Connect with us

Technology

Infographic: Generative AI Explained by AI

Published

on

infographic explaining generative ai created using generative ai tools

Can I share this graphic?
Yes. Visualizations are free to share and post in their original form across the web—even for publishers. Please link back to this page and attribute Visual Capitalist.
When do I need a license?
Licenses are required for some commercial uses, translations, or layout modifications. You can even whitelabel our visualizations. Explore your options.
Interested in this piece?
Click here to license this visualization.

Generative AI Explained by AI

After years of research, it appears that artificial intelligence (AI) is reaching a sort of tipping point, capturing the imaginations of everyone from students saving time on their essay writing to leaders at the world’s largest tech companies. Excitement is building around the possibilities that AI tools unlock, but what exactly these tools are capable of and how they work is still not widely understood.

We could write about this in detail, but given how advanced tools like ChatGPT have become, it only seems right to see what generative AI has to say about itself.

Everything in the infographic above – from illustrations and icons to the text descriptions⁠—was created using generative AI tools such as Midjourney. Everything that follows in this article was generated using ChatGPT based on specific prompts.

Without further ado, generative AI as explained by generative AI.

Generative AI: An Introduction

Generative AI refers to a category of artificial intelligence (AI) algorithms that generate new outputs based on the data they have been trained on. Unlike traditional AI systems that are designed to recognize patterns and make predictions, generative AI creates new content in the form of images, text, audio, and more.

Generative AI uses a type of deep learning called generative adversarial networks (GANs) to create new content. A GAN consists of two neural networks: a generator that creates new data and a discriminator that evaluates the data. The generator and discriminator work together, with the generator improving its outputs based on the feedback it receives from the discriminator until it generates content that is indistinguishable from real data.

Generative AI has a wide range of applications, including:

  • Images: Generative AI can create new images based on existing ones, such as creating a new portrait based on a person’s face or a new landscape based on existing scenery
  • Text: Generative AI can be used to write news articles, poetry, and even scripts. It can also be used to translate text from one language to another
  • Audio: Generative AI can generate new music tracks, sound effects, and even voice acting

Disrupting Industries

People have concerns that generative AI and automation will lead to job displacement and unemployment, as machines become capable of performing tasks that were previously done by humans. They worry that the increasing use of AI will lead to a shrinking job market, particularly in industries such as manufacturing, customer service, and data entry.

Generative AI has the potential to disrupt several industries, including:

  • Advertising: Generative AI can create new advertisements based on existing ones, making it easier for companies to reach new audiences
  • Art and Design: Generative AI can help artists and designers create new works by generating new ideas and concepts
  • Entertainment: Generative AI can create new video games, movies, and TV shows, making it easier for content creators to reach new audiences

Overall, while there are valid concerns about the impact of AI on the job market, there are also many potential benefits that could positively impact workers and the economy.

In the short term, generative AI tools can have positive impacts on the job market as well. For example, AI can automate repetitive and time-consuming tasks, and help humans make faster and more informed decisions by processing and analyzing large amounts of data. AI tools can free up time for humans to focus on more creative and value-adding work.

How This Article Was Created

This article was created using a language model AI trained by OpenAI. The AI was trained on a large dataset of text and was able to generate a new article based on the prompt given. In simple terms, the AI was fed information about what to write about and then generated the article based on that information.

In conclusion, generative AI is a powerful tool that has the potential to revolutionize several industries. With its ability to create new content based on existing data, generative AI has the potential to change the way we create and consume content in the future.

Click for Comments

Technology

Charting the Next Generation of Internet

In this graphic, Visual Capitalist has partnered with MSCI to explore the potential of satellite internet as the next generation of internet innovation.

Published

on

Teaser image of a bubble chart showing the large addressable market of satellite internet.

Published

on

The following content is sponsored by MSCI

Could Tomorrow’s Internet be Streamed from Space?

In 2023, 2.6 billion people could not access the internet. Today, companies worldwide are looking to innovative technology to ensure more people are online at the speed of today’s technology. 

Could satellite internet provide the solution?  

In collaboration with MSCI, we embarked on a journey to explore whether tomorrow’s internet could be streamed from space. 

Satellite Internet’s Potential Customer Base

Millions of people live in rural communities or mobile homes, and many spend much of their lives at sea or have no fixed abode. So, they cannot access the internet simply because the technology is unavailable. 

Satellite internet gives these communities access to the internet without requiring a fixed location. Consequently, the volume of people who could get online using satellite internet is significant:

AreaPotential Subscribers
Households Without Internet Access600,000,000
RVs 11,000,000
Recreational Boats8,500,000
Ships100,000
Commercial Aircraft25,000

Advances in Satellite Technology

Satellite internet is not a new concept. However, it has only recently been that roadblocks around cost and long turnaround times have been overcome.

NASA’s space shuttle, until it was retired in 2011, was the only reusable means of transporting crew and cargo into orbit. It cost over $1.5 billion and took an average of 252 days to launch and refurbish. 

In stark contrast, SpaceX’s Falcon 9 can now launch objects into orbit and maintain them at a fraction of the time and cost, less than 1% of the space shuttle’s cost.

Average Rocket Turnaround TimeAverage Launch/Refurbishment Cost
Falcon 9*21 days< $1,000,000
Space Shuttle252 days$1,500,000,000 (approximately)

Satellites are now deployed 300 miles in low Earth orbit (LEO) rather than 22,000 miles above Earth in Geostationary Orbit (GEO), previously the typical satellite deployment altitude.

What this means for the consumer is that satellite internet streamed from LEO has a latency of 40 ms, which is an optimal internet connection. Especially when compared to the 700 ms stream latency experienced with satellite internet streamed from GEO. 

What Would it Take to Build a Satellite Internet?

SpaceX, the private company that operates Starlink, currently has 4,500 satellites. However, the company believes it will require 10 times this number to provide comprehensive satellite internet coverage.

Charting the number of active satellites reveals that, despite the increasing number of active satellites, many more must be launched to create a comprehensive satellite internet. 

YearNumber of Active Satellites
20226,905
20214,800
20203,256
20192,272
20182,027
20171,778
20161,462
20151,364
20141,262
20131,187

Next-Generation Internet Innovation

Innovation is at the heart of the internet’s next generation, and the MSCI Next Generation Innovation Index exposes investors to companies that can take advantage of potentially disruptive technologies like satellite internet. 

You can gain exposure to companies advancing access to the internet with four indexes: 

  • MSCI ACWI IMI Next Generation Internet Innovation Index
  • MSCI World IMI Next Generation Internet Innovation 30 Index
  • MSCI China All Shares IMI Next Generation Internet Innovation Index
  • MSCI China A Onshore IMI Next Generation Internet Innovation Index

MSCI thematic indexes are objective, rules-based, and regularly updated to focus on specific emerging trends that could evolve.

Visual Capitalist Logo

Click here to explore the MSCI thematic indexes

You may also like

Appian-Capital

Subscribe

Continue Reading
Voronoi, the app by Visual Capitalist. Where data tells the story. Download on App Store or Google Play

Subscribe

Popular