- 期刊
活用生成式人工智慧擘劃機器人自動化的發展
Utilizing Generative AI Plan the Development of Robot Automation
摘要
智慧製造的走向從三個面向的發展呈現；一、加強生產效率且自動化；二、使用的設備或是機器人能否有共同的通訊協定；三、如何在物聯網的架構下建置工廠電腦系統。在這三個面向中，語音、影像辨識技術、智慧眼鏡、雲端計算、儲存技術、機器人、人工智慧等，都會對智慧製造發展帶來直接改變。OpenAI將影像生成的服務整合到GPT中，未來它產生的內容將不只有文字，也會有圖像，可預期的是多模態人工智慧模型將會帶來更多的突破，它能夠自由探索、擁有自主權且能與環境互動；這可說是人工智慧史上的非凡時刻，新的人工智慧技術及迅速普及的應用正在改變產業，有機會替許多公司的業務開闢新領域，橫空出世的生成式人工智慧將助力機器人自動化的發展。本文將對機器人市場概況做一盤點，進而分析AI互動內容與多模態預訓練技術，最後提及它可能的發展。
並列摘要
Trend of smart manufacturing will be presented from three aspects of development; 1. Enhance production efficiency and automation; 2. Whether the equipment or robots used can have a common communication protocol; 3. How to build factory computers under the framework of the Internet of Things system. Among these three aspects, voice, image recognition technology, smart glasses, cloud computing, storage technology, robots, AI, etc. will bring direct changes to the development of smart manufacturing. OpenAI integrates the image generation service into GPT. In the future, the content it generates will not only contain text, but also images. It is expected that the multi-modal artificial intelligence model will bring more breakthroughs, and it can freely explore, have autonomy and interact with the environment. This can be said to be an extraordinary moment in the history of artificial intelligence. The new AI technology and its rapidly popularized applications are changing the industry and have the opportunity to open up new areas for the business of many companies. We believe that ChatGPT, which was born out of nowhere, will also help the development of robot automation. This article will make an inventory of the global robot market, then mention AI interactive content and multi-modal pre-training technology, and finally analyze the business opportunities it may bring.