Misbar’s Analysis
As artificial intelligence tools emerge in the content-generating field, many seek AI content detectors to identify whether content is AI-generated or human-written. 'More than half of marketers (56%) claim generative AI content outperforms human content,' which indicates a massive amount of content that requires detection.
This article explores how detection tools work and the best options for various types of content.
What Are AI Content Detectors?
According to the Global Tech Council, AI content detectors are tools built to analyze and test various types of content, such as text, images, and videos, to determine whether they are human-written or AI-generated by tools like ChatGPT or DeepAI. These detectors are necessary for ensuring the authenticity and originality of online content in various fields, including education and digital marketing.
Here are key fields where AI content detectors are mostly used:
- Social Media & Content Creation: Marketers use these tools to identify and reduce misinformation and spam generated by AI.
- Education: Teachers use these tools to check whether students’ assignments are original or AI-generated.
- Online Publishing: Editors use these tools to ensure the content is authentic and original before publishing.
How Do AI Content Detectors Work?
AI content detectors work based on algorithms and technologies similar to those used in AI content generators, such as machine learning (ML) and natural language processing (NLP).
Generally, when you submit text to an AI content detector, these technologies allow the tool to process and analyze the content to identify signs indicating AI-generated content.
Common AI content indicators include:
- Repetition of words
- Repetitive sentence structure
- Unusual word use
- Generic or impersonal tone
- Contradictory statements
- Inconsistent verb tense
- Stiff or formal writing style
- Abstract and metaphorical content
- Placeholder texts
- Lack of citations
Technically, the Global Tech Council simplifies the process of how AI content detectors work as follows:
- AI Detector Tool Training: Experts train the tool by submitting vast amounts of both AI-generated and human-written content to help it identify the distinctive patterns of each type and make predictions on new data.
- Pattern Recognition: After learning, the detector starts analyzing new texts by spotting specific patterns common in AI-generated content. These might include repetitive phrases and unusual word choices.
- Scoring and Highlighting: The detector assigns a score indicating the likelihood that the text was generated by AI based on the previous analysis and pattern recognition. It then highlights the sections that appear to be AI-generated. Some tools, such as TraceGPT, provide detailed reports and even allow API integrations for real-time detection within other applications.
12 Tools To Detect AI Content
- TraceGPT: An AI content detector and plagiarism checker for ChatGPT, Claude, Gemini AI, and more.
- Copyleaks: An accurate AI detector trusted by top global organizations.
- ZeroGPT: A simple and trusted detector tool for OpenAI and Gemini.
- AI Or Not: An AI detector for both images and audio.
- Deepfake Detector: An AI tool that can detect whether audio or video is a deepfake or real.
- Deepware: An AI tool that can detect whether a video is a deepfake or real.
- Hive Moderation: An AI detector for texts, videos, and audio.
- Is It AI?: An AI image detector.
- Grammarly: An AI content detector and real-time grammar checker.
- Originally: An AI content checker, plagiarism checker, and fact checker.
- Plagiarismcheck: A powerful AI content detection suite.
- Quillbot: A simple AI content checker without sign-up requirements.
Are AI Content Detectors 100% Accurate?
AI detectors are not infallible; they can’t guarantee anywhere close to 100% accuracy, since they are largely based on probabilities. Furthermore, each detector tool uses different indicators and datasets of content to train. Other factors, such as the quality of the data used for training, the algorithm used, and the specific task the detector is designed for, also play key roles.
According to AI expert Soheil Feizi of the University of Maryland, "Current detectors of AI aren’t reliable in practical scenarios." He refers to a specific case where AI detectors mistakenly identified the U.S. Constitution as primarily created by AI as an example.
Therefore, it is important not to completely rely on AI tools, either in content generation or content detection. The human role in both processes is crucial for creating and editing with the help of AI tools, rather than relying on them fully.
How To Humanize ChatGPT Content
While internet users frequently ask, “How do I humanize ChatGPT content for free?” it is time to ask a better question: “How do I use AI tools as assistant tools, not primary ones?”
To effectively use AI tools in smart ways that ease the writing process without doing it fully, Jean-Marc, a confirmed AI content process expert, recommends the following helpful 7 tips and techniques:
- Give the AI tool editorial customized guidelines based on your desired writing style, tone, and brand voice.
- Provide the AI tool with a previous writing sample that represents what you expect in terms of tone and style.
- Ask the tool to build an outline first to ensure it covers all required points.
- Add your ideas, thoughts, findings, expertise, and data to the outline and structure.
- Review the output and remove repetitions to add more variety.
- Remove overused buzzwords and any inflated or exaggerated terms.
- Use conversational prompts.
AI content detectors are tools that help editors check if the content is human-written or AI-generated. However, they are not fully reliable, and editors cannot depend on their accuracy the same way they would with AI content generators. What matters is realizing that all AI tools are assistant tools designed to make it easier to search and write, not to function as human content writers or generators. How these tools are used determines the content created, which is why it's important to learn how to use them properly.
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