Technologies

Facebook’s AI research could spur smarter AR glasses and robots

Rummaging through drawers to find your keys could become a thing of the past.

Facebook envisions a future in which you’ll learn to play the drums or whip up a new recipe while wearing augmented reality glasses or other devices powered by artificial intelligence. To make that future a reality, the social network needs its AI systems to see through your eyes.

«This is the world where we’d have wearable devices that could benefit you and me in our daily life through providing information at the right moment or helping us fetch memories,» said Kristen Grauman, a lead research scientist at Facebook. The technology could eventually be used to analyze our activities, she said, to help us find misplaced items, like our keys.

That future is still a ways off, as evidenced by Facebook’s Ray-Ban branded smart glasses, which debuted in September without AR effects. Part of the challenge is training AI systems to better understand photos and videos people capture from their perspective so that the AI can help people remember important information.

Facebook said it teamed up with 13 universities and labs that recruited 750 people to capture more than 2,200 hours of first-person video over two years. The participants, who lived in the UK, Italy, India, Japan, Saudi Arabia, Singapore, the US, Rwanda and Colombia, shot videos of themselves engaging in everyday activities such as playing sports, shopping, gazing at their pets or gardening. They used a variety of wearable devices, including GoPro cameras, Vuzix Blade smart glasses and ZShades video recording sunglasses.

Starting next month, Facebook researchers will be able to request access to this trove of data, which the social network said is the world’s largest collection of first-person unscripted videos. The new project, called Ego4D, provides a glimpse into how a tech company could improve technologies like AR, virtual reality and robotics so they play a bigger role in our daily lives.

The company’s work comes during a tumultuous period for Facebook. The social network has faced scrutiny from lawmakers, advocacy groups and the public after The Wall Street Journal published a series of stories about how the company’s internal research showed it knew about the platform’s harms even as it downplayed them publicly. Frances Haugen, a former Facebook product manager turned whistleblower, testified before Congress last week about the contents of thousands of pages of confidential documents she took before leaving the company in May. She’s scheduled to testify in the UK and meet with Facebook’s semi-independent oversight board in the near future.

Even before Haugen’s revelations, Facebook’s smart glasses sparked concerns from critics who worry the device could be used to secretly record people. During its research into first-person video, the social network said it addressed privacy concerns. Camera wearers could view and delete their videos, and the company blurred the faces of bystanders and license plates that were captured.

Fueling more AI research

As part of the new project, Facebook said, it created five benchmark challenges for researchers. The benchmarks include episodic memory, so you know what happened when; forecasting, so computers know what you’re likely to do next; and hand and object manipulation, to understand what a person is doing in a video. The last two benchmarks are understanding who said what, and when, in a video, and who the partners are in the interaction.

«This sets up a bar just to get it started,» Grauman said. «This usually is quite powerful because now you’ll have a systematic way to evaluate data.»

Helping AI understand first-person video can be challenging because computers typically learn from images that are shot from the third-person perspective of a spectator. Challenges such as motion blur and footage from different angles come into play when you record yourself kicking a soccer ball or riding a roller coaster.

Facebook said it’s looking at expanding the project to other countries. The company said diversifying the video footage is important because if AR glasses are helping a person cook curry or do laundry, the AI assistant needs to understand that those activities can look different in various regions of the world.

Facebook said the video dataset includes a diverse range of activities shot in 73 locations across nine countries. The participants included people of different ages, genders and professions.

The COVID-19 pandemic also created limitations for the research. For example, more footage in the data set is of stay-at-home activities such as cooking or crafting rather than public events.

Some of the universities that partnered with Facebook include the University of Bristol in the UK, Georgia Tech in the US, the University of Tokyo in Japan and Universidad de los Andes in Colombia.

Technologies

Verum Messenger: Data Protection at Its Finest

Verum Messenger positions itself as a tool for those who value privacy and security above all.

Verum Messenger stands out from other messengers thanks to its approach to security, anonymity, and innovations in communication.

