An app that lets anyone control a robot from their phone, no coding required


A team of researchers at Georgia Tech has developed a new smartphone-based system that could dramatically simplify how people interact with robots. Called COBALT, the platform allows users with little to no computing experience to remotely control robot arms from virtually anywhere in the world using just a phone and an internet connection.

The project, developed at Georgia Tech’s People, AI & Robotics (PAIR) Lab, transforms smartphones into motion controllers for robotic arms. Users simply move their phones in different directions, and the robot mirrors those movements in real time. Basic tasks such as grabbing, moving, and releasing objects can be performed through simple on-screen controls, making the experience feel more like playing a mobile game than operating industrial machinery.

Ayush Agarwal, a Ph.D. student in Georgia Tech’s School of Interactive Computing who leads the COBALT research team, said the system was intentionally designed to make robotics accessible to beginners rather than experts. During testing, participants from countries including India, Indonesia, and Pakistan remotely controlled robot arms located inside Georgia Tech’s lab despite having no prior robotics experience.

Researchers believe crowdsourcing could shape the future of robotics

The broader goal behind COBALT extends beyond convenience. Researchers believe the platform could solve one of robotics’ biggest challenges: collecting enough real-world training data to improve AI-powered robotic systems.

Modern robots require enormous amounts of policy training data to learn how to perform physical tasks reliably. According to Assistant Professor Animesh Garg, who directs the PAIR Lab, simulation alone is not enough to train robots for large-scale deployment. Instead, researchers envision a crowdsourced network where millions of smartphone users passively contribute operational data by remotely interacting with robots.

Garg compared the idea to tapping into the nearly five billion smartphone users worldwide. By lowering the barrier to entry, the team hopes to create a scalable global system capable of accelerating robotic learning and automation.

The technology could also have major educational implications. Georgia Tech researchers recently demonstrated COBALT to students from Midtown High School in Atlanta, allowing them to remotely operate robot arms using smartphones. The simplicity of the interface could make robotics education more accessible in classrooms without expensive equipment or specialized hardware.

A future “gig economy” for robots may not be far away

The researchers also believe COBALT could eventually support entirely new forms of remote work. Garg described the possibility of a robot-powered gig economy where people remotely operate assistive robots in homes, warehouses, or factories from anywhere in the world.

In practical terms, that could mean a factory robot autonomously handles most tasks but requests human assistance when it encounters a difficult situation. Instead of requiring on-site workers, remote operators could briefly take control through their phones before handing the operation back to the AI system.

Agarwal said user studies showed smartphones were preferred over VR headsets, keyboards, or traditional controllers because they felt more intuitive while still providing high-quality control data. The system also minimizes latency by using WebRTC technology, similar to platforms like Zoom and Google Meet, ensuring that robot movements and live video streams remain responsive even across long distances.

The research paper on COBALT is being presented this week at the IEEE International Conference on Robotics and Automation in Vienna, where the team is showcasing not just the technology itself, but the large-scale remote operation network built around it.



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Recent Reviews


The iPhone Shortcuts app reminds me of Minecraft. It might be relatively easy to jump into, but it offers nearly limitless potential, allowing you to build anything you want. The same holds true for the Shortcuts app, and that endless possibilities are what many iPhone users might find intimidating. But you don’t have to.

If you are new to iPhone shortcuts, think of them as little automated helpers. You can build them yourself or find ones that others have built and use them. And that’s the beauty of shortcuts. If you don’t want to get your hands dirty, you can find shortcuts others have created and tailor them to your needs. 

With that said, let’s check out my favorite shortcuts. These are not the best shortcuts on everyone’s list, but they are the ones I use daily to get things done faster and more efficiently.

App settings: stop digging through the settings app

Anyone who has spent more than five minutes hunting for an app’s permissions inside the Settings app knows how frustrating it can be. You have to open the Settings app, scroll all the way down, open the Apps section, scroll again to find your app, and only then can you enter its settings. 

This shortcut fixes that completely. It uses the Get Current App and Open URLs actions in the Shortcuts app to detect which app you are currently in and jump straight to its settings page. Once you set it up and add it to your Control Center, all you have to do is open the app, swipe down from the top, and tap the shortcut. 

