How To Get Around ChatGPT Detectors

The AI Advantage
8 Jan 202305:03

TLDRThe video script discusses the challenges of using AI-generated text, such as from ChatGPT, without committing plagiarism. It highlights the limitations of traditional plagiarism detection tools and introduces an AI-specific plagiarism checker that can identify AI-generated content. The script also explores methods to evade detection, like using creative prompts and rephrasing, but emphasizes that relying on such tactics is not a sustainable strategy due to the continuous improvement of detection software. It encourages using AI as a starting point or assistant rather than a direct source for academic or professional work.

Takeaways

  • 🔍 The main issue with AI-generated text is plagiarism, and people are often unsure how to use the outputs responsibly.
  • 🚫 Using AI-generated text as a finished product, like a bachelor's thesis, is ill-advised as detection tools will inevitably improve.
  • 💡 AI like ChatGPT should be used as a starting point or assistant, not as the final source of information or writing.
  • 📈 Traditional plagiarism checkers may not detect AI-generated text, as demonstrated with basic tools like Duplicchecker.com and Small SEO Tools.com/plagiarismchecker.
  • 🔬 More advanced university models and databases can catch a percentage of AI-generated text, but not all.
  • 🛠️ The GPT2 outputs detector demo on huggingface can identify AI-generated text with high accuracy, even from the newer GPT3.5 model.
  • 🎨 Creative prompts and rephrasing can sometimes fool AI plagiarism detectors into thinking the text is more original than it is.
  • 📝 Teaching ChatGPT your own writing style can produce more personalized and potentially less detectable outputs.
  • 🔄 Using rephrasing tools like Quillbot can further alter the text to decrease the percentage of AI detection.
  • ⏳ While current tools and methods may help avoid detection, it's essential to remember that AI and detection software will continue to improve over time.
  • 💡 The video script also hints at creative ways to use ChatGPT effectively and responsibly, which will be explored in a follow-up video.

Q & A

  • What is the main issue with AI-generated text?

    -The main issue with AI-generated text is plagiarism, as people often struggle with how to use the outputs responsibly.

  • How does the speaker suggest using ChatGPT outputs?

    -The speaker suggests using ChatGPT outputs as a starting point or assistant, not as a finished product, to avoid plagiarism.

  • What are the two plagiarism detection tools mentioned for general use?

    -The two general plagiarism detection tools mentioned are Duplicchecker.com and Small SEO Tools.com/plagiarismchecker.

  • How effective are traditional plagiarism detection tools against AI-generated text?

    -Traditional tools are not very effective, as they only catch about 10 to 25% of AI-generated text, which might still be acceptable in many cases.

  • What is the AI plagiarism checker discussed in the script?

    -The AI plagiarism checker discussed is the GPT2 outputs detector demo, hosted on the site 'huggingface'.

  • How accurate is the GPT2 outputs detector in identifying AI-generated text?

    -The GPT2 outputs detector is highly accurate, identifying 99.97% of the AI-generated text, even when it's based on the older GPT2 model.

  • What is the strategy suggested to avoid detection by AI plagiarism checkers?

    -The strategy suggested includes using creative prompts to write in a non-typical AI tone and rephrasing the text using tools like 'Quillbot' to make it unique.

  • What was the result of rephrasing AI-generated text in the speaker's own style and then using Quillbot?

    -The result was a 64.2% real score, indicating that two-thirds of the text were unique after rephrasing.

  • Why is it not a good long-term strategy to plagiarize from Chatbots?

    -It's not a good long-term strategy because detection tools are continuously improving and will eventually catch up with AI-generated content.

  • What does the speaker suggest as a responsible way to use AI-generated text?

    -The speaker suggests using AI-generated text as a tool for inspiration or as a draft, and then personalizing and refining it to create original work.

  • How can one ensure their use of AI-generated text is ethical?

    -One can ensure ethical use by always attributing the source of the AI-generated content, modifying it significantly to make it unique, and never presenting it as their own original work without alteration.

Outlines

00:00

🔍 Exploring AI-Generated Text and Plagiarism Detection

The video begins with the creator's intention to test AI-generated text through various plagiarism detection tools, including one specialized in detecting outputs from AI like ChatGPT. The creator emphasizes the importance of understanding that plagiarism is a significant concern with AI-generated content and that these detection tools will continue to improve over time. They warn against using AI outputs directly for major academic works, suggesting that AI should be used as a starting point or assistant rather than a final product.

📝 Testing Traditional and AI-Specific Plagiarism Checkers

The creator proceeds to generate text and test it with a traditional plagiarism checker and an AI-specific one. They describe using two common tools found on Google: Duplicchecker.com and Small SEO Tools.com/plagiarismchecker. The results from these tools indicate that the AI-generated text is 100% unique, showing that basic tools fail to recognize AI outputs. The creator then introduces a more advanced AI plagiarism checker, the GPT2 outputs detector demo on huggingface, which successfully identifies the AI-generated text with a 99.97% accuracy.

