Generative AI Examples: How Companies Innovate Fast with AI

Rather than simply performing tasks, generative AI is focused on producing original content, such as music, art, or even human-like conversation. Essentially it is a type of machine learning that involves creating new content, ideas, or images that do not exist in the world. It can be used to generate new product designs, create personalized marketing campaigns, or even generate entirely new business ideas. Text Generation involves using machine learning models to generate new text based on patterns learned from existing text data.

  • Generative AI Tools can be useful in a variety of industries, including advertising, entertainment, design, manufacturing, healthcare, and finance.
  • LaMDA stands for “language model for dialogue applications” and was built to engage in true “conversation” with its users.
  • Super-resolution refers to a process where blurry images are processed and turned into high-quality images by introducing pixels with accurate color around the blurry areas of the image.
  • They are not designed to be compliant with General Data Protection Regulation (GDPR) and other copyright laws, so it’s imperative to pay close attention to your enterprises’ uses of the platforms.
  • Artificial Intelligence (AI) has the remarkable ability to create videos, ranging from short clips to full-length movies.
  • Knowing how to write prompts correctly is the key to helping you use generative AIs.

Or personalizing the display options according to customer choice is another option. It offers a highly informative and integrated conversation to users, like philosophical discussions. Generative AI can be used to automate the process of refactoring code, making it easier to maintain and update over time. Artificial intelligence has a surprisingly long history, with the concept of thinking machines traceable back to ancient Greece.

Real Devices Cloud

The best generative AI tool may vary depending on the requirements and use cases at hand. The most popular generative AI tools include ChatGPT, GPT-4 by OpenAI, AlphaCode by DeepMind, etc. Soundraw is a music generator powered by AI that lets you create your own unique and royalty-free music. However, there are plenty of other AI generators on the market that are just as good, if not more capable, and that can be used for different requirements. Bing’s Image Generator is Microsoft’s take on the technology, which leverages a more advanced version of DALL-E 2 and is currently viewed by ZDNET as the best AI art generator.

Finally, Einstein GPT for Slack Customer 360 apps delivers AI-powered customer insights in Slack, such as smart summaries of sales opportunities and surfacing end-users actions like updating knowledge articles. In 2022, Apple acquired the British startup AI Music to enhance Apple’s audio capabilities. The technology developed by the startup allows for creating soundtracks using free public music processed by the AI algorithms of the system. The main task is to perform audio analysis and create “dynamic” soundtracks that can change depending on how users interact with them. That said, the music may change according to the atmosphere of the game scene or depending on the intensity of the user’s workout in the gym.

QR Code Generator

Any algorithm or model that uses AI to produce an entirely new attribute is considered to use generative AI. At this moment, the most notable examples are ChatGPT and DALL-E, in addition to any of their potential replacements. One such illustration of this would be Google’s unreleased AI text-to-music generator known as MusicLM. Another factor in the development of generative models is the architecture underneath.

generative ai example

This can help improve the performance of deep learning algorithms, which often require large amounts of high-quality data to work effectively. The text-to-speech (TTS) generation process has numerous business applications, including education, marketing, podcasting, and advertising. For instance, educators can transform their lecture notes into audio files to make them more engaging.

Indeed, we follow strict guidelines that ensure our editorial content is never influenced by advertisers. Users can simply insert queries into the Bing search box and receive answers instantly on the search results page. Bing is a search engine by the tech giant Microsoft – it has always run a distant second to Google. However, in February of 2023, Microsoft announced the new Bing, which features an AI chatbot that can give answers to queries alongside search results. While ChatGPT’s functions can be beneficial, there are some drawbacks to consider. This means ChatGPT is prone to giving false answers that look and sound like the truth.

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

Space parts made with generative AI defy belief but they work – Fast Company

Space parts made with generative AI defy belief but they work.

Posted: Thu, 14 Sep 2023 08:00:00 GMT [source]

According to Gartner, by 2025, Generative AI will account for 10% of all data produced, up from less than 1% today. While we live in a world that is overflowing with data that is being generated in great amounts continuously, the problem of getting enough data to train ML models remains. Acquiring enough samples for training is a time-consuming, costly, and often impossible task.

Image Generator

The images generated by DALL-E are currently being used for everything from book covers to stock photography for websites. One industry that seems nearly synonymous with AI is advertising and marketing, especially when it comes to digital marketing. Many marketers feel AI can reduce the amount of time spent on manual tasks to make room for enhanced creativity. The agriculture industry can also benefit from the predictive maintenance capabilities enabled by AI algorithms. Generative AI examples are rapidly growing as this emerging AI technology quickly gains adoption.

With STS conversion, voice overs can be easily and quickly created which is advantageous for industries such as gaming and film. With these tools, it is possible to generate voice overs for Yakov Livshits a documentary, a commercial, or a game without hiring a voice artist. The TTS generation has multiple business applications such as education, marketing, podcasting, advertisement, etc.

generative ai example

As these models learn this data management, they can generate predictions about potential failures, allowing for preventative maintenance and reducing downtime. DALL-E is an example of text-to-image generative AI that was released in January 2021 by OpenAI. It uses a neural network that was trained on images with accompanying text descriptions. Users can input descriptive text, and DALL-E will generate photorealistic imagery based on the prompt.

Practical Guides to Machine Learning

For example, the “Portrait of Edmond de Belamy” by Obvious is a unique style that was created by the algorithm and would have been impossible for a human artist to come up with on their own. Similarly, “Digital Grotesque” by Michael Hansmeyer and Benjamin Dillenburger is a sculpture that features intricate designs and organic shapes that would have been extremely difficult to create by hand. AI is transforming the world of art, creating new opportunities for creativity and expression. From painting and sculpture to music and film, AI-generated artworks are pushing the boundaries of what we thought was possible. As AI continues to advance, we can expect to see even more exciting and innovative works in the future.

generative ai example

This time we have enough context, we can jump straight to the formal definition of generative AI model. If not, you should give it a try, because that is a generative AI using the generative AI model called Generative Pre-trained Transformed (GPT). This will give you an idea of what generative AI is much better than how I could explain it to you. We are already used to chatbots on web sites, with their ability to answer simple queries like “how do I change my login” or “how do I return an item”. In records creation, services like those developed by Abridge AI are utilising generative AI to help speed up the creation of medical notes. The company claims its system can save doctors up to two hours per day, on average.

generative ai example

Generative AI is a type of machine learning, which, at its core, works by training software models to make predictions based on data without the need for explicit programming. The interesting fact about using generative AI in video creation and editing points to the flexibility for supporting different types of input data. It can support images, articles, music, and blogs for generative new and original storylines with creative manipulation of available information. The applications of generative AI in creative use cases also point to the possibilities of using generative AI for creating and editing videos. ” by reflecting on the potential of AI for advantages of flexible video creation. Generative AI provides personalized experiences based on user history and preferences.