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How scientists are making the most of Reddit

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A hallway at Reddit's office in New York, with a large Reddit logo on the white wall

Reddit’s many ‘subreddit’ communities offer channels for discussing science and are of interest to social-media scholars.Credit: Amy Lombard/New York Times/Redux/eyevine

It has been almost 18 months since Elon Musk purchased Twitter, now known as X. Since the tech mogul took ownership, in October 2022, the number of daily active users of the platform’s mobile app has fallen by around 15%, and in April 2023 the company cut its workforce by 80%. Thousands of scientists are reducing the time they spend on the platform (Nature 613, 19–21; 2023). Some have gravitated towards newer social-media alternatives, such as Mastodon and Bluesky. But others are finding a home on a system that pre-dates Twitter: Reddit.

The site was founded in 2005, originally as one all-encompassing forum where users (known as redditors) could post content such as links, texts, images and videos. Anonymous user upvote (or downvote) and comment on each other’s content, deciding on what performs well enough to reach others’ feeds.

Today, Reddit is divided into communities, called subreddits, each with volunteer moderators who review content. These subreddits have names that begin with ‘r/’ and are devoted to all sorts of subjects, such as literature, solo travel and Washington DC. Reddit is regularly irreverent: r/trees is for people to share content about marijuana, whereas r/marijuanaenthusiasts is the place to look at trees. It is sometimes dangerous — some communities have amplified conspiracy theories. And there are subreddits devoted to science, ranging from the broad r/science to more specific ones, such as r/bacteriophages.

As of December 2023, according to Reddit’s own statistics, the site had 73 million daily active users, more than 100,000 active communities and had amassed over 16 billion posts and comments. In February 2024, it was the eighth most visited website in the world, ahead of both Amazon and TikTok (see go.nature.com/3tugxbq). And on 20 March, the company floated on the New York Stock Exchange, where it was initially valued at US$6.4 billion. With most researchers now needing to pay to download useful amounts of data on X, Reddit is another option to survey the Internet hivemind. Although changes made last year threaten researchers’ ability to pull data as easily as they once did, Reddit says access to its data continues to be free for non-commercial researchers and academics.

“As the social-media landscape started changing, we really started thinking about the other spaces besides Twitter that people are using,” says Nicholas Proferes, a social media researcher at Arizona State University’s School of Social and Behavioral Sciences in Phoenix, who co-authored reviews on the use of Reddit for research1,2. Here, Nature reports on how Reddit is providing scientists with continued avenues for connecting with other researchers, gathering data and engaging with the public.

Networking and collaboration

Yvette Cendes’s journey on Reddit began in 2014. Cendes, who is currently a postdoctoral scholar at the Harvard–Smithsonian Center for Astrophysics in Cambridge, Massachusetts, found herself with some downtime during her PhD studies in astronomy, and started poking around on the platform. She came across a thread in which users were panicking over how imminent γ-ray bursts from supernovae were going to wreak havoc and kill people — something that she knew to be untrue. She resolved to jump into the comments and clear things up, and this was the start of her science-communication career.

Since then, Cendes has made a name for herself on Reddit and even created her own subreddit, with nearly 17,000 members. “It’s a very good way to get good knowledge out there,” she says.

Scientists also use Reddit to get tips and tricks from other scientists. The r/biotech subreddit features news about biotechnology innovations and career advice; r/datascience is a community specifically for data-science professionals. There’s even a subreddit devoted to electron microscopy, from which users can seek guidance on the technology.

Portrait of of Yvette Cendes

Yvette Cendes discusses astronomy as a science and a career on Reddit.Credit: Floris Looijesteijn

Not everyone is as forthcoming with their names and credentials on Reddit, which can make networking a bit more challenging than on other sites, says Cendes. But the pseudoanonymity can also be beneficial. Groups such as r/labrats offer safe spaces for scientists to discuss their research or dilemmas with others of similar backgrounds (and these groups are sometimes used by science journalists looking for article ideas). The anonymity provides some protection for people to post without fear of retaliation, and to seek counsel. In one discussion, for instance, a user laments how their principal investigator published a paper based on their research without giving credit, and considers hiring legal support.