🎨 Adapting AI Output with Creative Prompts and Styles

The video continues with the creator experimenting to see if they can fool the AI plagiarism checker by using creative prompts to generate text in a non-typical AI tone. They find that a simple instruction to change the tone can outsmart the detector. The creator then introduces a method from their ebook that teaches ChatGPT to mimic the user's unique writing style, aiming to produce more authentic text. However, when tested, the AI-generated text in the user's style still scores 91% as fake on the detector.

🖊️ Enhancing Originality with Rephrasing Tools

The creator explores the use of rephrasing technology to increase the originality of AI-generated text. They use Quillbot, a free app, to paraphrase the text and find that the final result shows 64.2% real content. The creator suggests that with access to these tools, one could potentially edit the text to achieve a higher real score. However, they caution that as detection tools improve, relying on AI-generated text for plagiarism is not a viable long-term strategy.

🚀 Creative Uses of ChatGPT Beyond Plagiarism

Concluding the discussion on plagiarism, the creator shifts focus to showcasing creative ways to utilize ChatGPT effectively and ethically. They invite the viewer to learn about these innovative methods in the video, emphasizing that while AI can be a powerful tool, it should be used responsibly and with an awareness of the evolving landscape of plagiarism detection.

Mindmap

Keywords

💡Plagiarism

Plagiarism refers to the act of using someone else's words, ideas, or work without giving proper credit or permission, thus presenting it as one's own original work. In the context of the video, it is the main issue associated with AI-generated text, as individuals might be tempted to use AI outputs directly without modification, leading to potential academic or professional consequences. The video emphasizes the importance of avoiding plagiarism by not directly submitting AI-generated content as one's own.

💡AI-generated text

AI-generated text is content created by artificial intelligence, specifically programs like ChatGPT, which can produce human-like written content in response to user inputs. The video focuses on the capabilities of AI in generating essays and other written works, and the challenges it poses in terms of plagiarism detection and the ethical use of such technology.

💡ChatGPT

ChatGPT is an AI language model developed by OpenAI, capable of generating human-like text based on the prompts it receives. It is used in the video as an example of an AI tool that can produce text, but also as a cautionary example of how its outputs can be flagged as non-original by plagiarism detection tools.

💡Plagiarism detection tools

Plagiarism detection tools are software applications designed to identify and flag content in a document that closely matches or is identical to existing sources without proper citation. The video discusses the effectiveness of such tools in detecting AI-generated text, noting that while traditional tools may not be effective, more advanced models exist that can catch a significant percentage of plagiarized content.

💡GPT2 outputs detector

The GPT2 outputs detector is a specialized plagiarism detection tool designed to identify text generated by AI models like GPT-2. It is hosted on Hugging Face, a platform for AI model experimentation. The video highlights the effectiveness of this tool in detecting AI-generated content, even when the text is modified to seem less like AI output.

💡Creative prompts

Creative prompts are unique and unconventional requests made to an AI, like ChatGPT, to generate content that deviates from typical AI-generated styles. The video explores the use of creative prompts as a strategy to evade plagiarism detection by making the AI output seem more human-like and less identifiable as AI-generated.

💡Style adaptation

Style adaptation in the context of AI refers to the process of training or instructing an AI model to mimic or adopt a specific writing style, often that of a particular author or user. The video discusses a method of teaching ChatGPT a user's style, which could theoretically result in AI-generated text that is unique and personalized.

💡Quillbot

Quillbot is a paraphrasing and rephrasing tool designed to help users rewrite text in a way that changes the structure and some of the words while maintaining the original meaning. In the video, it is suggested as a method to further alter AI-generated text to reduce the likelihood of it being flagged as non-original by plagiarism detection tools.

💡Ethical use of AI

The ethical use of AI refers to the responsible application of artificial intelligence technologies in a manner that respects legal, moral, and social norms. The video emphasizes the importance of using AI, like ChatGPT, as a starting point or assistant rather than as a direct source of content to avoid unethical practices such as plagiarism.

💡AI improvement and detection

AI improvement and detection refers to the ongoing advancements in both AI capabilities and the technology used to detect AI-generated content. The video highlights that as AI becomes more sophisticated, so too will the tools designed to identify its outputs, suggesting that the ability to pass off AI-generated content as original will become increasingly difficult over time.

Highlights

The main issue with AI-generated text is plagiarism.

People often wonder how to use AI-generated outputs ethically.

AI and detection software are both improving over time.

Using AI outputs as a bachelor's thesis is not advisable.

ChatGPT should be used as a starting point or assistant, not as a finished product.

Traditional plagiarism checkers may not detect AI-generated text.

Universities have more advanced plagiarism detection models.

AI plagiarism checker called GPT2 outputs detector can identify AI-generated text.

The GPT2 output detector is hosted on huggingface, a site for AI interface creation.

GPT2 output detector identified a text as 99.97% fake.

Creative prompts can sometimes bypass AI plagiarism detectors.

An ebook teaches how to train ChatGPT to mimic one's own writing style.

Rephrasing technology like Quillbot can alter AI-generated text.

A combination of personal style and rephrasing can increase the 'real' score on AI detectors.

Plagiarizing from Chatbots is not a sustainable strategy as detection tools improve.

The video aims to show creative uses of ChatGPT beyond conventional ideas.

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