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Hugging Face Opens New App Marketplace for Reachy Mini Robots With Over 200 Community-Created Apps

 




Artificial intelligence platform Hugging Face has launched a dedicated app marketplace for its Reachy Mini desktop robot, opening robotics development to a much wider audience beyond engineers and programmers.

The new Reachy Mini App Store arrives less than a year after the company introduced the low-cost robot in July 2025 following its acquisition of robotics startup Pollen Robotics. Unlike traditional robotics systems that often require technical expertise and expensive hardware, Reachy Mini was designed as a small desktop robot that ordinary users can experiment with at home or in workplaces.

The store already contains more than 200 applications created by community members. Owners of the robot can install these apps without paying additional fees. At present, developers cannot monetize their creations, although Hugging Face says the system may support paid apps later because the platform is built on its existing “Spaces” infrastructure for hosting AI applications.

According to Hugging Face CEO Clément Delangue, the company’s main objective is to remove the technical barrier that has historically made robotics inaccessible to most people. He explained that users without coding or engineering experience are now building working robot applications in less than an hour using AI-powered tools.

A major obstacle in robotics has long been the shortage of large public datasets. While large language models improved rapidly using enormous collections of publicly available software code from platforms such as [GitHub], robotics-specific programming data remains far more limited. This has traditionally made it difficult for AI systems to understand how physical machines operate or interact with hardware components.

To address this problem, Hugging Face developed a system that allows users to describe robot behaviors in normal language instead of writing complex code manually. For example, a user can simply instruct the robot to wave when greeted. An AI agent then generates the necessary code, checks whether it works within the robot’s hardware limitations, and prepares the application automatically.

The company says the platform supports multiple AI models rather than relying on a single provider. Developers can use Hugging Face’s own “ML Intern” tool or connect external models including GPT-5.5, Claude Opus 4.6, Gemini Live, Mini Max GM5, Kimmy 2.6, and Deep Sig V4 Pro. Official conversation-based apps currently use OpenAI Realtime and Gemini Live for real-time interaction.

Hugging Face argues that these higher-level software abstractions substantially reduce the amount of time needed to build robotics applications. Tasks that previously required weeks of integration work can now reportedly be completed within minutes.

The Reachy Mini itself is positioned as an affordable alternative to commercial robotics platforms. The company noted that robots from firms such as Boston Dynamics can cost tens of thousands of dollars, while some competing Chinese systems begin at more than $1,900.

Reachy Mini is available in two versions. The Reachy Mini Lite costs $299 plus shipping and connects to an external computer through USB for processing. The wireless edition costs $449 plus shipping and includes built-in computing hardware using a Raspberry Pi CM4 alongside Wi-Fi support.

Delangue said approximately 10,000 units have already been sold, including 3,000 purchases within the past two weeks alone. Hugging Face expects another 1,000 robots to ship within the next month.

People who do not own the robot can still experiment with the platform through a browser-based simulator that recreates the robot in a virtual 3D environment. Users can also duplicate existing apps through a feature known as “forking” and then modify them using AI instructions, such as changing a robot’s responses into another language.

The App Store forms part of Hugging Face’s broader “Le Robot” initiative launched in 2024 to publish open-source robotics code, tutorials, and hardware resources online. Unlike developer-focused repositories, the Reachy Mini App Store was designed specifically for non-technical users and hobbyists.

More than 150 creators have already contributed applications to the store, many without previous robotics experience. One example highlighted by the company involved 78-year-old retired marketing executive Joel Cohen, who has no technical training and is colorblind. Despite taking two weeks to assemble his Reachy Mini Lite, a process that normally requires only a few hours, Cohen used AI tools to create a robot assistant for CEO discussion groups held over Zoom. The system greets participants by name, verifies claims during discussions, summarizes conversations, and challenges shallow responses in real time.

Other applications developed by the community include a chess-playing robot that jokes about user mistakes, a productivity assistant that detects phone usage, a language-learning companion that corrects pronunciation, and a Formula 1 race commentator that narrates races live.

Delangue also described creating his own office receptionist application in under two hours. The system uses facial recognition to identify visitors, greet them, ask whom they are meeting, and automatically send notifications to employees.

According to Delangue, developing robotics software previously required deep specialization and months of work for people outside the robotics industry. Hugging Face believes combining low-cost hardware with AI agents capable of generating code could reshape how ordinary users interact with robots.

The company says its longer-term goal is to make robotics resemble the personal computer and smartphone markets, where hardware becomes widely available and software creation is no longer restricted to technical specialists.

