With different visions of the future digital world known as the metaverse emerging, what role will artificial intelligence (AI) play in it? Will it improve inclusivity or, on the contrary, contribute to a more differentiated digital world?
The term “metaverse” is primarily used to refer to the expected future iteration of the Internet, often referred to as Web 3.0. This evolution of the Internet should see the emergence of 3D environments, or truly integrated Internet environments. Its users will have access to virtual reality and augmented reality experiences. Several companies are already working on creating services for this new digital world. Even tech giant Facebook changed its name to Meta.
All of this shows that the metaverse aims to become the next big consumer technology. Much has been written about the role of the blockchain in the metaverse. This is partly due to the huge hype around NFT. But what about the intersection of AI and AI? The next few lines talk about it.
Artificial Intelligence (AI) in the metaverse
AI can play an important role in the future of metaverse, not only From a product perspectivebut also consider How can you make the metaverse more inclusive.
Comprehensive user interfaces
One of the keys to the metaverse’s potential success is The promise of highly immersive experiences. It has the ability to improve social interactions. But this can be a huge hindrance to people with disabilities Access to this futuristic digital world. In addition, people with lower levels of digital skills may find themselves From this new economy and social experience.
Artificial intelligence should play an integral role in Ensures everyone has access to the metaverse. This can present Image recognition For people with visual impairments, automatic translation or some Brain-computer interfaces for the most vulnerable.
IAOps (Artificial Intelligence Operation Systems)
According to Coinbase, the platform needed to support the metaverse should always be Active and widely scalable. In such a difficult scenario, AIOps will play a suitable role for Manage all necessary infrastructure. This includes hardware, software, and communications.
And as a reminder, IAOps is A combination of Big Data and Machine Learning To automate IT operations processes, including event correlation, anomaly detection, and causation determination.” Availability of these capabilities will be essential to ensure The robustness of the metaverse infrastructure. It will also be used to provide information on activities related to the higher classes.
Optimizing smart contracts
The metaverse promises to allow creators and users Easily exchange digital assets and rights. It will protect ownership while removing it from the big tech companies. But will this promise be fulfilled?
Adidas has for example Launched the first NFT. Purchases are limited to 2 per person. But the sale ended in less than a second. One person managed to buy 330 of them in one deal. Is this really the future democratization of the internet ? Yes, power may shift away from the big corporations. But it doesn’t seem to be up to the people, just the few, in this case with software skills.
In this case, Optimizing smart contracts, integrating artificial intelligencecan help identify such scenarios. Infrastructure information related to transactions They can be used to track this type of “anti-democratic” activity.
Artificial Intelligence for Immersive Digital Worlds
One of the best examples of this group of techniques is Omniverse from NVIDIA. The set of components offered by this platform to create digital worlds and simulate real worlds is simply impressive.
of building and Huge worlds simulation To virtual environments for autonomous robotics / AI testing of AI audio technologies, NVIDIA Technologies is A good example of how artificial intelligence will be a key factor in creating digital spaces in which social interactions will occur in the metaverse.
Artificial intelligence as a creative partner
The latest models of natural language processing have opened the door to the use of artificial intelligence as a creative partner. This generates a Creative writing based on user input. Artificial intelligence can generate creative writing, but also Realistic photos From very simple text or graphics descriptions. It is with techniques such as wave where GauGAN2 From NVIDIA.
Create an accurate avatar
Users at the center of the metaverse will determine the accuracy of your avatar Experience Quality. The AI engine can analyze user 2D images or 3D scans To provide a highly realistic simulation display.
It can then track a variety of facial expressions, emotions, hairstyles, and more. to Make your avatar more dynamic. In order to create avatars for the metaverse, many companies are turning to artificial intelligence, including but not limited to Ready Player Me. In addition, Meta is already working on its own version of the technology.
