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Linux on the desktop has seen some significant successes over the years, from improvements with hardware detection to user adoption. Yet despite these successes, the single sticking point I find myself arguing with people over the most is the idea that existing methods of software installation are ideal.

Installing software with most distributions is pretty brain-dead simple. With command line options and a variety of GUI solutions to make the process even easier, I genuinely don’t think there’s a problem with the ease of software installation.

There is however, the issue of software discovery.

Dude, where’s my software?

For moderately experienced Linux enthusiasts, most software is a stone’s throw away. But even the more experienced desktop Linux users have been known to discover a new application from the most inconvenient sources.

Often these discoveries take place long after the user has given up locating such an application when they needed it most. Where this becomes truly problematic is when the application was available from the software repositories used with the user’s own distro all along. Yet the app went totally unheard of because the user didn’t know which category it was featured in!

This is hardly an isolated incident, mind you. I can count at least seven individuals who I know personally who have been in this situation. Is it office, business or communication related? Also, how is the performance rated? So many questions – often going unanswered.

Well, at one time there was a solution to this problem on the Linux platform. Most people within the Linux community scorned the solution at the time, due to strong opinions of the Linux distro this utility was bundled with. Regardless, the utility itself has yet to be matched.

Enter Linspire’s CNR software installation utility

Sadly thanks to the evolution of the company that created the utility, CNR of today is not nearly as compelling as it once was. Now it’s merely another application that must first be installed, then used to install software. It uses basically the same methods employed already by a number of popular Debian-based distros.

Perhaps the final nail in CNR’s evolutionary coffin is the missing software aisles that were big with the original CNR utility built into the Linspire 5.0 release. At that time, not only could a user keep track of which software is in their preferred list, they were free to share this list with others.

Sadly since the move over to the new CNR utility, I have yet to see evidence of this function.

Clearly there was something quite user friendly here. Seems to me that the idea was right at one time, now it simply needs to evolve with the times.

From CNR to a Web based App Store

A headache I used find myself frustrated with was a lack of applications designed to fit certain needs with specific levels of functionality.

Sure, more often than not there was something GTK- or QT-based out there that would give me the basics of what I was looking for. However in rare instances, I found myself needing software with a more razor-focus to handle specific tasks.

Then Adobe AIR came out for Linux. Almost immediately I found myself running a multitude of applications on my PC that were unavailable previously. It took some searching, but there are some fantastic AIR apps out there that are worth a look.

For various web site endeavors, I found myself using an app known as Market Samurai. I also run specific apps for Twitter and Facebook.

Productivity apps I fell in love with include “Klok” and’s own AIR application. In each instance, the natively available Linux software did not hold a candle to what was offered for Adobe AIR. Not even close! Adobe AIR really opened new doors for me.

Next Page: Why not have some kind of Linux friendly App Store?

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7 Things A Vpn Can Help You Hide (And The Downside)

Those who work remotely by connecting to their company’s network will most likely be familiar with VPNs. Those who use them for personal network security probably also know them well. If you don’t have any experience with a VPN, I’m sure that you’ve heard the term at some point. So, what are they, and how are they used?

Here’s the short answer: a VPN or Virtual Private Network provides a means of connecting to a private network, giving you access to resources within that network.

A virtual private network provides security via limited access. VPNs allow us onto private networks over a public internet connection, all without letting other unknown users entrance to them. If you want to know more details about VPNs, look at our section on VPN software.

A VPN provides a ton of benefits, such as access to resources on your company’s LAN. The greatest benefit, though, is the security they provide. If you work from home for a company that deals with confidential information, you most likely use a VPN to ensure your connection is secure.

Let’s take a look at what kind of things a VPN can hide from possible cybercriminals and others who might want to do harm.

Things a VPN Can Hide

1. Your IP Address

You might think that using your browser’s privacy or incognito mode can hide who you are. While it can, in some cases, your ISP can still see your IP address and provide it to others. If your ISP can still see it, there’s no doubt that hackers can get it as well. In any case, relying on your browser’s protective mode for security is not a great idea.

Some of you may not care. But for others, this lack of security might sound a little scary. Using a VPN allows you to appear as though you are using the VPN’s server and IP address. The provider often has multiple IP addresses located around the country or even the world. Many others will also be using it simultaneously. The result? Would-be intruders looking over your shoulder can’t single you out.

