforts to evade detection.<\/p>\n

But he also stated that it is possible to defeat the watermarking:<\/strong><\/p>\n

\n

\u201cNow, this can all be defeated with enough effort.<\/p>\n

For example, if you used another AI to paraphrase GPT\u2019s output\u2014well okay, we\u2019re not going to be able to detect that.\u201d<\/p>\n<\/blockquote>\n

The researcher announced that the goal is to roll out watermarking in a future release of GPT.<\/p>\n

Should You Use AI for SEO Purposes?<\/h2>\n

AI Content is Detectable<\/h3>\n

Many people say that there\u2019s no way for Google to know if content was generated using AI.<\/p>\n

I can\u2019t understand why anyone would hold that opinion because detecting AI is a problem that has already been cracked.<\/p>\n

Even content that deploys anti-detection algorithms can be detected (as noted in the research paper I linked to above).<\/p>\n

Detecting machine generated content has been a subject of research going back many years, including research on how to detect content that was translated from another language.<\/p>\n

Autogenerated Content Violates Google\u2019s Guidelines<\/h3>\n

Google says that AI generated content violates Google\u2019s guidelines<\/a>. So it\u2019s important to keep that in mind.<\/p>\n

ChatGPT May at Some Point Contain a Watermark<\/h3>\n

Lastly, the OpenAI researcher said (a few weeks prior to the release of ChatGPT) that watermarking was \u201chopefully\u201d coming in the next version of GPT.<\/p>\n

So ChatGPT may at some point become upgraded with watermarking, if it isn\u2019t already watermarked.<\/p>\n

The Best Use of AI for SEO<\/h3>\n

The best use of AI tools is for scaling SEO in a way that makes a worker more productive. That usually consists of letting the AI do the tedious work of research and analysis.<\/p>\n

Summarizing webpages to create a meta description could be an acceptable use, as Google specifically says<\/a> that\u2019s not against its guidelines.<\/p>\n

Using ChatGPT to generate an outline or a content brief might be an interesting use.<\/p>\n

But handing off content creation to an AI and publishing it as-is might not be the most effective use of AI for many reasons, including the possibility of it being detected and causing a site to receive a manual action (aka banned).<\/p>\n

Featured image by Shutterstock\/Roman Samborskyi<\/em><\/p>\n

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game<\/a>casino<\/a>n\u1ed5 h\u1ee7<\/a>d\u00e0n \u0111\u1ec1<\/a>B\u1eafn c\u00e1<\/a>casino<\/a>d\u00e0n \u0111\u1ec1<\/a>n\u1ed5 h\u0169<\/a>t\u00e0i x\u1ec9u<\/a>slot game<\/a>casino<\/a>b\u1eafn c\u00e1<\/a>\u0111\u00e1 g\u00e0<\/a>game b\u00e0i<\/a>th\u1ec3 thao<\/a>game b\u00e0i<\/a>soi c\u1ea7u<\/a>kqss<\/a>soi c\u1ea7u<\/a>c\u1edd t\u01b0\u1edbng<\/a>b\u1eafn c\u00e1<\/a>game b\u00e0i<\/a>x\u00f3c 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ChatGPT is an artificial intelligence chatbot that can take directions and accomplish tasks like writing essays. There are numerous issues to understand before making a decision on how to use it for content and SEO. The quality of ChatGPT content is astounding, so the idea of using it for SEO purposes should be addressed. Let\u2019s… <\/p>\n","protected":false},"author":1,"featured_media":17106,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[292,103,10],"tags":[],"class_list":["post-17105","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-search-engine-marketing","category-seo"],"_links":{"self":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/posts\/17105","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=17105"}],"version-history":[{"count":0,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/posts\/17105\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=\/wp\/v2\/media\/17106"}],"wp:attachment":[{"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=17105"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=17105"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/marketingnewsbox.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=17105"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}