AI to improve social networks in the metaverse
One of the main purposes of metaviruses is Improve your social media experienceat Digital self-improvement and digital personalization. If this will allow each user’s experience to be as unique in the digital world as in the real world, it will also rise Challenges in terms of inclusion and safety for minorities and children. How can AI improve social media in Metaverse?
Some efforts are already in place Create more inclusive and safer experiences For minority groups in social networks. Some focus on Preventing abuse and hate speech. Others focus on calculating the importance of content to minority groups.
These are just a few ideas about how AI can help create different and holistic experiences in the metaverse. We’ll see who Many creative use cases in the future.
Challenges around artificial intelligence in the metaverse
It is important to keep in mind that the metaverse is a new area of research and exploitation. Thus, the application of artificial intelligence may encounter problems. There may be questions about:
- Characteristics of AI-generated content : Who owns the copyright and can benefit from AI-generated virtual reality content and worlds?
- Deep fake and user transparency : How do you make sure that users know they are interacting with AI and not with other humans? How do you prevent deepfakes and fraud?
- Fair use of AI and MLCan users legally apply artificial intelligence/machine learning techniques to inverse interactions? For example, can they use AI code to win games?
- The The right to use data to train artificial intelligence models : How can we ethically train AI on the metaverse? What are the approval mechanisms involved?
- Responsibility for AI bias : If a human numerical or similar artificial intelligence algorithm exhibits bias, what recourse is there?
in the end of the day, Without AI, it would be difficult to create an engaging metaverse experienceIt is original and scalable. That’s why companies like Meta work closely with think tanks and ethics groups to Contain AI risks without limiting technology capabilities. See also our profile on the dangers lurking in the metaverse.
Supercomputers, Artificial Intelligence, and the Metaverse
A supercomputer is a file A very high performance PC. This performance far outstrips any laptop or desktop computer available to consumers. Thus, it can be used for Processing large amounts of data and extract basic information. These computers can perform the most complex computing operations.
The supercomputer market is expected to grow at a rate Compound annual growth rate of about 9.5% from 2021 to 2026. The increasing adoption of cloud computing and cloud technologies will fuel this growth, as will the need for systems that can accommodate larger data sets to train and run AI.
The industry has exploded in recent years, with notable achievements that have helped spark public interest. In addition, companies around the world strive to outperform and Overcome the competition in their supercomputer projects.
at the end of January, dead It announced on social media that it would develop an artificial intelligence-powered supercomputer. According to this company, one day it will be The world’s fastest supercomputer. The purpose of this tool is to power the next generation of artificial intelligence algorithms. The first stage of its creation has already been completed. By the end of 2022, the second phase should be completed.
What does this mean for the future of artificial intelligence?
dead promise The Many Revolutionary Uses of SupercomputersFrom lightning-fast gaming to seamless instantaneous translation of staggering amounts of text, images and videos at once. Think of a group of people who speak different languages simultaneously and can communicate seamlessly.
It can also be used for Analyze huge amounts of photos or videos Searching for malicious content, or recognizing a face among a large crowd. The computer will also play a major role in the development of the next generation of artificial intelligence models. It will power the metaverse and provide a foundation upon which future metaverse technologies can be built.
But the implications of all this power mean its existence Serious Ethical Considerations for the Use of the Meta SupercomputerAnd for supercomputers in general.
Ethics and artificial intelligence
New technologies have always been in demand Community conversations about how to use it. Supercomputers are no different in this respect.
Although AI has solved some important and complex problems in the world, there are still some flaws. These defects are not caused by artificial intelligence algorithms. they rather The direct result of data entered into artificial intelligence systems. If the data being fed into the systems has bias, then The result of an AI calculation must bear this bias.
The age of artificial intelligence also brings key questions On human privacy and the confidentiality of our thoughts. To address these concerns, we need to think seriously about our interaction with AI. When examining the ethical structures of AI, one must ensure that its use is transparent, explainable, impartial and accountable. Please feel free to consult our human rights profile on Metaverse.