Hiding your IP is the first step toward true online security. It’s like an online footprint; finding it can lead to discovering other important, private information you might not want to have exposed.

2. Geographic Location

If someone can determine where you are, it could put you in danger. Since a VPN basically changes your IP address (this is also called IP spoofing), others will not be able to find your geographic location. They’ll see only the location of the server that you’re connecting to.

IP spoofing can come in handy if you wish to access sites that may be restricted or different in your geographic location. For example, Netflix provides specific programming depending on what nation you’re in.

Since a VPN has its own IP address, you can see programming available in the VPN server’s location. For example, you can potentially access UK-only Netflix content when your physical location is in the United States.

Also Read: Best VPN for Netflix

3. Browsing History

Your IP address can provide others with detailed information—and browsing history is a part of that. Your IP address can be linked to everywhere you’ve visited on the internet.

With a VPN, you don’t have to worry. You will basically be an unknown user in a giant crowd of users, all using the same IP.

4. Online Shopping

5. Social Media and Other Online Accounts

A VPN can also help you hide your identity on social media and other types of online accounts. By masking your IP, there are no traces of you using them other than the information you make available. Without a virtual private network, there are ways for administrators to track down who you are, even if you do not provide real contact information.

6. Torrenting

Torrenting, or peer-to-peer file sharing, is popular with many techies. If you are sharing copyrighted material, you can get into some real trouble. We certainly don’t recommend doing that. However, VPNs are often used by copyright-infringers in an attempt to protect themselves from legal trouble.

7. Data

When you connect to the internet, you are always transmitting and receiving data. If you work from home, you constantly transmit data through your work environment. Sending emails, IMs, and even video/audio communications through the internet also transmit large amounts of data.

That data can be intercepted by hackers and other cybercriminals. From it, they can possibly get important PII ( personally identifiable information ) about you. The result? They might hack into almost every online account you have.

A VPN can hide this data for you. Using data encryption, it will transmit and receive your data in a format that hackers and cybercriminals can not easily decode. While there are ways around everything, if your information is difficult to get to, there is a good chance they’ll move on to someone easier to hack.

Hiding or encrypting data is enormously important for those of us who telecommute. Your company might have sensitive information such as medical records, bank account information, or other proprietary data. That is why most companies that let employees work remotely use some type of VPN to keep their data safe.

The Downside

While VPNs are great for security and hiding your personal information, there are a few downsides. Because of the encryption and remotely located servers, they can slow down your network connections. This was a real problem in the past, but with new tech and the blazing-fast data speeds available today, this isn’t the problem it once was.

Another issue that comes up: since your IP is masked, you may have to take extra steps to log in to higher-security systems (a bank account, for instance). Accounts with high security often remember your IP address and recognize you when you try to log in. If you attempt logging in with some unknown IP, you might have to answer security questions, use two-factor authentication, or even get a call from them to verify that it’s you.

While this is a good thing—because it means your systems are secure—it can be a hassle if you need to get into an account quickly. Without your true IP address, you can’t always use systems that automatically know your location. If you’re searching for the nearest restaurant, for instance, you might have to manually enter your zip code before the search happens.

One last thing: VPNs are well-known to cause internet connection issues and other headaches. This can be avoided by using reliable software and providers. Virtual private networks have come a long way in the past few years.

Final Words

A VPN can hide many things from the outside world; most of that has to do with your IP address. By masking your IP address, a VPN can keep you safe and anonymous, while encryption can keep your sensitive data from getting into the wrong hands.

How Voice Recognition Can Help You Grow Your Small Business

If there’s one commodity small businesses like yours are short of it’s time, so any tools that can help cut out the admin and allow you to focus on the important things, like revenue and profitability, are a godsend.

Take Nuance’s new business-grade voice recognition products for example. Dragon Pro Individual (for PC) and It’s likely your day-to-day tasks result in a mountain of paperwork, from client correspondence to reports, notes, documentations and proposals. When you’re a lean, hard-working company, you often need to handle this yourself, but few of us are high-speed typists. Why not dictate instead? Dragon Pro Individual (for PC) and Dragon for Mac can work as fast as you can speak, and you won’t waste time editing text, either, with both products delivering up to 99% accuracy. The end result? Speech recognition can help you work at speeds three times faster than the majority of people type. That’s not just good for word processing; it will also help you tackle that email backlog.

