April 3, 2024 | 青青伊人
With the popularity of ChatGPT, AI has gradually become a ubiquitous concept in the public eye. It seems that we have come into an era in which AI has become an integral part of our lives. From managing our daily schedules to automating complex processes in various industries, AI has permeated nearly every aspect of society.
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What is AI?
Artificial Intelligence includes machine learning, deep learning, and natural language processing. It deeply depends on computing power and the massive amount of data processed by algorithms.
At present, we usually define AI into two categories: Narrow AI and General AI. Narrow AI, or Weak AI, is designed to perform a specific task, such as voice recognition, image classification, or playing a game like chess. Narrow AI systems are typically good at what they do but do not have the ability to understand or learn beyond their programming. While General AI is a hypothetical form of AI that has all the intellectual capabilities of a human. It would be able to understand, learn, and apply knowledge across a wide range of tasks, just like a human being. As of now, General AI remains a topic of research and science fiction, as the technology and understanding required to achieve it have not yet been realized.
Here we want to simply illustrate some definitions in the AI field:
Machine Learning: A subset of AI that allows machines to improve their performance on a task through experience.
Deep Learning: A further subset of machine learning, inspired by the human brain, that uses neural networks with many layers to analyze various aspects of data.
Natural Language Processing (NLP): The ability of computers to understand, interpret, and generate human language, in a way that a human would.
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How to Prepare Our Students for AI-powered Society?
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Preparing students for a future where AI is an integral part of daily life involves more than just teaching them to code or operate AI systems. It requires a holistic approach that encompasses the development of a diverse range of skills, including critical thinking, creativity, ethical reasoning, and digital literacy. It also involves cultivating an understanding of the broader implications of AI, such as its potential to disrupt labor markets, its role in addressing global challenges, and the ethical considerations it raises.
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