what is the role of AI (artificial intelligence) in this world?

As different visions of the future digital world known as the metaverse emerge, what role will artificial intelligence (AI) play in it? Will it promote inclusiveness or, conversely, contribute to creating a more discriminatory digital world?

The term “metaverse” is primarily used to refer to an anticipated future return to the Internet, often referred to as Web 3.0. This evolution of the Internet should see the rise of the 3D or virtually integrated online environment. Its users can access virtual reality and augmented reality experiences. Many companies are already working to create services for this new digital world. Even tech giant Facebook has changed its name to Meta.

All of this shows that the metaverse aims to be the next big consumer technology. Much has been written about the role of the blockchain in the metaverse. In part, this is due to the huge hype about NFT. But what about the intersection of metaverse and artificial intelligence or AI? The few lines that follow talk about this.

Artificial intelligence (AI) in the metaverse

AI could play a relevant role in the future of the metaverse, not only from a product perspectivebut also considered how he can make the metaverse more inclusive.

Inclusive user interfaces

One of the keys to potential success in the metaverse is the promise of extremely interesting experiences. It has the potential to enhance social interaction. But it can be a big blockage for People with Disabilities access to this future digital world. In addition, people with low levels of digital proficiency may find themselves from this new economy and social experience.

AI should have a fundamental role to play guarantee everyone can get to the metaverse. It may offer image recognition for people with visual impairments, automatic translation or others brain-computer interfaces for the most vulnerable.

IAOps (Artificial Intelligence Operations Systems)

According to Coinbase, the platform needed to support the metaverse should be consistent active and massively scalable. In such a difficult scenario, AIOps will play an important role managing all necessary infrastructure. This includes hardware, basic software and communications.

As a reminder, IAOps are the combination of “big data and machine learning to automate IT operations processes, including event correlation, anomaly analysis, and causal determination. ”The availability of these capacities is essential to ensure strength of the metaverse infrastructure. It will also be used to provide information on activities related to the upper layers.

Improved smart contracts

The metaverse promises to allow creators and users easily exchange digital assets and rights. It will protect the property while disintermediate it from large technology companies. But will this promise be fulfilled?

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Take Adidas, for example launched the first NFT. Purchase is limited to 2 per person. But the sale ended in less than a second. And someone was able to buy 330 of them in one transaction. Is this really the future of democratization of the internet ? Yes, power can be transferred from big business. But it doesn’t seem to be for people, very few, in this case with software skills.

In this case, improved smart contracts, AI integrationhelp identify such scenarios. Infrastructure information related to the transaction can be used to track this type of “undemocratic” activity.

AI for the immersive digital world

One of the best examples of this set of technologies is The Omniverse at NVIDIA. The set of components offered by this platform to create digital worlds and simulate real worlds is astounding.

AI metaverse

From the building and simulation of large worlds in virtual environments for testing autonomous robots/AI with AI voice technologies, NVIDIA technologies a good example of how AI can be key to creating digital spaces where social interactions take place in the metaverse.

AI as a creative partner

The latest natural language processing models open the door to using AI as a creative partner. This will create a creative writing based on user input. AI can do creative writing, but also realistic images from text descriptions or very simple drawings. This is the case with technologies like SLAB hope GauGAN2 from NVIDIA.

Accurate avatar creation

Users are in the center of the metaverse and the accuracy of your avatar will determine quality in experience. An artificial intelligence engine can analyze 2D user images or 3D scans to offer a highly realistic simulated rendering.

She can immediately track different facial expressions, emotions, hairstyles, and so on. with making the avatar more dynamic. To create avatars for the metaverse, many companies have resorted to artificial intelligence, just to mention Ready Player Me. In addition, Meta already has its own version of the technology.

AI to improve social networks in the metaverse

One of the main purposes of the metaverse is improving the social media experienceon strengthening digital self and digital personalization. If it allows each user experience to be as unique in the digital world as the real world, it will also increase. challenges in terms of inclusion and safety for minorities and children. How can AI improve social media in the metaverse?

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Other efforts are already in place create more inclusive and safe experiences for minority groups on social networks. Others focus on avoid abuse and hate speech. Others focus on calculating the relative relevance for minority groups.

These are just a few ideas on how AI can help create differentiated and inclusive experiences in the metaverse. Let’s look from many creative use cases in the future.

The challenges around AI in the metaverse

metaverse and AI

It is important to remember that the metaverse is a new area of ​​research and exploitation. Therefore, the implementation of AI may encounter problems. You may have questions about:

  • AI -generated internal properties : Who owns the copyright and can benefit from AI generated VR content and worlds?
  • Deepfakes and user transparency : How do you make sure users know they’re interacting with the AI ​​and not with other people? How to prevent deep fakes and scams?
  • Equal use of AI and ML: Can users legally use AI/ML technologies in metaverse interactions? For example, can they use AI code to win games?
  • the right to use data for training AI models : How can we ethically train AI for the metaverse? What are the authorization mechanisms involved?
  • Response for AI bias : If a digital person or similar AI algorithm shows bias, how is there?

At the end of the day, without AI it is difficult to create a compelling metaverse experience, realistic and scalable. That’s why companies like Meta work so hard with think tanks and ethical groups covers AI risks without limiting the potential of the technology. See also our dossier on the dangers that exist in the metaverse.

Supercomputers, AI and the Metaverse

A supercomputer is a computer with a very high level of performance. This performance is more than any consumer laptop or desktop available. Therefore, it can be used for processing a lot of data and retrieving vital information. These computers can perform the most complex computer operations.

The supercomputer market is expected to grow at a compound annual growth rate estimated at 9.5% from 2021 to 2026. The increasing adoption of cloud computing and cloud technologies will spur this growth, as will the need for systems that can access large datasets to train and operate AI.

supercomputer

The industry has exploded in recent years, with landmarks having been made that have helped arouse public interest. In addition, companies around the world are trying to outperform and more than the competition of their own supercomputer projects.

At the end of January, Meta announced on social media that it would make an AI supercomputer. According to this company, it will one day be the fastest supercomputer in the world. The purpose of this tool is to run the next generation of AI algorithms. The first phase of its creation is over. And by the end of 2022, the second phase should be over.

What does this mean for the future of AI?

Meta misaad a much of the revolutionary use of its supercomputer. Imagine a group of people who speak different languages ​​simultaneously and can communicate fluently.

AI extends

It can also be used for analyzing multiple images or videos looking for harmful content, or to identify a face among many people. The computer also plays a key role in developing next -generation AI models. It will dominate the metaverse and provide a foundation on which future metaverse technologies can build.

But the implications of all this power mean there is serious ethical considerations for the use of the Meta supercomputerand for supercomputers more commonly.

Ethics and AI

New technologies are always needed social conversations about how to use it. Supercomputers are no different in this regard.

Even if AI solves some important and complex problems in the world, there are some flaws. These errors are not due to AI algorithms. They are instead the direct result of data fed into AI systems. If the data fed by the systems is biased, then the result of an AI calculation should carry this bias.

The AI ​​era also brings up key questions of human privacy and the confidentiality of our thoughts. To address these concerns, we need to seriously consider our interaction with AI. In examining the ethical structures of AI, one must ensure that its use is transparent, accountable, impartial and accountable. Don’t hesitate to consult our metaverse human rights file.

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