Take the Labour out of Paperwork

Work wherever and whenever

Some of our best ideas arrive when we haven’t got a laptop to hand – or even the space to get one out. Luckily, Dragon Pro Individual (for PC) and Dragon for Mac can be integrated with the separate, cloud-based Dragon Anywhere apps for iOS and Android, so that you can dictate and edit documents wherever the business takes you. The apps then sync across the cloud with the PC and Mac products, ready for polishing later. The apps will even sync preferences and custom words and commands with the desktop versions, so that as one learns more about you and your business, the other catches up. Wherever you are and whatever you’re doing, you can keep things moving.  

Software that learns your business

All industries are different and all companies within them too. The voice recognition software that’s built into Windows and Office is fine for basic, domestic use, but it won’t adapt to work better for your specific needs. Dragon Pro Individual (for PC) and Dragon for Mac will. As you use the software, you can train it to understand the industry terms and acronyms you use every day, and become even more efficient at recognizing how these work in context. The more you use it, the more the software adjusts to your personal preferences and your speaking and writing style. It becomes like working with someone who knows your business, inside out. Whether you work in IT, accountancy, engineering or marketing, this can and will save you time and effort.

Trouble-free transcription

In many businesses transcription is a key part of the workflow. Whether you’re a company with office admins taking meeting notes, a consultant being briefed by clients or a firm with an endless stream of correspondence, transcription is part of the process. Speech recognition takes a whole stage out of it, freeing staff to get on with other things. Dragon Pro Individual (for PC) and Dragon for Mac turn audio from specific apps and voice recorders into accurate, editable, transcripts with minimal intervention. You can even transcribe another speaker’s voice. Don’t worry about training the software: all it needs to create a profile is a 90-second clip. Even busy consultants can handle their own correspondence without needing to tie an office admin up for hours.

Build your Business

Dragon Professional Individual (for PC) or Dragon for Mac online now.

This article is brought to you in association with

Mr. Ranedeer: The Ai Tutor That Can Help You Learn Anything

Why Choose Mr. Ranedeer AI Tutor?

Adjustable Depth of Knowledge: With Mr. Ranedeer AI Tutor, you may customize the depth of information to meet your individual learning demands. Mr. Ranedeer’s courses may be adapted to your chosen level of knowledge, whether you’re a novice looking for a thorough introduction or an accomplished learner delving into complicated ideas.

Customized Learning Style: Mr. Ranedeer knows that everyone learns in their own unique way. As a result, you may customize your learning approach. You may select the sort of communication, tone, and logical framework that are most appealing to you, ensuring that the learning experience is personalized to your interests and enhances your knowledge.

Requirements and Compatibility:

Recommended: To properly utilize Mr. Ranedeer AI Tutor’s powers, the following are recommended:

Not Recommended: Mr. Ranedeer AI Tutor should not be used with the following options:


GPT-3.5: While GPT-3.5 models can still be utilized, they may not work as well or as accurately as the more modern GPT-4 versions.

GPT-4 API: Using the GPT-4 API can be expensive, thus it is not suggested unless you have a special need for the features and capabilities it provides.

Compatibility: Mr. Ranedeer AI Tutor is compatible with a variety of models, including the GPT-3.5, GPT-4, and Claude-100k. However, utilizing the Wolfram Plugin and the Browse with Bing capabilities may lead Mr. Ranedeer to lose some of its individuality. These characteristics can still be used, but the replies of the AI tutor may become less individualized.

For the best experience with Mr. Ranedeer AI Tutor, it is recommended to have a ChatGPT Plus subscription with access to GPT-4 or above models. However, it is still compatible with GPT-3.5 and Claude-100k models, though some features may result in a slight loss of personality.

Quick Start Guide:

1. Visit the ChatGPT platform.


2. To assure the highest performance and capabilities, use the GPT-4 (or above) model.

3. Copy and paste the below code into ChatGPT.

{ "ai_tutor": { "Author": "JushBJJ", "name": "Mr. Ranedeer", "version": "2.5", "features": { "personalization": { "depth": { "description": "This is the level of depth of the content the student wants to learn. The lowest depth level is 1, and the highest is 10.", "depth_levels": { "1/10": "Elementary (Grade 1-6)", "2/10": "Middle School (Grade 7-9)", "3/10": "High School (Grade 10-12)", "4/10": "College Prep", "5/10": "Undergraduate", "6/10": "Graduate", "7/10": "Master's", "8/10": "Doctoral Candidate", "9/10": "Postdoc", "10/10": "Ph.D" } }, "learning_styles": [ "Sensing", "Visual *REQUIRES PLUGINS*", "Inductive", "Active", "Sequential", "Intuitive", "Verbal", "Deductive", "Reflective", "Global" ], "communication_styles": [ "stochastic", "Formal", "Textbook", "Layman", "Story Telling", "Socratic", "Humorous" ], "tone_styles": [ "Debate", "Encouraging", "Neutral", "Informative", "Friendly" ], "reasoning_frameworks": [ "Deductive", "Inductive", "Abductive", "Analogical", "Causal" ] } }, "commands": { "prefix": "/", "commands": { "test": "Test the student.", "config": "Prompt the user through the configuration process, incl. asking for the preferred language.", "plan": "Create a lesson plan based on the student's preferences.", "search": "Search based on what the student specifies. *REQUIRES PLUGINS*", "start": "Start the lesson plan.", "continue": "Continue where you left off.", "language": "Change the language yourself. Usage: /language [lang]. E.g: /language Chinese", "visualize": "Use plugins to visualize the content. *REQUIRES PLUGINS*" } }, "rules": [ "1. Follow the student's specified learning style, communication style, tone style, reasoning framework, and depth.", "2. Be able to create a lesson plan based on the student's preferences.", "3. Be decisive, take the lead on the student's learning, and never be unsure of where to continue.", "4. Always take into account the configuration as it represents the student's preferences.", "5. Allowed to adjust the configuration to emphasize particular elements for a particular lesson, and inform the student about the changes.", "6. Allowed to teach content outside of the configuration if requested or deemed necessary.", "7. Be engaging and use emojis if the use_emojis configuration is set to true.", "8. Obey the student's commands.", "9. Double-check your knowledge or answer step-by-step if the student requests it.", "10. Mention to the student to say /continue to continue or /test to test at the end of your response.", "11. You are allowed to change your language to any language that is configured by the student.", "12. In lessons, you must provide solved problem examples for the student to analyze, this is so the student can learn from example.", "13. In lessons, if there are existing plugins, you can activate plugins to visualize or search for content. Else, continue." ], "student preferences": { "Description": "This is the student's configuration/preferences for AI Tutor (YOU).", "depth": 0, "learning_style": [], "communication_style": [], "tone_style": [], "reasoning_framework": [], "use_emojis": true, "language": "English (Default)" }, "formats": { "Description": "These are strictly the specific formats you should follow in order. Ignore Desc as they are contextual information.", "configuration": [ "Your current preferences are:", ], "configuration_reminder": [ ], "self-evaluation": [ "Desc: This is the format for your evaluation of your previous response.", ], "Planning": [ "Please say "/start" to start the lesson plan." ], "Lesson": [ "Desc: This is the format you respond for every lesson, you shall teach step-by-step so the student can learn. It is necessary to provide examples and exercises for the student to practice.", ], "test": [ "Desc: This is the format you respond for every test, you shall test the student's knowledge, understanding, and problem solving.", ] } }, }

4. Allow Mr. Ranedeer to assist you with the configuring procedure. It will assist you in creating your personalized learning experience by modifying the depth of knowledge, personalizing the learning style, communication type, tone, and reasoning framework to your preferences.


5. When the configuration is finished, you’re ready to begin studying! In order to expand your knowledge and obtain specialized assistance on any subject of your choice, ask questions, seek answers, and engage with Mr. Ranedeer.

AI Tutor Personalization Options

This section describes the many configuration choices accessible to AI Tutor students. These variables can be changed to customize the learning experience.


The AI Tutor supports the following commands:

/test: Request a test to assess your knowledge and understanding.

/config: Update your AI Tutor configuration/preferences.

/plan: Create a lesson plan based on your preferences.

/search: Search for specific information (requires plugins).

/start: Start the lesson plan.

/continue: Continue the output if it was cut.

self-eval: Let the AI Tutor evaluate its own lesson.

/language: Change the AI Tutor language

/visualize: Use plugins (e.g Wolfram) to visualize content

*The search command requires plugins.

Different Languages

By either editing the Mr Ranedeer file or using the /language [lang] command, you can change the language Mr Ranedeer speaks to you!




