Interactive AI

Introducing interactive AI, its definition, technologies used, and related contents.

Definition of Interactive AI and its importance

Interactive AI is a type of artificial intelligence that enables interaction with humans. Interactive AI uses natural language processing (NLP) to understand human language and generate appropriate responses.

In recent years, the development of language models has enabled more sophisticated dialogue processing, and the range of applications for interactive AI has become increasingly broad.

Recently, services with interactive interfaces, such as OpenAI's ChatGPT, have appeared, and interactive AI is gradually becoming more familiar.

What is natural language processing (NLP) and machine learning (ML)?

Natural language processing (NLP) is a method for computers to understand and process natural language used by humans. the purpose of NLP is to analyze text written in natural language and extract its meaning and summary. it is used for tasks such as automatic text translation, document classification, important word extraction, and sentiment analysis. NLP is used for tasks such as automated text translation, document classification, important word extraction, and sentiment analysis.

Machine learning (ML) is a technique that allows computer programs to learn from data and make decisions and predictions. There are three main types of ML: supervisory learning, non-supervisory learning, and reinforcement learning. In supervised learning, a computer program learns from a set of labeled input and output data. In unmonitored learning, it learns patterns and structures from unlabeled data. In reinforcement learning, computer programs interact with the environment to learn behaviors that maximize rewards.

Both NLP and ML belong to the field of artificial intelligence (AI); NLP and ML are used for tasks such as automatic text summarization, language generation, automatic classification, and semantic analysis in many modern IT programs.

What is an interactive interface?

An interactive interface is one that allows anyone to use interactive AI, such as OpenAI's ChatGPT.

By installing an interactive interface on a conventional programmatically operated interactive AI, anyone can use the AI by interacting with it.

Until now, interactive AI has been used mostly in research and business applications, but the popularity of services employing interactive interfaces has led to an explosive expansion of services.

Interactive AI services

Articles by Interactive AI