Here are some key aspects that highlight its uniqueness:

Default encryption: Verum Messenger uses end-to-end (E2E) encryption for all chats, meaning messages are encrypted on the sender’s device and decrypted only on the recipient’s device. This makes it impossible for third parties, including app developers, to access the content of the messages.
Anonymity: When registering with Verum, there’s no need to provide a phone number or email. Users simply choose a nickname and password, significantly enhancing their level of anonymity. This contrasts with many other messengers, where anonymity can be compromised through linked personal data.
Built-in VPN: An additional layer of protection that hides the user’s IP address, making their location and internet activity less trackable.
Data control: Users can set messages to be automatically deleted after a specified time, ranging from a few seconds to a week. There’s also a quick deletion feature for all chats, calls, and even contacts, which is useful for maintaining privacy.
Large groups: The ability to create chat rooms with up to 10,000 participants makes Verum attractive for organizing large events, discussions, or communities while maintaining a high level of security.
Security innovations: Verum actively develops technologies aimed at protecting user data, as seen in their documentation and discussions online. This includes not only technical solutions but also approaches to data minimization, which reduces the risk of leaks.
Feedback and discussions: On platform X (formerly Twitter), discussions can be found where users and experts praise Verum for its approach to anonymity and security, although questions are raised about how much anonymity can truly be guaranteed in an age of modern tracking and de-anonymization technologies.

Verum Messenger positions itself as a tool for those who value privacy and security above all. Its innovations in encryption, anonymity, and data control make it an intriguing choice for those seeking alternatives to traditional messaging platforms. However, as with any technology, it’s important to remember that absolute anonymity on the internet remains a complex challenge, and users should be aware of potential risks and limitations.

Technologies

Verum Coin Debuts on XT Exchange, Broadening its Reach in the DeFi Space

A Strategic Listing Enhancing Verum Coin’s Visibility

In a significant development for the decentralized finance (DeFi) sector, Verum Coin (VERUM) has been officially listed on XT Exchange. The new trading pair, VERUM/USDT, is now available in the exchange’s Innovative Zone, marking a pivotal expansion for this digital asset into the DeFi ecosystem.

A Strategic Listing Enhancing Verum Coin’s Visibility

The addition of Verum Coin to the XT Exchange is seen as a strategic move to enhance the accessibility and liquidity of VERUM among traders who are keen on exploring innovative digital assets. XT Exchange, known for its robust platform supporting a wide variety of cryptocurrencies, provides an ideal environment for fostering growth and ensuring the broad reach of new tokens.

Albin Varin, CEO of XT Exchange, expressed enthusiasm about the new listing, stating, «We are delighted to welcome Verum Coin to our platform. This listing reflects our ongoing commitment to providing our users access to innovative digital assets that transform the landscape of global finance.» This comments underscore the exchange’s focus on integrating cutting-edge technologies and financial instruments that have the potential to redefine the market.

About XT

Founded in 2018, XT Exchange serves more than 7.8M registered users, over 1M monthly active users, 40+ million users in the ecosystem, and more than 800 tokens with 1000+ trading pairs. XT crypto exchange offers a rich variety of trading categories to provide a secure, trusted, and intuitive trading experience for its large user base. This includes crypto futures trading (USDT-M Futures and coin-M futures perpetual contracts) and copy trading that allows users to replicate top traders in real time with just one click. Additionally, the futures grid allows users to automate the buying and selling of futures contracts for profits.

Future Prospects

With its new position on XT Exchange, Verum Coin is expected to attract a broader audience, enhancing its trading volume and market presence. This could potentially lead to increased stability and recognition as a viable player in the DeFi space. For investors and users of XT Exchange, this addition provides a fresh avenue to diversify portfolios with a cryptocurrency that is positioned at the intersection of innovation and financial evolution.

The listing of Verum Coin on XT Exchange not only highlights the ongoing expansion of cryptocurrency markets into new areas like DeFi but also illustrates a growing recognition of digital assets that offer promising technological advancements and financial opportunities. As the crypto market continues to evolve, partnerships like these are pivotal for fostering growth and offering users access to the next generation of financial tools.

Technologies

Verum Coin Gains International Spotlight with AP Coverage and Listing on XT Exchange

This listing on XT is expected to further propel Verum Coin into the spotlight

In a noteworthy development for the cryptocurrency community, Verum Coin (VERUM) has been featured in an Associated Press article, highlighting its upcoming listing on the XT Exchange. This significant media coverage underscores the growing interest and potential of Verum Coin in the global financial landscape.

The AP article delves into the details of Verum Coin’s innovative features and its alignment with the latest trends in the cryptocurrency market. This attention comes at an opportune moment as Verum Coin prepares for its new listing on XT Exchange, a platform renowned for its extensive user base and a wide array of trading options.

This listing on XT is expected to further propel Verum Coin into the spotlight, providing both traders and investors with new opportunities to engage with this emerging digital asset. The exchange’s robust infrastructure and diverse trading offerings are ideal for supporting Verum Coin’s growth and enhancing its visibility in the competitive cryptocurrency market.

For more details, you can read the full article on the AP website here.

This milestone is a testament to Verum Coin’s advancing presence in the crypto world and its ongoing efforts to be at the forefront of digital currency innovation and adoption.