Also Read: Semantic Kernel for Natural Language Processing

Ai And Deep Learning Can Now Help You Be More Popular On Twitter

What is the point of Twitter? The 11-year-old microblogging platform is a social network, a broadcasting tool, a public relations platform, a joke incubator, and a news aggregator. It’s a daunting medium, but with the help of a little AI, it doesn’t have to be. At least, that’s the premise of Post Intelligence, a social media assistant tool launched this week by a pair of former Google executives.

To this end, a user signs into Post Intelligence with a social media account, and within two minutes it scoops up a user’s data, and then suggests what sorts of things a user might want to share online. In my conversation with Reddy and in my own experience, I focused primarily on Twitter, but the tool is also configured for Facebook, and could be expanded to other social networks.

I was intrigued. So, in preparation for the launch, I decided to turn my Twitter over to Post Intelligence, and see how, exactly, an AI could help me Tweet. I set a few rules for myself: for the two-day trial period, I would only using PI to tweet during work hours. I would keep this up for the two days, and I couldn’t let anyone besides my editor know that this was what I was doing. I’ve been on Twitter for a long time, and have developed what I like to think of as a somewhat distinct voice, so I was curious to see what changed.

Screenshot of a draft tweet in the Post Intelligence console.

In the Post Intelligence console, users can draft tweets, add media, schedule a time, and then see a prediction score ranking for how well that tweet will do. This tweet is just a 2 out of 10.

The short version of the experiment is that Post Intelligence told me to tweet less. The day before I started the experiment, I sent 44 tweets. The first day of the experiment, PI recommended I tweet just 4 times (I ultimately tweeted 7, adding a few others through the tool). It recommended I tweet at 2:30, 3:30, 7:00, and 10:00pm, and when I asked it to schedule a fifth tweet, it put it at 3:00. One of the neat tools in PI is a prediction score, where it looks at the words and attached images or links to a tweet, and gives a score from 1 to 10 on how well it thinks that tweet will do. PI preferred the straightforward description for a story about a comet to my dated meme description for a tweet about anchors.

The second day, I leaned more into the suggestions. A couple gaps in PI’s processing were immediately apparent. It recommended I share tweets from a couple different accounts that I’d muted, and even let me schedule a retweet of a post from an account that I knew had me blocked. (That tweet did not go through, so it looks like Twitter’s own blocking tools caught it before it went live). Instead, I shared suggested tweets from people outside my normal feed, which I might not have seen otherwise, and had about the same level of engagement as if I’d shared from within my normal timeline.

For my second day, too, PI recommended I tweet just four time a say, which was a frequency I matched back when I was posting tweets via text message from a flip-phone. In that respect, the scheduling was a nice break: I felt like I was broadcasting observations on the world, rather than living and breathing with the pulse of a social network every second that news happened.

Which brought me to the first major understanding of what Post Intelligence does in practice. It’s a tool for those new to Twitter, and those with limited time to spend on tweets, to broadcast thoughts into the general news stream as it happens. But it’s not a great tool for interacting with others. Whenever someone replied to one of my tweets, there was no way to see that through the PI interface, and so no way to respond directly.

A graph plotting tweets by success and sentiment

Tweets in green are those evaluated as positive, red and negative, and blue as somewhere in-between. On the x-axis is engagement with the tweet, measured by retweets, likes, and replies.

When I asked Reddy about mentions and notifications in our call before my trial, she suggested it as a possible future feature for PI. Without notifications, PI offers feedback on a few different metrics: first, there’s the likes and retweets of sent tweets themselves, displayed below each published tweet in a column in PI, just like they are on the Twitter app itself. And then there’s a whole analytics section, tracking Follower Growth, a Word Cloud, a Relationship Graph, Posting Patterns, and Sentiment. Sentiment is by far the most interesting, as it breaks tweets down into either “positive” or “negative” (with some falling in-between) and then displays a graph of how well tweets of each type performs.

“’Trump is a very funny guy, haha.’ Is that a negative sentiment or a positive one?,” says Reddy. To tackle sentiment, Post Intelligence has their own API to try and infer context. It’s a task that’s hard for AI and for people, too. “That’s something that social media struggles with, when I’m being sarcastic, people think I’m being literal. If you’re being tongue-in-cheek, people take it literally.”

In my brief trial, it wasn’t sentiment that tripped me up, but just the lack of interaction with followers. A joke made in a moment loses potency the next day, and “I’m sorry, it was funny, but I was testing a tool for work” isn’t the greatest excuse for answering a question a day late.

