Fact Checking
8 Ways AI Innovations Can Improve Media Literacy
Learn how AI innovations can improve media literacy and fact-checking to change how we consume content.
Trusted By Industry Leaders
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Keyword density helper – This tool comes with a built-in keyword density helper in some ways similar to the likes of SurferSEO or MarketMuse the difference being, ours is free! This feature shows the user the frequency of single or two word keywords in a document, meaning you can easily compare an article you have written against a competitor to see the major differences in keyword densities. This is especially useful for SEO’s who are looking to optimize their blog content for search engines and improve the blog’s visibility.
File compare – Text comparison between files is a breeze with our tool. Simply select the files you would like to compare, hit “Upload” and our tool will automatically insert the content into the text area, then simply hit “Compare” and let our tool show you where the differences in the text are. By uploading a file, you can still check the keyword density in your content.
Comparing text between URLs is effortless with our tool. Simply paste the URL you would like to get the content from (in our example we use a fantastic blog post by Sherice Jacob found here) hit “Submit URL” and our tool will automatically retrieve the contents of the page and paste it into the text area, then simply click “Compare” and let our tool highlight the difference between the URLs. This feature is especially useful for checking keyword density between pages!
You can also easily compare text by copying and pasting it into each field, as demonstrated below.
Ease of use
Our text compare tool is created with the user in mind, it is designed to be accessible to everyone. Our tool allows users to upload files or enter a URL to extract text, this along with the lightweight design ensures a seamless experience. The interface is simple and straightforward, making it easy for users to compare text and detect the diff.
Multiple text file format support
Our tool provides support for a variety of different text files and microsoft word formats including pdf file, .docx, .odt, .doc, and .txt, giving users the ability to compare text from different sources with ease. This makes it a great solution for students, bloggers, and publishers who are looking for file comparison in different formats.
Protects intellectual property
Our text comparison tool helps you protect your intellectual property and helps prevent plagiarism. This tool provides an accurate comparison of texts, making it easy to ensure that your work is original and not copied from other sources. Our tool is a valuable resource for anyone looking to maintain the originality of their content.
User Data Privacy
Our text compare tool is secure and protects user data privacy. No data is ever saved to the tool, the users’ text is only scanned and pasted into the tool’s text area. This makes certain that users can use our tool with confidence, knowing their data is safe and secure.
Compatibility
Our text comparison tool is designed to work seamlessly across all size devices, ensuring maximum compatibility no matter your screen size. Whether you are using a large desktop monitor, a small laptop, a tablet or a smartphone, this tool adjusts to your screen size. This means that users can compare texts and detect the diff anywhere without the need for specialized hardware or software. This level of accessibility makes it an ideal solution for students or bloggers who value the originality of their work and need to compare text online anywhere at any time.
Today there’s nearly instant access to a massive breadth and depth of knowledge. On the other hand, the information available can range from well-supported facts and figures to AI clickbait.
The question then becomes, how do you discern misinformation from real and authentic content? After all, humans struggle to identify AI-generated text with absolute certainty.
So, how can we expect to improve media literacy? Let’s explore 8 ways that AI innovations can help.
AI-powered tools can streamline fact-checking whether that means articles, blogs, or social media posts.
The Originality.ai Automated Fact-Checker is powered by an internally built AI to provide a convenient tool for web publishers to review facts. It can be paired with a suite of Originality.ai’s best-in-class editorial tools that also include AI Detection and Plagiarism Detection.
Adding real-time fact-checking into your editorial toolkit is a key part of maintaining authenticity and integrity in the publishing process.
Fact-checking in real-time offers several benefits, such as helping to prevent AI hallucinations in your content and establishing consistency with high-quality, factually correct content.
AI also offers an innovative opportunity for researching the credibility of publishers or sources. Using AI for research into the sources cited can help to provide context into the source’s publication history, credentials, past and current affiliations, and more.
You can use AI to investigate this as an initial step in the research process that pulls together details into one quick summary based on the context it’s presented with (in your prompt).
However, it is important to note that further research should be conducted to follow up on the results provided by AI to avoid AI hallucinating the sources.