Reddit can also be a great jumping-off point for early-career scientists or those trying to pivot between specialties. Kevin Ortiz Ceballos, a graduate student at Harvard University’s Department of Astronomy, happened upon one of Cendes’ posts about how to become an astronomer back when he was in secondary school. He credits it with helping him to switch from literature to physics and eventually astrophysics. Engaging in conversations about professional astronomy before entering the field himself was a huge asset.

“The fact that Yvette made it so accessible gave me the tools I needed to take the necessary steps to study and prepare what I needed to get into astronomy grad school,” he says. The two have since connected in person, and even collaborated on a project that was recently submitted for publication.

With all of its subspaces, Reddit can be overwhelming at first. Cendes encourages potential users to take it slowly, find the communities they are most interested in and go from there — putting keywords in the search function and perusing the different subreddits that come up.

Research and analysis

The information embedded in posts and comments from Reddit’s millions of users can also be a treasure trove for researchers studying online behaviours. In 2022, NASA collaborated with master’s students at the University of British Columbia in Vancouver, Canada, to use Reddit data to locate landslides (see go.nature.com/3tlum6t). The team scraped the site for mentions of ‘landslide’, before analysing and validating relevant mentions to add to the NASA landslides database. According to the team, this verification was needed because a Reddit post about the song ‘Landslide’ by the rock band Fleetwood Mac might “give us insight about the changes and challenges of life, but it doesn’t do much for global disaster detection”.

A 2021 review2 in Social Media + Society, co-authored by Proferes, chronicled 727 manuscripts published between 2010 and 2020, that made use of Reddit data. These studies spanned all sorts of disciplines — from computer science to medicine to social science.

One reason that Reddit is ripe for research is that there are few bureaucratic hurdles to clear compared with what’s required for other studies involving human beings. “It is a publicly accessible web forum in the US and so is not considered to be human-subjects research,” says Proferes. Institutional review boards view Reddit research as “exempt from ethical review”, he says.

However, Proferes and his co-authors emphasize the need for intentionality and sensitivity when collecting data from the site. Consider a subreddit such as r/opiates. Data on substance use are often difficult to procure from in-person interviews or other social science methods, but because of Reddit’s anonymity, people are more open to sharing such information on the platform. However, using the subreddit for research could be seen as invasive by a community that considers itself a semi-private anonymous support network. Certain communities on Reddit are also wary of scientific researchers.

The 2024 review co-authored by Proferes1 lists some of these considerations and suggests steps such as obfuscating usernames in published work and collaborating with moderators.

“Academia and data populations have a very sore history of, frankly, academics coming in and just taking,” says Proferes. The online community “is not getting any benefit whatsoever. It is very exploitative. There’s some real historical reasons, too, why folks may be highly suspicious or dubious about researchers coming in, even in these digital spaces.”

Portrait of Sarah Gilbert

Research findings derived from Reddit posts should be shared with users, says Sarah Gilbert.Credit: Steven Shea

“It’s really easy when you’re working with these large data sets to just think of the data points in them as literal data,” says Sarah Gilbert, research director of the Citizens and Technology Lab at Cornell University in Ithaca, New York, and a co-author of the review. “Spending time in the community and learning the norms and actually reading it, it turns that data into people. It gives a better sense of who is going to be included, more like human-subject research.”

Gilbert also recommends sharing whatever published research comes out of trawling through Reddit data with those who provided the information. “Hopefully what you learnt is beneficial to the community so they can see data is used for something,” she says.

Connecting with non-scientists

Reddit can be a way for scientists to use their expertise to answer any questions the general public might have, says Cendes. She is a regular on r/space, educating users about topics such as the James Webb Space Telescope.

Kelly Zimmerman, a PhD candidate in ecology at Montclair State University in New Jersey, has connected with and educated other users on Reddit. When she started on the platform about 12 years ago, she mostly used it to find journal articles of interest on r/ecology and r/biology. But, like Cendes, she noticed how curious users were about scientific topics that were in her area of expertise, and she now often engages in discussions on subreddits such as r/whatisthisbug.

Although she previously used X, Zimmerman thinks that Reddit provides a more engaging experience. “I felt like I was just talking into a void — there wasn’t a lot of response on Twitter,” she says.