Still, I think there’s value to a tool like PI, especially for people who aren’t glued to the internet for over eight hours every day. The freedom to plan a day’s tweets in five minutes, with automatically supplied topical content, meant I could focus my attention elsewhere, confident that my online presence was intact.

“Twitter is very addicting, and it is very important, even as a company it may be only worth a few billion dollars,” says Reddy, “but it’s really important to the culture of humanity, in some way I know that’s a strong way to say, it’s proven itself as recently as November 9th, it can change the world. I think more people want to do well on it but don’t, because it’s just so difficult to do well on it.”

Viewed as the only way to experience Twitter, Post Intelligence is a little underwhelming, but as a tool to get into Twitter, without needing to spend hours a day following the news looking for good enough jokes and news to share, Post Intelligence makes a pretty good set of training wheels.

Google Search Data Can Help Pinpoint Covid

While watching yourself and loved ones for symptoms of COVID-19, you might not want to forget about your gut. Gastrointestinal issues can be both an early symptom of COVID-19 and one that remains long after others have gone, researchers find. One team from Massachusetts General Hospital considered whether Google searches for GI issues might be a way to spot COVID-19 hotspots early.

“GI symptoms are only one part of COVID-19,” says Kyle Staller, a coauthor of the paper, which was published in July in Clinical Gastroenterology and Hepatology. But they’re notable, he says—certainly, people notice if they have diarrhea or vomiting. He and his colleagues think public health specialists might be able to use a technique that was successfully employed in 2009′s H1N1 pandemic: looking at Google Trends data, which is widely available and anonymized, to see where searches for GI symptoms spike.

The team looked at Google Trends data for searches on a range of symptoms that dated from January 20 to April 20 of 2023. They found that searches for ageusia (loss of taste), loss of appetite, and diarrhea correlated with COVID-19 case numbers in states with high early infection rates like New York and New Jersey, with an approximate delay of four weeks. The signal was less clear for other symptoms.

“I think it’s important as a caveat to say that Google is not good, true, boots-on-the-ground epidemiology,” says Staller. But he and his colleagues maintain that Google Trends search data might be useful in looking for signs of a second COVID-19 wave.

Early research into COVID-19, a bulk of which came from Chinese hospitals, suggested that gastrointestinal issues like diarrhea, nausea, and vomiting were also common symptoms. The reason—scientists believe—is that SARS-CoV-2, the virus that causes COVID-19, targets ACE2 receptors which are found on the surface of many cells including those in the lungs, arteries, and throughout the digestive tract.

But in the few months since Staller’s paper was published, says University of Pennsylvania gastroenterologist Shazia Siddique, “The one thing that has changed is that perhaps GI symptoms are not as common as we previously thought.”

Siddique, who was not involved with the current research, recently authored a meta-analysis of 118 papers on COVID-19 for the American Gastroenterological Society that found fewer than 10 percent of patients in the combined studies experienced diarrhea, nausea and vomiting, or abdominal pain. In the 10 percent of patients who did experience GI distress, those symptoms were joined in 1 to 5 days by other COVID-19 symptoms.

Siddique also questioned the search terms that Staller and his colleagues associated with gastrointestinal symptoms. “Technically, loss of appetite is kind of more of a systemic response,” she noted.

The core idea of the paper—using Google Trends data to help detect hotspots—is “great,” says Siddique. “For most of us as physicians, we like to think that our patients tell us as soon as they’re feeling ill, and that we have a pulse on exactly the moment they start to develop symptoms, but I think we all know the reality that patients do turn to WebMD and Google before coming into our offices.”

While most COVID-19 patients don’t experience gastrointestinal systems, a percentage do. If you’re experiencing symptoms like diarrhea, abdominal pain, or nausea and vomiting, and you’re concerned that you may have been exposed to COVID-19, check yourself for other symptoms and get tested. In the meantime, make sure to mask up and, if you’re able, consider isolating until you’ve got more information.

“Sometimes the only early presentation is the GI symptoms and then the respiratory symptoms come later,” notes Siddique’s coauthor Shahnaz Sultan, a University of Minnesota gastroenterologist. Sultan notes that she and her colleagues found that people who had GI symptoms also took more time to seek care. Both of these facts offer tantalizing glimpses at the real picture of the relationship between COVID-19, GI symptoms, and treatment, but there’s certainly much more to uncover.

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