The latest buzz in the tech tinsel town, Generative AI is creating huge waves all across the world. It’s a branch of Artificial Intelligence which is associated with development of algorithms and models that generate multiple types of creative content. The type of content produced can range from text to audio to image to code to videos and simulations. As per a recent survey, over 50% of organisations (Source: VentureBeat) are currently exploring Gen AI- and for all the right reasons. The Gen AI tools deploy automation technology give wings to human creativity that eventually helps to drive innovation and enhance operational efficiency. In the present scenario, AI tools have spread their prevalence over almost every sphere of work.
Generative AI tools work with the help of advanced ML techniques, especially deep learning models, neural networks, and NLP (Natural Language Processing). One good example is Variational Autoencoders (VAEs) - while you also have Generative Adversarial Networks (GANs). These
Machine Learning technologies train the Gen AI tools to ingest, comprehend, as well as find underlying patterns in huge datasets. The findings and information are then used to generate logical responses on the basis of given input data. However, these tools need completely unbiased, ethical, clean, and pertinent training data to offer reasonable outputs.
Here is a list of main advantages of generative AI tools that have made them popular among users from different domains:
Easy Content generation:
Generative AI enables in producing original and fresh content such as music, videos, images, and more.
Cost and time efficiency:
Automates intensive and repetitive tasks that helps in saving both cost and time.
Idea generation:
AI tools help in generating new concepts, ideas and designs.
Customisation:
Designed to create customized content that is tailored as per individual requirements and preferences of the user.
Data training and augmentation:
Augmentation of training datasets can be executed by generation of synthetic datasets with realistic variation.
The list below shows the Gen AI tools which are trained in the form of deep learning AI algorithms, neural networks and natural language processing for ingesting and to generate necessary responses based on the data that is taken as input.
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An updated sequel of GPT- 3 and GPT-3.5, GPT-4 is more advanced, more stable, and way safer than the previous versions. The tool is designed for NLP (Natural Language Processing) as well as automated text generation based on user input.
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The most popular one, ChatGPT, provides a user-friendly approach for the basic generation of content.
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A state-of-the-art AI-based pair programmer, GitHub Copilot transforms the natural language prompts right into code recommendations for multiple languages. Put simply, the tool extends autocomplete-like suggestions for coding to make things faster and easier for coders. GutHub Copilot has got separate packages for individual and business usage.
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Bard is a futuristic content generation tool which runs on a highly advanced transform based model, named LaMDA.
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It is an AI chatbot assistant that shares certain major similarities with ChatGPT. Claude has been designed with a focus on easy customisation and safety.
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Synthesia is the AI video creation framework which allows users to create videos on the basis of scripted prompts. The tool carries a library of AI avatars, video, and voice templates for creating realistic sound and images.
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It is a text generating solution that focuses on sales and product management. The tool is handy for software development as well.
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It is the latest iteration of OpenAI in terms of art and image generation.
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The tool extends training in multiple major programming languages such as Java, JavaScript, Ruby, C#, Rust, and Go.
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It is one of the mostly used and popular AI tools for writing. It supports easy differentiation of content intent, for instance slogans, headlines, marketing copy etc.
Generative AI tools and applications can easily fulfill different requirements of projects for personal and professional use. These cutting-edge developments serve as a great aide for creative content development, coaching, and research. Best part is, the advanced Gen AI tools have proven to reduce both the workload and time taken for several tedious tasks. While there is a burning debate on whether these tools would take over employment- one thing for sure- the Gen AI tools have certainly dawned in a new era in work, life, and everything in between.