AI-powered fact-checking tools are beneficial for cross-referencing and then highlighting sources where additional manual verification is needed. It’s a great way to make sure that the statements you’re publishing are rooted in facts and statistics published by professionals.
For instance, the Originality.ai Automated Fact Checker provides sources so that editors and publishers can review and verify citations.
If you’re looking for more information on checking citations, read our guide on Popular Citation Checkers.
At Originality.ai our AI Detector offers an innovative way to maintain transparency about whether content is generated or human-written. While humans may struggle to identify AI text, AI detectors are an effective way to spot AI content as noted by several third-party studies.
Then, Google’s SynthID AI watermark, which was recently released, can also help to further establish transparency.
The invisible SynthID AI watermark can’t be seen by the human eye because it’s internally embedded. However, Google believes it’ll help identify AI content in future by whether it’s watermarked, unwatermarked, or uncertain.
Today’s social media sites like Facebook and Instagram give users the option to label something as “imagined with AI”, but even if they don’t, if Meta strongly believes a post is AI-generated, it may apply a label on its own.
What’s more, this isn’t just a Facebook or Meta-centric initiative. It also aims to identify AI images from major brands like Google, Microsoft, OpenAI, Adobe, MidJourney, and Shutterstock.
Read more about Meta and detecting AI on social media.
Misinformation in the media was a concern even before AI and words like ChatGPT entered our common vocabulary.
Some of the best fact-checking websites, have monitored and fact-checked the media for over a decade. For instance, the Poynter Institute’s Politifact was launched in 2007 to provide a reliable resource for verifying facts, especially in regard to politics.
Today, identifying misinformation or manipulated media is still a concern, especially with AI hallucinations and the popularity of social media, where many now check the news.
In response, some social media providers such as Meta (Facebook), have provided guides about their approach to identifying misinformation.
What does this mean as a social media user? The algorithm will essentially lessen the chances of a deepfake image making the rounds. This can help reduce the chances of people sharing content that’s inaccurate.
One of AI’s top benefits is its ability to take a wealth of information, analyze it, and pull out key information and insights that a human reviewer might miss.
One example of where AI shines in this regard is through sentiment analysis. For instance, Microsoft provides guides on how to use Sentiment Analysis Models and notes that it can help to evaluate positive or negative sentiments in social media.
By looking at social media posts, AI can pinpoint language that’s particularly emotionally charged (with positive or negative sentiments) and which might indicate bias or skew user perception to one extreme or another.
This type of innovative application offers opportunities for AI to help improve media literacy by adding transparency around whether a piece of content is emotionally charged.
Just as AI can zero in on sentiment analysis or be trained to identify deepfakes or manipulated media, it can also be used to monitor trending topics.
When misinformation is spread it may be incorporated into trending or popular terms like politics, natural disasters, or even celebrity news, as a way to amplify the spread of fake news with popular content.
AI (as noted by Meta) can quickly flag misinformation posts that incorporate trending or popular topics for human review before they gain traction on social networks.
Having instant information at your fingertips has changed how people get their news.
At the same time, with AI innovations, we’re now able to check facts in real-time, analyze sentiment, verify citations, research sources, and even further transparency in media and social media to reduce the spread of misinformation and improve media literacy.
For this reason, it’s more important than ever to understand what’s changing in the media and how fact-checkers and other tools can help us do just that.
In understanding the role that AI plays in advancing fact-checking, we can take steps today to be as prepared and informed as possible.
Learn more about fact-checking in our top guides:
No, that’s one of the benefits, only fill out the areas which you think will be relevant to the prompts you require.
When making the tool we had to make each prompt as general as possible to be able to include every kind of input. Not to worry though ChatGPT is smart and will still understand the prompt.
Originality.ai did a fantastic job on all three prompts, precisely detecting them as AI-written. Additionally, after I checked with actual human-written textual content, it did determine it as 100% human-generated, which is important.
Vahan Petrosyan
searchenginejournal.com
I use this tool most frequently to check for AI content personally. My most frequent use-case is checking content submitted by freelance writers we work with for AI and plagiarism.
