6 Applications of Generative AI That Are Set To Transform The World
You may have heard about generative AI and the disruptions it is causing across different industries. But do you know about its specific applications that are set to transform the world?
Research shows we will have over 10% of AI-generated generative data by 2025. Imagine producing animated content, realistic visuals, novels, or even videos within just a few minutes!
This is already happening, and we will see more generative AI applications in the next couple of years.
Let us look at some applications of generative AI that are set to transform the world.
- Generative AI is poised to generate over 10% of AI data by 2025, including various content types.
- Code generation tools facilitate faster software development, enabling real-time suggestions and error reduction.
- Generative AI aids in product design, creating optimised designs that meet customer specifications efficiently.
- Text-to-speech applications enhanced by generative AI benefit fields like education by converting text to audio quickly.
- In healthcare, generative AI accelerates drug discovery and tailors treatments based on patient data.
1 – Code Generation, Completion, and Review
Are you a software developer? You spend a lot of time writing code from scratch, right? Imagine a situation where you can complete your projects within a couple of hours! It sounds good to be accurate, but generative AI makes it possible through code generation.
For instance, tools like GitHub Copilot and Amazon CodeWhisperer are already widely used. They offer real-time code suggestions.
Some can even generate entire functions from natural language comments or existing code, seriously speeding up the development process.
In addition, you can write your code when developing mobile apps. However, can you use generative AI to complete the code for you as you type? This can help you reduce errors and save a lot of time.
We also have generative AI playing a vital role in reviewing code. All you need to do is provide it with your quality checks and then run your code through it. This way, you can optimise your code and get suggestions for improvements.
2 – Product Design and Engineering
Designers and engineers have not been left behind. They will use generative AI to design and create new products that meet their customers' requirements and specific tastes.
And it's not just about making things look good. Generative design lets AI explore tons of design possibilities for you.
You set the rules – material, weight, stress tolerance. It then often comes up with highly optimised, sometimes completely new, structures. This is a game-changer for making lighter, yet stronger, parts in manufacturing.
For instance, modern applications such as PTC Creo Parametric use AI to allow designers and engineers to design and innovate their products faster and better than a few years ago.
They are also using AI to create 3D visualisations and models that provide them with an opportunity to give customers a sneak peek of their products. This means that they only have to invest in the actual development of their products if their customers are happy with the visualisations or prototypes.
3 – Text Generation and Content Creation
You may have heard about ChatGPT and other similar applications. You might also have heard about the disruptions they are causing in the text generation and content creation world.
ChatGPT applications are becoming increasingly sophisticated, offering a range of functionalities beyond simple text generation. We will see even more, especially after the release of ChatGPT 4 and other competing AI applications.
Business owners also use generative AI to create adverts, headlines, and dialogues. Did you know that you chat with AI when having a real-time conversation on a business website?
Generative AI is also going to transform how we create personalised content. Depending on your interests, preferences, and memories, you can use AI to create content for your blog articles, social media platforms, and many other platforms you use.
4 – Text-to-Speech Generation
How often have you seen an interesting article or novel but have yet to feel like reading it all? Well, you do not have to worry about this anymore. Even though there have been many text-to-speech applications, generative AI is improving them.
Those working in the advertising, podcasting, marketing, or education sectors can tell you how happy they are with this application of generative AI. For instance, a university professor can easily convert lecture notes to speech for students within minutes.
They no longer have to spend money investing in voice equipment and artists. This is especially useful when dealing with visually impaired students. In addition, they can create audio materials in any language they need as long as their choice of generative AI tools supports it.
5 – Improving Healthcare
Gone are the days when the healthcare industry could spend years before getting a drug to address emergencies or pandemics. Today, healthcare providers can use generative AI and computer simulations to create safer and more effective drugs.
AI in drug discovery is a massive step forward. Think DeepMind's AlphaFold; it's nailing protein structure prediction.
This really accelerates finding therapeutic targets. And it means designing new medicines gets a boost by giving us a clearer picture of complex biological stuff.
In addition, they are also using generative AI to find specialised treatment for every individual. Depending on patients' symptoms and medical history, these treatments can be tailored using AI.
6 – Image Generation
How much time do you think an artist takes to create an image manually? Imagine if the same artist just needed to write some text and then use a generative AI tool to transform the text into an image! This is already happening.
You can use generative AI to create text images depending on style, subject, setting, and location. You only need to specify your desired image and let generative AI do the work.
7 – Music Generation
Generative AI is shaking things up in music creation, too. Platforms can now compose original instrumental pieces from scratch.
Or create song snippets in various genres. They can even cook up unique sound effects just from text. This hands new tools to musicians, game developers, and content producers.
8 – Video Generation
Making a video from text? That's another area moving at breakneck speed. Models like OpenAI’s Sora, RunwayML’s Gen-2, and Pika Labs are showing they can churn out short, lively video clips.
This opens up fresh avenues for quick prototyping, marketing, and just telling stories with visuals.
Generative AI is transforming every other industry today. You are probably using or interacting with it without even knowing. As you can see above, it will change the world in ways we have not seen before.
