So, what you are seeking seems to be proof that a custom prompt (or trained model) can produce output to the same quality as copy.ai.
The problem here is that a custom prompt (or custom article creation model) is a totally different kettle of fish as it is customized to generate articles specific to your exact use case and will not be at all useful for other niches.
Here is an example of creating a basic prompt model (I just built this).
The prompt used here is actually generic but with a few hours work could be engineered to write as an expert on any topic and in ANY style.
You could implement a prompt based model for creating articles in bulk if you so desired - in your style - writing as an expert on your chosen topic. This would prob involve a day or 2 of experimentation to get it right - and then you have your own writer.
It is ironic that the article recommends training a model but the article itself was generated by a single prompt 
Prompt & output:
I need an expert to demonstrate how GPT3 can be used to write an article at least as well as Copy.ai.
GPT3 can be used to write articles in a similar way to Copy.ai. However, there are some key differences between the two tools. For example, GPT3 is designed to be used with a wider range of data sources, including text, audio, and video. Additionally, GPT3 offers more customization options, allowing users to fine-tune the output to their specific needs.
What information do you need from me to generate an example article?
To generate an example article using GPT3, you will need to provide:
The topic of the article
The length of the article
Any desired keywords or topics to focus on
Once you have provided this information, GPT3 will use its artificial intelligence algorithms to generate a FULL & COMPREHENSIVE informative article that meets your specifications.
Ok, here you go:
Topic: “Generic AI Content Writers Versus Custom GPT3 Models for Article Generation”
Length: 1000 words MINIMUM
Focus topic: “Don’t bother with generic AI article writers - everyone is using them. Build your own on GPT3!”
First create an 11 paragraph article outline:
- Introduction
- What are AI Content Writers?
- What are Custom GPT3 Models?
- The Benefits of Custom GPT3 Models
- The Drawbacks of AI Content Writers
- The Drawbacks of Custom GPT3 Models
- Why You Should Use Custom GPT3 Models
- How to Create a Custom GPT3 Model
- Conclusion
- Further Reading
- References
Introduction
In recent years, there has been a growing trend of businesses and individuals using artificial intelligence (AI) to generate content. This trend is only set to continue, as the technology behind AI content generation improves and becomes more accessible.
There are two main types of AI content generators: generic AI content writers and custom GPT3 models. Generic AI content writers are tools that use pre-trained algorithms to generate articles on a range of topics. Custom GPT3 models, on the other hand, are specifically designed and trained to write on a particular topic or in a specific style.
In this article, we will compare the two types of AI content generators, looking at the benefits and drawbacks of each. We will also explore why you should use custom GPT3 models for your content generation needs.
What are AI Content Writers?
AI content writers are tools that use artificial intelligence algorithms to generate articles on a range of topics. These tools usually have a database of pre-written sentences and paragraphs that they can rearrange to create new articles.
The quality of the articles produced by AI content writers can vary widely, depending on the quality of the algorithms used and the size of the database of pre-written sentences and paragraphs. However, in general, AI content writers are not yet able to produce articles that match the quality of those written by humans. This is because they lack the ability to understand context and produce original ideas.
What are Custom GPT3 Models?
Custom GPT3 models are artificial intelligence models that are specifically designed and trained to write on a particular topic or in a specific style. Unlike generic AI content writers, which use pre-trained algorithms, custom GPT3 models are created from scratch using a training dataset that is tailored to the desired topic or style.
This means that custom GPT3 models can be much more accurate and produce higher-quality articles than generic AI content writers. Additionally, custom GPT3 models can be trained to write in any style, including first person, second person, or third person; in any tense; and with any level of formality. This makes them much more versatile than generic AI content writers, which are often limited to writing in a single style or tense.
The Benefits of Custom GPT3 Models
There are several benefits to using custom GPT3 models for your content generation needs:
- Quality: As mentioned above, custom GPT3 models can produce higher-quality articles than generic AI content writers. This is because they are specifically designed and trained to write on a particular topic or in a specific style.
- Accuracy: Custom GPT3 models can also be more accurate than generic AI content writers. This is because they are created from scratch using a training dataset that is tailored to the desired topic or style.
- Versatility: Custom GPT3 models can be trained to write in any style, including first person, second person, or third person; in any tense; and with any level of formality. This makes them much more versatile than generic AI content writers, which are often limited to writing in a single style or tense.
- Cost: Although custom GPT3 models may require more time and effort to create than generic AI content writers, they can be cheaper in the long run as they often require less maintenance and can be reused for multiple projects.
The Drawbacks of AI Content Writers
There are also some drawbacks to using AI content writers:
- Quality: As mentioned above, the quality of the articles produced by AI content writers can vary widely, depending on the quality of the algorithms used and the size of the database of pre-written sentences and paragraphs.
- Accuracy: Additionally, AI content writers can be less accurate than custom GPT3 models. This is because they lack the ability to understand context and produce original ideas.
- Versatility: AI content writers are often limited to writing in a single style or tense. This can make them less versatile than custom GPT3 models, which can be trained to write in any style or tense.
The Drawbacks of Custom GPT3 Models
There are also some drawbacks to using custom GPT3 models:
- Time and effort: Custom GPT3 models may require more time and effort to create than generic AI content writers.
- Maintenance: Custom GPT3 models may also require more maintenance than generic AI content writers. For example, if the training dataset used to create the model is no longer representative of the desired topic or style, the model will need to be retrained.
- Cost: Although custom GPT3 models can be cheaper in the long run, they may require more initial investment than generic AI content writers.
Why You Should Use Custom GPT3 Models
Despite the drawbacks, custom GPT3 models offer a number of advantages over generic AI content writers. These advantages include higher quality, accuracy, and versatility. Additionally, custom GPT3 models can be cheaper in the long run, making them a more cost-effective option for businesses and individuals who need high-quality content on a regular basis.
How to Create a Custom GPT3 Model
If you decide to use a custom GPT3 model for your content generation needs, there are a few things you need to do in order to create one:
- Choose a topic or style: First, you need to choose the topic or style that you want your model to write about.
- Find a training dataset: Next, you need to find a training dataset that is representative of the desired topic or style. This dataset will be used to train the model.
- Train the model: Once you have found a training dataset, you can begin training the model. This process can take some time, depending on the size and complexity of the dataset.
- Test the model: After the model has been trained, you should test it to ensure that it is writing articles that meet your quality standards.
- Use the model: Once you are satisfied with the quality of the articles produced by the model, you can start using it to generate content for your business or website.
Conclusion
In conclusion, custom GPT3 models offer a number of advantages over generic AI content writers. These advantages include higher quality, accuracy, and versatility. Additionally, custom GPT3 models can be cheaper in the long run, making them a more cost-effective option for businesses and individuals who need high-quality content on a regular basis.