Tom Demers
searchengineland.com
After extensive research and testing, we determined Originality.ai to be the most accurate technology.
Rock Content Team
rockcontent.com
Jon Gillham, Founder of Originality.ai came up with a tool to detect whether the content is written by humans or AI tools. It’s built on such technology that can specifically detect content by ChatGPT-3 — by giving you a spam score of 0-100, with an accuracy of 94%.
Felix Rose-Collins
ranktracker.com
ChatGPT lacks empathy and originality. It’s also recognized as AI-generated content most of the time by plagiarism and AI detectors like Originality.ai
Ashley Stahl
forbes.com
Originality.ai Do give them a shot!
Sri Krishna
venturebeat.com
For web publishers, Originality.ai will enable you to scan your content seamlessly, see who has checked it previously, and detect if an AI-powered tool was implored.
Industry Trends
analyticsinsight.net
Tools for conducting a plagiarism check between two documents online are important as it helps to ensure the originality and authenticity of written work. Plagiarism undermines the value of professional and educational institutions, as well as the integrity of the authors who write articles. By checking for plagiarism, you can ensure the work that you produce is original or properly attributed to the original author. This helps prevent the distribution of copied and misrepresented information.
Text comparison is the process of taking two or more pieces of text and comparing them to see if there are any similarities, differences and/or plagiarism. The objective of a text comparison is to see if one of the texts has been copied or paraphrased from another text. This text compare tool for plagiarism check between two documents has been built to help you streamline that process by finding the discrepancies with ease.
Text comparison tools work by analyzing and comparing the contents of two or more text documents to find similarities and differences between them. This is typically done by breaking the texts down into smaller units such as sentences or phrases, and then calculating a similarity score based on the number of identical or nearly identical units. The comparison may be based on the exact wording of the text, or it may take into account synonyms and other variations in language. The results of the comparison are usually presented in the form of a report or visual representation, highlighting the similarities and differences between the texts.
String comparison is a fundamental operation in text comparison tools that involves comparing two sequences of characters to determine if they are identical or not. This comparison can be done at the character level or at a higher level, such as the word or sentence level.
The most basic form of string comparison is the equality test, where the two strings are compared character by character and a Boolean result indicating whether they are equal or not is returned. More sophisticated string comparison algorithms use heuristics and statistical models to determine the similarity between two strings, even if they are not exactly the same. These algorithms often use techniques such as edit distance, which measures the minimum number of operations (such as insertions, deletions, and substitutions) required to transform one string into another.
Another common technique for string comparison is n-gram analysis, where the strings are divided into overlapping sequences of characters (n-grams) and the frequency of each n-gram is compared between the two strings. This allows for a more nuanced comparison that takes into account partial similarities, rather than just exact matches.
String comparison is a crucial component of text comparison tools, as it forms the basis for determining the similarities and differences between texts. The results of the string comparison can then be used to generate a report or visual representation of the similarities and differences between the texts.
Syntax highlighting is a feature of text editors and integrated development environments (IDEs) that helps to visually distinguish different elements of a code or markup language. It does this by coloring different elements of the code, such as keywords, variables, functions, and operators, based on a predefined set of rules.
The purpose of syntax highlighting is to make the code easier to read and understand, by drawing attention to the different elements and their structure. For example, keywords may be colored in a different hue to emphasize their importance, while comments or strings may be colored differently to distinguish them from the code itself. This helps to make the code more readable, reducing the cognitive load of the reader and making it easier to identify potential syntax errors.
With our tool it’s easy, just enter or upload some text, click on the button “Compare text” and the tool will automatically display the diff between the two texts.
Using text comparison tools is much easier, more efficient, and more reliable than proofreading a piece of text by hand. Eliminate the risk of human error by using a tool to detect and display the text difference within seconds.
We have support for the file extensions .pdf, .docx, .odt, .doc and .txt. You can also enter your text or copy and paste text to compare.
There is never any data saved by the tool, when you hit “Upload” we are just scanning the text and pasting it into our text area so with our text compare tool, no data ever enters our servers.
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