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What Are AI Agents? Key Things to Know

What are AI agents? Uncover the essential details, from their core features to applications in automation, business, and beyond.

Trusted By Industry Leaders
Trusted By Industry Leaders

Introduction

Our text compare tool is a fantastic, lightweight tool that provides plagiarism checks between two documents. Whether you are a student, blogger or publisher, this tool offers a great solution to detect and compare similarities between any two pieces of text. In this article, I will discuss the different ways to use the tool, the primary features of the tool and who this tool is for. There is an FAQ at the bottom if you run into any issues when trying to use the tool.

What makes Originality.ai’s text comparison tool stand out?

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.

Ways to compare

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.

URL compare

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!

Simple text compare

You can also easily compare text by copying and pasting it into each field, as demonstrated below.

Features of Originality.ai’s Text Compare Tool

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.

What are AI agents? That is the question that many are talking about as companies increasingly consider rapidly evolving AI developments in the context of the workplace.

AI companies are highlighting the possibilities of AI agents, and considering the continuous updates to the AI industry, including AI agentic technology, the concept is now becoming much more conceivable in certain industries.

But what are AI agents? Here, we will break down everything you need to know about what AI agents are, why they’re becoming increasingly popular, and review concerns or limitations around the technology.

Key Takeaways (TL;DR)

  • AI agents are already within certain industries, and consumers should expect to see them appear more and more in the coming years.
  • In early 2025, OpenAI released Operator, a Computer Using AI agent (CUA) in research preview.
  • AI agents are generally seen as an excellent cost-saving solution to help businesses reduce costs and increase profits (although initial investment in AI agent tech may be cost-intensive).
  • There are some concerns and limitations around AI agents, including security, bias, and implications in the workplace.

Maintain transparency in the age of AI with the best-in-class Originality.ai AI Checker and Chrome Extension.

What Are AI Agents? A Brief Overview

First, let’s start by defining what we mean by the term ‘AI Agent.’ 

Google defines AI agents as, a software system. The system uses AI (artificial intelligence) to conduct tasks for users.

In concept, it’s similar to the LLMs (large language models) that many are now familiar with, however, there are some differences.

As Forbes notes, an AI agent is different from an LLM like ChatGPT because ChatGPT needs a human to input instructions or a prompt to produce a result.

That’s why, as Microsoft notes, what makes AI agents stand out is their reasoning and learning capabilities because these typically enable AI agents (depending on the model or type) to “run complex workflows autonomously” or independently.

In their guide, Microsoft further notes that AI agents are typically capable of:

  • Planning tasks or actions: powered by LLM integrations they can plan a series of actions.
  • Using tools: implement tools like code or search features to complete tasks.
  • Processing information: depending on the AI agent they may be able to process environmental information (like visuals or audio).
  • Strong memory capacity: use past interactions (like how it used tools) to inform actions.

IBM notes that this makes AI agents a popular choice for tasks such as virtual assistance or customer service.

Recently OpenAI released Operator, an AI agent that is available through a research preview. In particular, it’s a computer-using agent (CUA). This gives it the ability to click buttons on a web page, type, or scroll.

AI Agents are Becoming Increasingly Popular: Here’s Why

One of the top reasons that AI agents are gaining interest is their cost-saving potential. AI agents are designed to automate mundane tasks, speed up processes, and reduce costs, which could result in improved profit margins for businesses. However, Forbes notes that due to the level of capital they require to deploy, initially, they may be cost-intensive.

Then, their potential application for customer service also makes them an intriguing option to support human teams. With the ability to have an automated assistant, businesses could potentially enhance user experience and offer a more seamless and personalized experience. 

Take an example of an eCommerce site. Rather than waiting up to 24 or 48 hours to get a response from busy support staff, a customer could receive answers rapidly, in an instant conversation with an AI agent, streamlining the experience. 

Then, if additional support was required, the human customer service representative could step in to answer or clarify any remaining questions.

AI Agents: Concerns and Limitations

However, there are concerns and limitations around AI agents that are important to keep in mind.

One of the first concerns is the potential for AI agents to impact the workforce and jobs

Forbes notes that some jobs could be impacted, others may incorporate the tech as a support to boost staff productivity, and that it may also lead to new jobs opening up, “leaders can instead choose to position the technology as a tool for accelerating market growth or super augmenting your most valuable asset—your people.

Going back to our eCommerce example, if a company deploys AI agents for customer support, then, the job of the human who once sent email responses may adapt and change (for instance it may focus on reviewing the AI agent's replies to customers) and incorporate the new tech. However, as AI agents are rapidly developing time will tell the full impact.

There is also a concern regarding potential bias or unfair outcomes. If a model is trained on a specific set of data, then it may produce inaccurate answers or biased outputs. 

Amazon Web Services, notes that due to this limitation, it’s important to keep a human in the loop as a safety measure to ensure that the outputs are factual and fair. 

This can also help to address concerns in a customer experience context, as a human customer service agent would still be available to review the AI agent’s responses and ensure they were in line with company policies.

After all, AI has been known to hallucinate (or present false information as fact) in a number of cases. Read more in our guide on AI hallucinations.

In addition to the potential for inaccurate outputs, other limitations of AI agents include access to technical resources for training and data privacy concerns. So, it’s essential to ensure that if AI agents are incorporated into workflows that proper data security measures are implemented.

Final Thoughts on AI Agents

However, there is cause to be positive about the future of AI Agents. If handled correctly and transparently, AI Agents could free up time for people to work on the tasks they excel at, while AI agents work hard in the background, streamlining manual tasks.

Although time will tell the complete impact of AI agents, one thing is for sure, transparency and clarity are absolutely crucial in the coming weeks, months, and years. 

To maintain transparency, check out the Originality.ai AI Detector. Its industry-leading performance and best-in-class Chrome Extension will enable you to publish with confidence in a rapidly evolving digital world.

Learn more about the latest AI news:

Graeme Whiles

My name is Graeme, a passionate writer with a strong Content Marketing background. Over the last seven years, I have developed an extensive portfolio of SEO Content writing, helping various brands improve their organic traffic, customer experience, and, ultimately, profits!

Frequently Asked Questions

Do I have to fill out the entire form?

No, that’s one of the benefits, only fill out the areas which you think will be relevant to the prompts you require.

Why is the English so poor for some prompts?

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.

In The Press

Originality.ai has been featured for its accurate ability to detect GPT-3, Chat GPT and GPT-4 generated content. See some of the coverage below…

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Featured by Leading Publications

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

Frequently Asked Questions

Why is it important to check for plagiarism?

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.

What is Text Comparison?

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.

How do Text Comparison Tools Work?

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.

What is Syntax Highlighting?

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.

How Can I Conduct a Plagiarism Check between Two Documents Online?

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.

What Are the Benefits of Using a Text Compare Tool?

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.

What Files Can You Inspect with This Text Compare Tool?

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.

Will My Data Be Shared?

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.

Software License Agreement

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Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS “AS IS” AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

Will My Data Be Shared?

This table below shows a heat map of features on other sites compared to ours as you can see we almost have greens across the board!

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