One way for scientists to try their hand at science communication on Reddit is through ‘ask me anything’ (AMA) sessions, in which researchers answer users’ questions in their own time. Moderators pull in verified researchers to provide responses — even renowned theoretical physicist Stephen Hawking participated. (To schedule an AMA with r/askscience, you can e-mail the moderators.)

With both AMAs and general discussion forums, there is an art to making sure that information is communicated effectively and succinctly. “We’re trying to keep it as scientific as possible, but in layman’s terms, so that non-scientists can understand cutting-edge science that’s coming out right now,” says Zimmerman, who also moderates some science subreddits.

Nathan Allen, a synthetic chemist based in Milwaukee, Wisconsin, and a former moderator at r/science, likens it to writing a persuasive e-mail. “On Reddit, you have got to convince the general public that this has some general interest to them, and you’ve got to develop it and build the message and make sure people stay on point,” he says. “You get a lot of practice writing concise explanations of complicated things that people who aren’t necessarily scientists are able to digest and understand.”

When using Reddit in any capacity, Zimmerman encourages scientists to make sure to read the rules before making a post or comment, and to mind their manners, just as they would on any other social-media platform. “Be polite,” she says. “Just because you’re an anonymous username doesn’t mean you should be rude to other people.”

Jennifer Cole, a biologist and anthropologist at Royal Holloway University of London, notes that using Reddit for scientific communication is not without its problems. Moderators do a lot of work behind the scenes and often face a torrent of abuse for trying to maintain standards, says Cole. And although using people’s real names can help with credibility, it can also make academics and experts targets for harassment and abuse. Although the site does not provide support for users who experience abuse, a spokesperson for Reddit noted that the platform has policies to prohibit both harassment and the sharing of personal or confidential information, and that these policies are enforced by the internal safety teams.

It can also be used to spread falsehoods. R/conspiracy has repeatedly posted misinformation about COVID-19 and vaccines. Climate deniers are also present on the platform, although a decade ago the science forum specifically banned climate change deniers. Asked about misinformation, the Reddit spokesperson said that because Reddit is governed by upvotes and downvotes, quality and accurate information tend to rise to the top.

Interviewees agree that Reddit is at its core a social media platform, and social media has the potential to be toxic. But when scientists engage, there’s also a lot of great scientific communication and debunking of misinformation. “Don’t be afraid to talk to the people,” Zimmerman says. Those “who are not scientists are just as curious as we are. There’s nothing special about being a scientist. We are like everybody else, and sometimes folks forget that.”

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Google Play Store making it easier to access search

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Last updated: March 25th, 2024 at 11:45 UTC+01:00

Google is finally giving some attention to the UI on its stock apps. It is bringing a unified look and feel to its apps and ecosystem of products. An upcoming design change to the Google Play Store will make it easier to access search within the app.

Google Play Store gets Search option on the bottom bar

In December 2023, Google started testing the placement of the search icon on the bottom bar of the Play Store app. Now, the new placement seems to be going live for some Android users. Some Galaxy users might be able to see this change when they open the Google Play Store the next time. It certainly makes accessing the search screen easier, as it now sits closer to your fingers.

Google Play Store Search Bottom Bar Test March 2024

With this change, there are now five icons on the bottom bar of the Play Store. Earlier, there were four icons: Games, Apps, Offers, and Books. However, when you access the new search option, it takes you to a new screen where the search bar is at the top, making this whole change a bit strange. This screen also displays search suggestions and trending app and game searches from around the world.

This new design is visible with the latest version of Google Play Store (version 40.1.19-31), but not everyone would have received it by now. It might take a few weeks before this design change appears on your device.

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Galaxy S24 Ultra’s Titanium Orange color is making a comeback in India

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When Samsung launched the Galaxy S24 Ultra in India, it made the phone available in three special edition colors, Titanium Blue, Titanium Green, and Titanium Orange, which were exclusive to the official online store, alongside three standard colors, Titanium Gray, Titanium Black, and Titanium Violet. However, for unknown reasons, the company discontinued the Titanium Orange color of the smartphone a couple of weeks after the launch, disappointing many prospective buyers. Well, the color is now making a comeback.

Samsung has now announced on its official online store for India that the Galaxy S24 Ultra will be available in the Titanium Orange color on the platform from 20 March 2024. If you were planning to buy the smartphone in this color and were disappointed that the company had discontinued it, you are in luck. However, since this is one of the most sought-after colors of the Galaxy S24 Ultra, it might run out of stock quickly. So, make sure to grab it while you have the chance.

