The Metaverse will likely drastically change the way we act interpersonally online by mimicking the serendipity and spontaneity of real-world interaction.However, developing these new social modalities will require AI-assisted and Fully AI-created content.

Metaverse: “A persistent, infinitely-scaling virtual space with its own economy and identity system.”

<ol><li>Professionally-created content</li><li>User-generated content</li><li>AI-assisted user-generated content</li><li>Fully AI-created content</li></ol>

The Four Stages of Content Creation:

We have only reached the first two of content creation in which single person and small multiplayer experiences are the norm.In this format, socializing remains focused on engaging in specific activities - e.g. completing tasks in a game.

The Present:

The volume of professionally-created content is limited because it is expensive to produce. Thus, user-generated content offers a promising new avenue forward, but content quality is an issue.Instead, using AI as a co-creator will allow for greater volumes of content, as lay people will be equipped with the tools to create quality content. With recent and continued developments to AI, building the Metaverse seems imminent.

The Future:

Socializing will shift away from task/plan specific entertainment toward spontaneous shared activities.AI-powered characters will be virtually indistinguishable from actual individuals, and social interactions will more closely resemble those in the real world.

Social Effects:

Through UGC and AI, we’re inching closer to the Metaverse. But the most exciting part of that vision is its potential to reinvent our social interactions.

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There are many competing visions for how we’ll build the Metaverse: a persistent, infinitely-scaling virtual space with its own economy and identity system. Facebook <a href="https://www.oculus.com/facebook-horizon/">Horizon </a>is an ambitious bet that it will be realized in VR. Epic Games is doubling down on a <a href="https://www.epicgames.com/fortnite/en-US/creative">game-centric </a>approach with Fortnite . But the most exciting part about the Metaverse is not its scope or infrastructure, but its potential to reinvent the way we interact with our friends and loved ones.

New social modalities will emerge in the Metaverse. Advances in cloud streaming and AI will enable new forms of engagement with friends—for example, the ability to pop into a persistent virtual world and discover new people and experiences together, entirely unplanned. This represents a subtle but important shift in how we socialize and play: from purposeful interactions centered around activities , to spontaneous interactions focused on people .

We’ve seen glimmers of these spontaneous interactions already in open-world, sandbox video games like Grand Theft Auto , yet these experiences have been limited by a finite supply of professionally created content. Fully emergent social experiences that model the serendipity of the real world will become the norm through two key trends: the proliferation of user-generated content (UGC) and the evolution of AI into both creator tool and companion. As we adopt new ways of creating content, we will also unlock new types of social experiences.

It takes a world to raise a virtual universe

Today, we’re in phases 1 to 2 of the pyramid above. The majority of popular entertainment across TV, film, music, and games is created by large teams of creative professionals. Most of these products are crafted for a solo audience, meaning the experience is largely unchanged with the addition of friends. <a href="https://a16z.com/wp-content/uploads/2020/12/Meet-Me-In-The-Metaverse-Inline-Graphics-R6.jpg"> </a>

Multiplayer games have done the most to push the boundaries of social entertainment. Games like World of Warcraft and League of Legends have brought millions of players together in shared worlds. Yet even these games have fundamental social limitations. Multiplayer sessions today are limited in scale—even modern titles like Fortnite can only support up to 100 concurrent players in a server instance. In-game socializing also tends to be focused on specific activities, such as Fortnite’s battle royale mode or concerts.

Open-world games such as Grand Theft Auto and The Witcher 3 have introduced unstructured play where players freely explore a virtual world and pursue objectives in any order they choose. Though this is a step toward spontaneous experiences, the scope of these worlds has also been limited by the amount of content a professional team can create.

Source: <a href="https://wccftech.com/witcher-3-1000-megapixel-screenshot-ansel-technology/">WCCFtech </a>

In this respect, one of the biggest challenges with building the Metaverse is figuring out how to create enough high-quality content to sustain it. It would take a tremendous amount of content to populate the intricate worlds shown in Ready Player One ’s OASIS. It would also be staggeringly expensive to create via professional development. The MMO Star Wars: The Old Republic famously cost EA more than <a href="https://venturebeat.com/2012/01/20/ea-spent-only-200m-to-make-star-wars-the-old-republic/">$200 million </a>to make and required a team of over 800 people working for six years to simulate just a few worlds within the Star Wars universe. In comparison, a true Metaverse would likely be composed of several galaxies of Star Wars-sized virtual worlds.

