5 minutos de leitura

Por: TOOLS Digital Services

19/08/2024

Generative AI and the benefits for corporate processes

Technology that combines machine learning algorithms and neural networks supports everything from automation of repetitive processes to error mitigation.

Inteligência Artificial

How is a Generative AI created?

You may have heard of Generative AI, but do you know what it is? Generative Artificial Intelligence is a technology that combines machine learning algorithms and neural networks to create new and original data, such as images, music and text.

HOW IS A GENERATIVE AI CREATED?

This is done through machine learning models, i.e. a subset of Artificial Intelligence that is capable of concentrating various systems capable of learning and/or improving the performance of a database that they consume. There are two neural networks competing against each other: one tries to generate original data, while the other evaluates the authenticity of the data produced. This process of competition and refinement allows AI to continuously learn and improve content generation. Awesome, isn't it?

A good example of this is ChatGPT, an acronym for 'Generative Pre-Trained Transformer', which is nothing more than a language model based on deep learning, another arm of artificial intelligence. It works like this: the platform uses a neural network algorithm to establish a 'chat' model with the user. While this user provides data, the AI continues to 'learn' through countless examples of human language, returning to the chat with increasingly precise answers.

THE TERMINATOR OR THE GREATEST CREATION OF PRESENT TIMES?

Anyone who thinks that Generative AI will put an end to human life is mistaken. On the contrary, technology has come to support several fronts. However, it is important to consider the ethical and security challenges that may arise with the widespread use of this technology.

BENEFITS OF GENERATIVE AI

- Automation of repetitive processes, increasing scalability and efficiency, as well as reducing risks and operational efforts;
- Error mitigation, from e-mails to code problems (hello, software engineers);
- Greater productivity to focus on insights;

For the future, we can expect significant advances with Generative AI, making it possible to create increasingly complex and realistic content.

What about YOU? WHAT DO YOU THINK OF THIS SOLUTION?