Samsung Galaxy S24 Ultra Titanium Orange Is Coming Back To India On 20 March 2024

Along with that, Samsung has also announced Galaxy Ultra Days in India, during which, the company is offering benefits worth INR 18,720 with the Galaxy S24 Ultra. The promotional offer will be live till 22 March 2024. So you can even get amazing offers on the smartphone while getting it in the color you love. However, if you are someone who prefers smaller devices in the lineup, you should know that Samsung is also offering discounts on the Galaxy S24 and the Galaxy S24+ in the country during the company’s Holi Sale.

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Compact cameras are making a comeback as demand for Nikon Coolpix soars by over 8,000% – and it’s little to do with cameras

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It’s 2024, and retro-styled digital cameras like the new Fujifilm X100VI are very much in, but research by musicMagpie has delivered surprising findings about the genuinely retro tech that people are really searching for online.

While film photography is certainly in vogue, with Gen Z turning to point-and-shoot cameras like the Kodak Ektar H35, it turns out that digital compact cameras from the 2000s and 2010s, like the Nikon Coolpix S6900 (pictured above), are making a comeback.

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3 great tools for editing group shots without making a royal mess of it

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Every year around Christmas, I hang an ornament on the tree featuring a photo of my family. There we are, all four of us, in one shot, Except something is wrong with the photo; while we’re all dressed in our winter best, we don’t quite hang together as a unit. In fact, it becomes quite clear that this is not a natural group shot and is something I cooked up in Photoshop because I needed a nice family photo for the ornament frame. No one is fooled when they look at it. 

Suffice to say, I feel for Princess of Wales Kate Middleton, the royal who, in an apparent effort to convey normalcy in what might not be entirely normal times, did a bit of family portrait photo editing wizardry that didn’t all go according to plan. There are numerous artifacts in her final image, shared widely over the weekend to celebrate UK Mother’s Day. So many that the Royal Family eventually pulled the photo and Middleton fessed up to doing some creative photo editing.

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After seven years in the making, this adorable hand-drawn indie game is now available in full

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After seven years of development, indie visual novel game The Hayseed Knight is now available in full for PC on both Steam and Itch.io.

Helmed by solo developer Maxi Molina, the game follows a one-eyed farm boy called Ader as he pursues his personal quest to become the most celebrated knight in Acazhor – a fictional kingdom inspired by the Muslim-ruled regions of medieval Spain.

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How to Stop Siri Making Random Calls on Your iPhone

stop siri making calls

This guide is designed to show you how to stop Siri from making random calls on your iPhone, this is something that has happened to many people myself included, and is annoying Siri usually ends up calling someone on your contacts you would probably least like to speak to

I have noticed this happening more and more recently when using Siri with some AirPods, it happened this morning when I said to Siri “Turn the volume down” Siri’s response was “Calling random contact”, it then proceeded to call a random contact on my iPhone, which is annoying.

We will cover a range of different things that you can do to minimize Siri making random calls on your iPhone, whilst there is no way to completely stop this happening, you can minimize the chances of random calls being made on your iPhone when you are not trying to make a call.

Understanding the Culprits:

Before we dive into the solutions, let’s identify the potential culprits behind Siri’s rogue dialing. Here are some common suspects:

  • Misinterpretations: Siri sometimes mishears your voice commands, mistaking “read” for “call” or “remind” for “dial.” This can happen due to background noise, poor microphone quality, or even your own pronunciation.
  • Accidental Triggers: The “Hey Siri” hot word can be activated unintentionally, especially when using AirPods or Bluetooth headphones. Bumping the phone or even a loud sneeze can trigger the activation, leading to unintended calls.
  • Software Glitches: Occasional bugs in iOS can cause Siri to malfunction, leading to random calls or unexpected behavior.

Prevention is Key:

Now that we know the enemy, let’s arm ourselves with the tools to stop them:

  • Pronunciation Precision: Speak clearly and enunciate your words when using Siri. Avoid mumbling or speaking in a hurry, especially when requesting tasks related to calls or reminders.
  • Silence the Hotword: If accidental activations are the problem, consider disabling “Hey Siri” when you’re not actively using it. You can do this by going to Settings > Siri & Search and toggling off “Listen for Hey Siri.”
  • Update Regularly: Keep your iPhone software up-to-date. Apple frequently releases updates that fix bugs and improve Siri’s accuracy.
  • Limit Background Noise: If you’re in a noisy environment, use headphones or wait until you’re in a quieter place to use Siri.