Experts Say ‘Ghost Tapping’ Payment Scams Are Uncommon, But Consumers Should Still Stay Alert

 










As contactless payment systems become increasingly common at stores, public events, and seasonal markets, cybersecurity and payment security experts are reminding consumers to remain aware of how digital transactions work and to regularly monitor their financial activity. The warning follows growing discussions around so-called “ghost tapping” scams, a term used to describe situations where a payment could allegedly be processed through a smartphone’s tap-to-pay feature without the owner intentionally authorizing the transaction.

Despite online concern surrounding the issue, consumer protection specialists say incidents involving “ghost tapping” remain highly uncommon. Erin McGovern, a consumer protection official who has been monitoring complaints linked to the scam, said her organization has received fewer than 10 reports connected to these cases so far. However, she cautioned that risks associated with payment fraud may become more noticeable during busy shopping periods such as holiday markets, craft fairs, and seasonal events where large numbers of people rely on mobile payment systems for convenience.

At these public events, many vendors use portable payment terminals that allow customers to quickly complete purchases using smartphones or digital wallets instead of physical cash or bank cards. McGovern explained that while the speed and convenience of tap-to-pay technology make shopping easier, consumers should still remain careful about confirming the exact amount being charged before approving any transaction. She noted that shoppers sometimes become distracted in crowded environments, making it easier to overlook suspicious activity or incorrect payment totals.

The discussion around “ghost tapping” has raised concerns online because many consumers are unfamiliar with the technical limitations of contactless payment systems. Security specialists explain that tap-to-pay technology operates through Near Field Communication, commonly known as NFC. This wireless communication technology allows devices such as smartphones, smartwatches, and payment terminals to exchange encrypted payment information when placed extremely close together.

According to payment security experts, NFC technology only functions across a very short range, typically four centimeters or less. Michael Jabbara, Senior Vice President and Head of Payment Ecosystem Risk and Control at Visa, explained that the required distance is approximately the size of a small paper clip. Because of this limitation, an individual attempting to secretly trigger a payment would need to move unusually close to another person’s phone or pocket.

Jabbara stated that most people would naturally notice if someone entered their personal space to that extent. For that reason, experts say it would be highly difficult for a scammer to perform an unauthorized tap-to-pay transaction without drawing attention. While researchers acknowledge that such activity may be technically possible under certain conditions, they emphasize that it would be extremely unusual for it to happen without the victim becoming aware of suspicious behavior.

Still, cybersecurity professionals say the conversation surrounding “ghost tapping” highlights a broader and more realistic concern: many consumers fail to regularly review their banking activity or payment notifications. According to Jabbara, fraudsters often depend on victims ignoring account activity until the end of the month or waiting several weeks before reviewing statements. This delay can allow unauthorized purchases to remain undetected long enough for scammers to continue exploiting stolen payment information.

Financial security experts recommend reviewing banking applications, credit card activity, and digital wallet transactions frequently instead of waiting until a dispute becomes necessary. Early detection of suspicious purchases significantly increases the chances of stopping additional fraudulent activity and recovering lost funds.

Consumer protection authorities also note that individuals who believe they were targeted by payment fraud can dispute unauthorized charges directly with their bank or credit card provider. In some cases, victims may also submit formal complaints to their local attorney general’s office or consumer protection agencies for further investigation.

However, specialists say prevention remains the most effective defense against digital payment scams. One of the strongest recommendations from payment security experts is enabling instant transaction alerts through banking and credit card applications. Many financial institutions already use automated fraud-detection systems that analyze unusual spending behavior and risk patterns before approving transactions. Even so, transaction alerts provide another important layer of protection by notifying users immediately whenever money is spent through their account.

These notifications can help consumers quickly identify purchases linked to unfamiliar merchant names, unexpected locations, or payment amounts they did not approve. Experts say immediate awareness often prevents fraud from escalating into larger financial losses.

Another important safety measure is always requesting a receipt after making a purchase. Receipts serve as proof of payment and can become important evidence if consumers later need to challenge suspicious charges with their bank or payment provider. McGovern warned that vendors refusing to provide receipts or claiming that their payment system is suddenly malfunctioning could represent a potential warning sign of fraudulent behavior.

Cybersecurity analysts additionally point out that modern digital wallet systems, including services such as Apple Pay and Google Pay, already contain multiple layers of security protection. These systems rely on technologies such as tokenization and encryption, which help prevent actual card numbers from being directly exposed during transactions. Instead of transmitting sensitive banking details, digital wallets generate encrypted payment tokens designed to reduce the likelihood of financial data theft.

Although security protections built into modern payment platforms have substantially reduced many traditional forms of card fraud, experts caution that scammers continuously adapt their tactics as digital payment technology evolves. For that reason, cybersecurity professionals stress that awareness, regular account monitoring, transaction alerts, and cautious payment habits remain essential safeguards for consumers using contactless payment systems.