User-generated content offers a promising solution for cost-effectively scaling content production. Platforms such as YouTube and Twitch have assembled vast content libraries faster and more efficiently than any professional studio. YouTube serves over <a href="https://www.youtube.com/about/press/">1 billion hours of video daily </a>via a community of <a href="https://www.tubics.com/blog/number-of-youtube-channels/">31 million channel creators </a>. Twitch’s <a href="https://www.twitch.tv/p/press-center/">6 million </a>creators live-streamed over <a href="https://www.twitch.tv/p/press-center/">10 billion hours of video </a>in 2019. These platforms harness the collective creative energy of their communities to create an endless flywheel of content.

Yet UGC platforms have their own challenges, as well. Maintaining a high quality bar can be difficult, given the sheer volume of content being created. And due to the need for users to learn new tools and programming skills, content creators tend to be vastly outnumbered by consumers. YouTube’s 31 million creators represent only 1.2 percent of its 2 billion monthly user base. 3D game engines such as Unity and Unreal are powerful, but can be difficult to learn. Unity, for example, is used by only <a href="https://venturebeat.com/2020/08/24/unity-files-for-ipo-reveals-163-million-loss-for-2019-and-1-5-million-monthly-users/">1.5 million </a>monthly creators today, a fraction of the <a href="https://venturebeat.com/2020/05/08/newzoo-2-7-billion-gamers-will-spend-159-3-billion-on-games-in-2020/">2.7 billion </a>gamers worldwide.

UGC created by a small segment of human creators, while a meaningful step forward from professionally-created studio content, is likely only one side of the coin that we need to build the Metaverse and its new social systems.

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In order to enable emergent social experiences inside a Metaverse—similar to how we discover experiences in the real world today—there needs to be a vast increase in both the quantity and quality of user-generated content.

To this end, the next major evolution in content creation will be a shift toward AI-assisted human creation (phase 3). Whereas only a small number of people can be creators today, this AI-supplemented model will fully democratize content creation. Everyone can be a creator with the help of AI tools that can translate high-level instructions into production-ready assets, doing the proverbial heavy lifting of coding, drawing, animation, and more.

We’re already seeing early glimpses of this in action. Led by Siri co-creator Tom Gruber, <a href="https://www.lifescoremusic.com/">LifeScore </a>has built an adaptive music platform that dynamically composes music in real-time. After human composers input a set of music “source material” into LifeScore, an AI maestro changes, improves, and remixes music on the fly to lead a performance. LifeScore debuted in May as an adaptive soundtrack for the Twitch interactive TV series <a href="https://www.twitch.tv/artificialnext">Artificial </a>, where viewers were able to influence the music based upon how they felt about plot developments.

Source: <a href="https://www.wired.com/story/ai-maestro-lifescore-wants-to-serenade-you/">WIRED </a>

AI creation tools around text are already very powerful. Roblox uses machine learning to <a href="https://devforum.roblox.com/t/upcoming-platform-wide-automatic-translation-experiment/610581">automatically translate </a>games developed in English into eight other languages, including Chinese, French, and German. <a href="https://play.aidungeon.io/">AI Dungeon </a>uses GPT-3 natural language models to understand a script and generate the next few paragraphs, unblocking aspiring writers and D&D dungeon masters alike. And <a href="https://www.naravoice.com/">Nara </a>uses AI to create natural-sounding audio stories from text, enabling content creators to write a story once and publish an audio version to any connected device.

Source: <a href="https://developer.roblox.com/en-us/articles/Introduction-to-Localization-on-Roblox">Roblox </a>

After text and audio, graphics is the final frontier. AI-driven graphics creation has been more challenging than text and audio due to exponentially larger asset sizes and computational requirements. Yet we’re already seeing tantalizing signs of a future where creators will be able to use AI to fully render 3D characters and worlds. Nvidia recently unveiled <a href="https://developer.nvidia.com/maxine">Maxine </a>, an AI video conferencing platform that employs generative adversarial networks (GANs) to analyze a person’s face and then algorithmically animate in video calls. This model can enable dynamic effects such as simulated eye contact and real-time speech translation. In an even more ambitious approach, RCT’s <a href="https://rct-studio.com/en-us/blog/morpheus-intro">Morpheus Engine </a>uses deep reinforcement learning to render text into 3D assets and animations from a library of natural world objects. The video below shows a rendering of “there is a man walking”:

While we’re still in the early stages, AI tools have the potential to democratize content creation and empower human creators to focus on higher-level design and story-telling. Both the quantity and quality of UGC will improve as these tools are adopted. And over time, as AI models improve, the quality of emergent, AI-created content may one day even surpass the caliber of human-created content, paving the way for a shift in how we socialize and spend time in virtual worlds.