Advanced Techniques:

For tech-savvy users, here are some additional tips:

  • Restrict Siri Access: You can turn off Contact Suggestions in Siri. Go to Settings > Siri & Seach > Suggestions and turn Contact Suggestions off.
  • Voice Control Off: If you rarely use Siri for calls, consider disabling “Use Voice Control with Lock Screen” in the Face ID & Passcode settings. This prevents Siri from making calls even when your phone is locked.
  • Hard Reset: If all else fails, a hard reset can sometimes resolve software glitches. However, remember to back up your data before performing a hard reset.

The suggestions outlined above are a starting point, and it’s important to remember that the most effective approach may differ based on individual circumstances. The intricate nature of voice recognition technology means that what works for one person may not work for another. It’s advisable to experiment with various combinations of these settings, taking into account factors such as your environment, the way you speak, and how you typically interact with your device. Through trial and error, you can discover the blend of adjustments that optimally aligns with your usage patterns and preferences.

Implementing these strategies can significantly reduce the occurrence of unintended calls, allowing you to regain mastery over your interactions with your digital assistant. This proactive management not only enhances the functionality of your device but also ensures that your communications remain purposeful and under your control. As you apply these tips, envision a future where every call is made with intent, and every conversation is a product of deliberate choice. Embrace this journey as a tech-savvy individual, and look forward to an era where your digital exchanges are not only efficient but also thoroughly enjoyable. With patience and persistence, you can create a more harmonious and intentional digital experience. Hopefully, Apple will fix this annoying bug with Siri on the iPhone so that it stops making random calls on your device.

Image Credit: Omid Armin

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Making a Space Mouse magnetic controller from scratch

DIY Space Mouse magnetic controller 3D printing project

3D designers that use 3D modelling software might be interested in a unique project by Salim Benbouziyane during which a magnetic controller is created for use with Fusion 360 another CAD and modelling applications. Imagine the ease of sculpting digital models with the flick of a wrist, rotating and zooming with a finesse that feels like second nature.

For those who work with computer-aided design (CAD) software, such as Fusion 360, the ability to smoothly navigate 3D models is crucial. A new do-it-yourself (DIY) space mouse has emerged, offering an intuitive way to interact with digital designs. This innovative tool is inspired by professional-grade devices that provide complete freedom to view designs from any angle, a feature that is essential for detailed work.

At the heart of this DIY space mouse is a three-axis magnetometer, which essentially acts as a joystick. It detects magnetic fields, allowing the user to move through the digital space with precision. The magnetometer is part of a well-thought-out spring system that ensures accurate and responsive control. To keep the device steady during use, it has a weighted base filled with steel balls. The programming behind this gadget is intricate, as it involves filtering and calibrating the magnetometer’s readings. This process is what translates the physical movements into the commands that navigate the CAD software.

DIY Space Mouse magnetic controller

Creating a seamless integration between the space mouse and the CAD software was one of the project’s significant challenges. The solution was to develop custom shortcuts that could mimic mouse and keyboard actions within Fusion 360. After thorough testing of prototypes, a final version was produced. This version was encased in a 3D-printed enclosure that not only looks professional but also houses additional features such as LED lighting and shortcut buttons. These enhancements not only make the device more functional but also add to its aesthetic appeal.

Here are some other articles you may find of interest on the subject of 3D printing :

The space mouse is designed to be wireless, which means it can be used in various workspaces without the clutter of cables. Although it currently offers a high level of control, the developers are considering adding an Inertial Measurement Unit (IMU) in future models. This would provide the full six degrees of freedom that professional-grade space mice offer. The performance of the device will continue to be tested and refined. For those interested in building their own, the project files have been made available.

This custom space mouse is a shining example of what can be achieved when ingenuity meets technology. It demonstrates that with a bit of creativity, an understanding of complex concepts, and the use of readily available technology, the way we interact with CAD software can be transformed. This device is not just a tool; it’s a bridge between the physical and the digital, making the design process more fluid and natural.

