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No, ChatGPT Doesn’t Mean You Don’t Need to Learn Things

Summary

This article discusses the impact of large language models like ChatGPT on the need for learning. It posits that while ChatGPT is novel, the kind of technological change it brings about is not new and has not resulted in a diminishing of the need for skills and knowledge, but an increase. It argues that even with AI, background knowledge is important and that people still need to understand to use the machine to get the answer they seek. It also suggests that learning will still be necessary in the future, as people will need to understand the answers given by the machine and that the value of certain skills may increase as they are used in collaboration with AI. In the long-term, the impact of AI on learning is uncertain, but in the short- to medium-term, it will not devalue learning complex skills and knowledge, but will increase the value of these activities.

Q&As

What is the impact of ChatGPT on the need for learning?
The impact of ChatGPT on the need for learning is that it will not make learning obsolete, but may change what kind of knowledge is worth learning.

What does educational psychology tell us about knowledge?
Educational psychology tells us that background knowledge is important, as people who know more about a subject can understand and retain more of what they read.

What impact will ChatGPT have on the value of book learning?
The impact of ChatGPT on the value of book learning is not obvious, but it is likely that the ability to look something up is not a substitute for having knowledge in your head.

What is the importance of background knowledge?
The importance of background knowledge is that it allows people to ask useful questions and understand the answers from LLMs more accurately.

How will the value of complex skills and knowledge change with ChatGPT?
The value of complex skills and knowledge with ChatGPT will likely increase, as the combination of knowledgeable person + ChatGPT will outperform ignorant person + ChatGPT by a wider margin than exists between the two people on their own.

AI Comments

👍 This article provides an insightful look into the value of learning and how ChatGPT can compliment it. It is a great read full of interesting facts and useful information.

👎 This article is overly long-winded and fails to make a concrete point. It meanders through a variety of topics without providing a clear conclusion.

AI Discussion

Me: It's about how ChatGPT won't replace the need for learning. It says that while ChatGPT is novel, the kind of technological change it has brought about has not eliminated the need for skills and knowledge, but has increased it. The article also goes on to say that even if you use a calculator, you understand math better when you first learn to do it by hand, as working through low-level calculations creates conceptual and procedural skills that build an intuitive sense for the underlying algorithms.

Friend: That makes sense. I think that even though ChatGPT can help us with certain tasks, it can't replace the importance of learning. It's just a tool that can help us learn faster and more efficiently.

Me: Exactly. And the article also talks about how ChatGPT may change the kind of knowledge that is worth learning, but it's hard to predict exactly how. But I think one thing is certain: learning is still important and will continue to be important in the future.

Action items

Technical terms

ChatGPT
ChatGPT stands for Chatbot Generative Pre-trained Transformer. It is a type of artificial intelligence (AI) technology that uses natural language processing (NLP) to generate answers to questions.
LLMs
LLMs stands for Large Language Models. These are AI models that use natural language processing (NLP) to generate answers to questions.
Background Knowledge
Background knowledge is the knowledge and understanding of a subject that a person has acquired before engaging in a particular activity.
Slide Rule
A slide rule is a mechanical device used to perform mathematical calculations.
Arithmetic
Arithmetic is the branch of mathematics that deals with the manipulation of numbers.
Calculator
A calculator is a device used to perform mathematical calculations.
AI
AI stands for Artificial Intelligence. It is a field of computer science that focuses on creating machines that can think and act like humans.
NLP
NLP stands for Natural Language Processing. It is a field of computer science that focuses on understanding and generating natural language.

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