Spontaneous social experiences will become the new norm

In an AI-powered Metaverse filled with a near-infinite supply of rich content, the way we socialize will also evolve. With worlds at our fingertips, socializing will shift from the purposeful what to the people-centric who . Instead of making plans around specific entertainment activities, as is frequently the case today, we’ll be free to explore the virtual realm as a shared experience with friends—and trust the AI to fill in the rest.

One analogy for this behavioral model is YouTube. Today you can visit YouTube without knowing exactly what videos you plan to watch. You can take a random “walk” through a nearly endless catalog of user-generated content. In a similar fashion, the Metaverse will be <a href="https://a16z.com/2020/11/16/cloud-gaming/">YouTube for social experiences </a>—a place where we can meet and discover new experiences without an agenda. Seem farfetched? Teens in the US are already <a href="https://www.businessinsider.com/teens-in-us-spend-more-time-on-youtube-than-netflix-2019-10">spending more time watching YouTube than Netflix </a>.

Cloud streaming combined with AI-powered characters will also create new formats of social experiences that are both spontaneous and interactive. Facebook and Genvid recently revealed <a href="https://rivalpeak.com/">Rival Peak </a>, an experimental reality TV show featuring AI-powered digital contestants in which the viewing audience can vote to determine each contestant’s actions in real-time.

Source: <a href="https://www.facebook.com/RivalPeak">Facebook </a>

Westworld is another (albeit considerably more dystopian) example of spontaneous social experiences, where users can drop into a world with friends and experience a unique, personal journey that is different with every visit. In the HBO show, human guests to the park interact with hosts, artificially created humanoid beings programmed with personalities and backstories. The hosts react dynamically to guest behavior, resulting in emergent narratives and a world that evolves in real-time based on the cumulative choices of guests.

Our friends themselves will evolve in the Metaverse, as well. Most games today clearly separate human players and non-player characters (NPCs) who act out pre-scripted dialogue. The next evolution of NPCs in the Metaverse will likely be bots powered by AI models with natural language processing and cloud-connected data. Similar to the lifelike hosts in Westworld, a new friend in the future may very well be an AI.

We’re already seeing early previews of AI friendships. Companies like <a href="https://home.pandorabots.com/home.html">Pandorabots </a>and <a href="https://replika.ai/">Replika </a>have created emotionally intelligent AI bots that can serve as a friend or romantic companion. Powered by neural networks, these bots use text messages to chat with human friends, play games, and even write songs and poetry. And in an approach combining art with GPT-3, Fable Studio is developing <a href="https://venturebeat.com/2020/11/19/fable-studio-teases-ai-virtual-character-lucy-on-zoom-and-other-platforms/">Lucy </a>, a fully-animated AI virtual character that humans will be able to converse with live on a Zoom video call.

<a href="https://fable-studio.com/behind-the-scenes/ai-generation">Source: Fable </a>

In a world where people feel <a href="https://www.npr.org/sections/health-shots/2020/01/23/798676465/most-americans-are-lonely-and-our-workplace-culture-may-not-be-helping">increasingly lonely </a>, the promise of these AI relationships is in their ability to provide always-available, nonjudgmental emotional support. While such relationships can be ethically complicated, the latent demand is real: over <a href="https://www.theguardian.com/careers/2020/may/07/ai-and-me-friendship-chatbots-are-on-the-rise-but-is-there-a-gendered-design-flaw">7 million </a>people use Replika today, for example.

Over time, virtual worlds populated with emotionally intelligent AI characters will be able to create truly lifelike social experiences. Ironically, the final evolution of virtual worlds may actually bring human social behavior back to its IRL roots—enabling serendipitous encounters and ad hoc friendships between strangers (or bots).

While many challenges remain as we pursue the Metaverse, user-generated content and AI are likely to be fundamental building blocks in constructing this galaxy of interconnected virtual worlds.

Yet the most exciting part about the Metaverse is not how we build it technically, but rather its potential to change the way we socialize with one another. Long-term, as AI takes a greater role in worldbuilding, social interactions in virtual worlds will evolve to more closely resemble the randomness and serendipity of the real world. In the not-too-distant future, our invitation to friends and family may simply be, “Meet me in the Metaverse!”

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Meet Me in the Metaverse | Andreessen Horowitz

Metaverse: “A persistent, infinitely-scaling virtual space with its own economy and identity system.”

The Four Stages of Content Creation:

The Present:

The Future:

Social Effects:

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