It will automatically open the current app’s settings. It is genuinely one of the most practical shortcuts I have ever created, and you can download it using the link below. 

Get App settings shortcut

Apple Frames 4: make your screenshots look professional

If you ever share screenshots on social media, a blog post, or a presentation, this shortcut is for you. Apple Frames 4 is a free shortcut by Federico Viticci of MacStories, which can wrap your screenshots in a proper device frame.

The latest version is noticeably faster, supports all recent Apple devices, and even lets you choose frame colors and scale the images proportionally. What I love most about this shortcut is that it can take multiple screenshots as input and combine them in one image. 

All the images in this article have been created using the same shortcut. If you also take screenshots regularly, I can highly recommend this shortcut. I would also recommend you check out my favorite screenshot utility for Mac. It offers all the missing features of Mac’s built-in screenshot tool and then some. 

Get Apple Frames shortcut

Scan document: your pocket scanner is already in your hand

You don’t need a third-party app to scan documents on an iPhone. You don’t even need to open the Notes or Files app the usual way. With this shortcut, you can open the document scanner instantly and scan and save papers without any extra steps.

I have it in my Home Screen and use it whenever I need to quickly scan a receipt, a letter, or any paper document. It’s one of those shortcuts that sounds simple until you realize how much time it saves you every week.

Get Scan Documents shortcut

Resize & convert: resize images without downloading a third-party app

How many times have you shared a photo only to find out it was too large, or in the wrong format for where you needed it? Since the iPhone Photos app doesn’t let you resize an image or change its format, I found a simple shortcut to do it. 

The steps are pretty easy, too. You pick the image, set the size, and the shortcut handles the rest. I use this a lot when I need to send images for articles or posts that require specific dimensions. 

It handles a task I would otherwise have to do on my Mac or download a third-party app on my iPhone to complete. 

Get Resize & convert shortcut

Extract PDF pages: pull out only what you need

I deal with a lot of PDFs, and sometimes I need to extract a few pages to share or save. So I downloaded a shortcut that lets you select specific pages from a PDF and extract them into a new file.

It sounds like a small thing, but if you have ever had to send someone just two pages from a 40-page PDF, you know how handy this is. You don’t need to download any app, pay a subscription, or open your Mac. Your iPhone handles it in seconds.

Get Extract PDF shortcut

Clipboard history: because you always lose what you copied

This is one of the most underrated shortcuts on this list. While macOS has finally added a clipboard history feature with the macOS Tahoe update, the iPhone still doesn’t have a clipboard history. That means every time I copy something on my iPhone, it erases all the previously copied items. 

So I built a shortcut to work around it. Now, every time I copy something on my iPhone, it saves to a note, creating a running clipboard history I can refer back to whenever I need it. The only issue is that I have to run the shortcut manually for it to work. 

So that’s why I have added it to the Back Tap gesture (go to Settings → Accessibility → Touch → Back Tap) on my iPhone. Once I copy something I want to save, I simply tap the back of my iPhone three times to trigger the shortcut and save the copied item in a preassigned note. 

When you download the shortcut, make sure to edit it by tapping the three-dot menu and selecting the note you want to use as your clipboard history.

Get Clipboard History shortcut

Turn off mobile data when iPhone connects to Wi-Fi

To balance the manual activation of the last shortcut, I give you one that is pure automation. Once you set it up, you never have to think about it again. The shortcut uses the Shortcuts automation feature to detect when your iPhone connects to a Wi-Fi network and automatically turns off your mobile data.

I have also set up the companion automation that turns mobile data back on when you leave Wi-Fi. It saves battery life and prevents your phone from uselessly using mobile data when it doesn’t need to. Since this is an automation, there’s no way to share a downloadable link, but you can learn how to create this shortcut. The screenshot should give you the basics of how to do it.

My 7 favorite iPhone shortcuts

I know the Shortcuts app can feel intimidating at first, but most of these require very little setup, and the payoff is immediately obvious. Start with one that solves a problem you have right now, and before long, you will be building your own.

If you have an iPhone and are not using Shortcuts, you are missing out on one of the most powerful tools Apple has built. So, definitely give this a try, and your life will never be the same.



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