Image Credit : Salim Benbouziyane

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Don’t Fear the Robot: Taming ChatGPT and Making It Work for You

ChatGPT

The rise of large language models like ChatGPT has ignited a firestorm of both fascination and fear. We marvel at their ability to generate human-quality text, translate languages in real-time, and even write poetry. But alongside the awe comes a gnawing anxiety about the potential for these AI behemoths to usurp our jobs, stifle creativity, and even manipulate us.

Before we lose ourselves in dystopian fantasies, however, it’s crucial to remember that technology, like any tool, is ultimately wielded by human hands. ChatGPT, for all its sophistication, remains a powerful instrument waiting to be orchestrated. And just like any orchestra, the quality of the performance depends entirely on the skill and intent of the conductor.

So, how do we, the mere mortals of the digital age, tame this linguistic leviathan and make it work for us? Here’s a roadmap to harnessing the power of ChatGPT without succumbing to its potential pitfalls:

1. Know Your AI Tool

Before you unleash ChatGPT on your creative endeavors, take some time to understand its strengths and weaknesses. It’s a master of mimicry, capable of replicating existing writing styles with uncanny accuracy. But don’t expect it to conjure groundbreaking ideas or spark profound originality. Think of it as a highly skilled wordsmith, not a visionary novelist.

2. Prime the Pump

ChatGPT thrives on prompts – the initial instructions that guide its output. The more specific and thoughtful your prompts, the higher the quality of the results. Instead of asking for “a poem about love,” try “a sonnet depicting the bittersweet memories of a lost love.” The more detail you provide, the better ChatGPT can tailor its response to your vision.

3. Edit with a Keen Eye

Remember, ChatGPT is still a machine, albeit a very eloquent one. Its output will inevitably contain errors, factual inaccuracies, and even occasional nonsensical passages. Approach its creations with a discerning eye, ready to wield your red pen with surgical precision. This collaborative editing process is where the true magic happens, as you blend your human touch with the model’s computational power.

4. Embrace the Remix

Don’t let ChatGPT replace your own creativity. Instead, think of it as a playful collaborator, a brainstorming partner that can spark new ideas and offer unexpected twists on your own concepts. Use its suggestions as jumping-off points, not finished products. Take its generated paragraphs, poems, or scripts and mold them into something uniquely your own.

5. Fact-Check, Fact-Check, Fact-Check

ChatGPT, like any language model, is only as reliable as the data it’s trained on. Remember, the internet is a vast and messy place, and misinformation runs rampant. Always double-check any factual claims generated by the model, especially when dealing with sensitive topics like science, history, or current events.

6. Use it Ethically

With great power comes great responsibility. As powerful as ChatGPT is, it can also be misused. Don’t let it become a tool for plagiarism, misinformation, or manipulation. Use it for creative expression, education, and open-minded exploration, and remember that every keystroke you input shapes the outcome.

Summary

Beyond these practical tips, it’s important to remember that the relationship between humans and AI is still evolving. ChatGPT is just one step in a long journey of technological advancement, and our fear or fascination with it is a reflection of our own anxieties about the future. Instead of fearing the robot, let’s embrace the opportunity to learn from it, collaborate with it, and push the boundaries of what language can achieve together.

So, the next time you find yourself staring at the blinking cursor on your screen, don’t be intimidated by the possibilities that ChatGPT presents. Take a deep breath, summon your inner conductor, and start composing your digital symphony. With a little practice and a lot of human ingenuity, you’ll be surprised at the beauty and harmony you can create with this powerful linguistic machine. After all, the future of language is not a battle between humans and machines, but a duet where both voices blend to create something truly remarkable.

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Making money from GPTs in 2024

Ways of making money from GPTs in 2024

As we step into 2024, the realm of Generative Pre-trained Transformers (GPTs) has become a fertile ground for innovative business applications and a beacon for developers seeking to monetize this technology. The rapid evolution of GPTs has transformed them from mere conversation tools to sophisticated systems capable of driving business solutions and creating new revenue streams.

In this dynamic landscape, two critical areas stand out: building a strong reputation in the Open AI Marketplace and customizing GPTs for specific business needs. However, venturing into the world of GPTs requires more than just technical expertise; it demands a strategic approach and a deep understanding of the market.

This guide delves into these facets, offering insights and strategies for those looking to harness the full potential of GPT technology. Whether you are a seasoned developer or new to the field, understanding these key areas will be instrumental in your journey towards creating successful and impactful GPT applications.

How to make money from GPT  development

Firstly, keeping abreast of the latest advancements in GPT technology is essential. The field is rapidly evolving, with each iteration of GPT models offering enhanced capabilities. Understanding these advancements not only helps in creating cutting-edge solutions but also in anticipating future trends.

Secondly, identifying the niche market or specific business need that your GPT application will address is crucial. The versatility of GPTs means they can be adapted to a wide range of industries and functions, from customer service and content creation to more specialized applications like legal consulting or healthcare advice.

Thirdly, the ethical implications of GPT technology cannot be overlooked. As developers, it is imperative to consider the impact of your creations on privacy, security, and societal norms. Ensuring that your GPT applications adhere to ethical guidelines and regulations will be a key factor in their success and acceptance.

Finally, developing a keen sense of user experience and interface design can significantly enhance the effectiveness of your GPT applications. In a market where user engagement and satisfaction are paramount, the ease of use and intuitiveness of your application can make a substantial difference.

Other articles we have written that you may find of interest on the subject of designing and making custom GPT applications :

Building a Reputation in the Open AI Marketplace

For developers eager to leverage GPT technology for monetization, establishing a solid reputation in the Open AI Marketplace is crucial. This involves two key strategies:

  1. Creating High-Quality GPTs
    • Understanding User Needs: To create GPTs that resonate with the market, it’s imperative to have a deep understanding of user needs and preferences. This may involve conducting market research or engaging with potential users to gather insights.
    • Customization and Innovation: Standing out in the marketplace requires innovation. Developers should focus on creating GPTs with unique features or capabilities that address specific challenges or offer novel solutions.
    • Quality Assurance: Rigorous testing and refinement of GPTs ensure reliability and user satisfaction. This includes testing for accuracy, response relevance, and user-friendliness.
    • Continuous Updates and Support: Providing ongoing support and updates based on user feedback and technological advancements can significantly enhance the credibility and appeal of your GPT products.
  2. Developing a Robust Developer Profile
    • Showcasing Expertise and Experience: Your developer profile is your portfolio. It should effectively showcase your technical expertise, previous projects, and any unique skills or experiences that set you apart.
    • Engagement with the Community: Active participation in the marketplace community can elevate your profile. This could involve contributing to forums, collaborating on projects, or providing valuable insights and feedback to others.
    • Client Testimonials and Reviews: Positive reviews and testimonials from satisfied clients or users of your GPTs can greatly enhance your reputation. Encouraging users to leave feedback can provide social proof of your expertise and reliability.
    • Transparency and Trustworthiness: Be transparent about your GPTs’ capabilities and limitations. Building trust with users and clients is essential for long-term success.

Customizing GPTs for Business Applications

In the realm of custom software development and services, the Assistant API stands out as a powerful tool. This API is instrumental in creating AI assistants tailored for businesses, which can be a lucrative opportunity.

  • Prompting and the Assistant API: The process of prompting is key in guiding GPTs. The Assistant API enables developers to instruct GPTs on how to respond to a range of prompts, from simple commands to complex conversations. This is especially beneficial for businesses looking to implement AI for specific functions.
  • General vs. Custom Knowledge: GPTs come with pre-trained general knowledge, forming the base of their understanding. However, developers can infuse custom knowledge relevant to specific use cases using private data sets and APIs. For instance, a real estate company could develop a GPT with a private database of property listings to answer queries efficiently.
  • Actions: General and Custom: Like knowledge, actions that GPTs can perform are also categorized as general and custom. Developers can add custom actions using the Assistant API, tailoring the GPT to perform tasks unique to a business’s needs. A yoga coaching company, for example, might develop a GPT to guide users through yoga poses.

The journey through the GPT landscape in 2024 will be one of innovation, customization, and strategic community engagement. By focusing on creating high-quality, customized GPT applications and building a strong developer profile, individuals and businesses alike can unlock new opportunities and drive growth. The future of GPT technology in business is not just about what the technology can do; it’s about how creatively and effectively it’s applied to meet specific needs and goals.

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