How is education GPT created?

In January 2024, OpenAI officially announced that GPTs (mall) will be officially launched.

Therefore, the threshold for programmers has been lowered again. As long as there is enough creativity and imagination, the era has come when everyone can create a GPT tool based on their own professional knowledge.

Using GPTs to conduct research on online education categories has risen rapidly and has become a popular category recommended by officials. In this category, the top ones on the hot list are mathematics GPT, physics GPT, language teaching GPT, video summary GPT, data analysis GPT, and comprehensive GPT in various disciplines.

Among them, there is even a GPT that teaches you how to write prompt words.

Looking at the top 12 GPT products in the education category, mathematics problem solving and language teaching are the two most popular applications.

As of March 2024, only pure mathematics GPT is on the hot list. There are two types, namely math and Math Solver. Language GPT includes Japanese GPT, Korean GPT, and languages ​​that support 20 languages. Teacher GPT──Language Teacher | Ms. Smith.

AI为题目

# Zhiding.com found two 2023 National College Entrance Examination mathematics questions for testing on the two GPTs of math and Math Solver. Let’s see what they can give What an answer.

For the first question, we select the first multiple-choice question from the liberal arts mathematics test paper of the 2023 National College Entrance Examination Paper A. The questions are as follows:

Use math to answer When, it quickly gave the answer:

This is a mathematical question about collective knowledge, and it is also a simple multiple choice question. When solving the problem, math first The topic is briefly described, then briefly analyzed, and finally a calculated answer is given, which is very close to human thinking and logic and is also a normal teaching idea.

In response to this question, the answer given by Math Solver is:

Math Solver gives a complete solution to the problem in three steps. It also provides key concepts, explanations of key concepts, and related exercises. Such problem-solving steps are obviously more suitable for beginners.

However, as far as this question is concerned, the two gave different answers, and the correct answer to this question is A. Obviously, the problem-solving steps given by Math Solver are detailed, but from the perspective of logic and In terms of problem-solving ability, Math Solver still has some shortcomings.

For the second question, we also choose the answer question on this paper that is worth 12 points and involves function calling:

math gives The answer is as follows:

The problem-solving ideas given by Math Solver are as follows:

From the perspective of problem-solving ideas, Although the problem-solving process of math is not concise enough, the problem-solving ideas are more natural and basically conform to human logic and problem-solving steps;

Math Solver adopts a step-by-step problem-solving method as always, but in the problem-solving process In many cases, errors occurred when calling the automatic solver, and the logical thinking during the problem-solving process was obviously not "mathematical" enough, and the expressions were long-winded and imprecise.

Judging from the results, both mathematical GPTs failed to give an answer.

However, it is worth noting that although these two mathematical GPTs failed to give the correct answer, they did not make up an answer. This is obviously because the GPT designer added some precautions in the prompt words. Prompt word for GPT hallucination.

In addition, we tested Language Teacher | Ms. Smith. During the test, it will first ask you what language you want to learn, then it will ask whether you are a beginner or an advanced person, and then it will ask Give some topic suggestions.

In this process, it will default to your native language being English, and will talk to you in English first. After selecting the topic, it will communicate with you in the language you selected, and will also correct your grammatical expressions. mistake.

The actual use experience of such language GPT is obviously better than that of mathematics GPT.

In fact, although today’s GPT has a certain degree of versatility after training based on a large amount of professional data, even the top-ranked teaching GPT among GPTs is still closer to " Language teaching in “small talk” scenarios.

Let Qin Shihuang teach Chinese

In order to facilitate users to develop GPT applications, OpenAI actually embeds the GPT application development platform into GPTs. Through this development platform, novice users You can also design a GPT application step by step in the guided step.

We used this development platform in GPTs and drew on the teaching design logic of Language Teacher | Ms. Smith, and also tried to design a Chinese teaching GPT - Qin Shi Huang Taught Chinese. The following is how we designed this GPT Prompt words used:

First, create a GPT to help English native speakers learn Chinese. The name of the GPT is Qin Shihuang Teaches Chinese. The image should imitate the ancient Chinese emperor. The image of the emperor should be humorous. The emperor holds a hand in his hand. A book with the words Learn Chinese Easily in English and Simplified Chinese on the cover.

Secondly, every time you open this GPT, GPT will first ask:

Hi, nice to see you, please tell me your Chinese language level:

• Beginner (Beginner)
• Intermediate (Intermediate)
• Advanced (Advanced)

Then, after the user selects, continue to prompt the user for dialogue type selection:

Here are the topics we can cover at the intermediate level:

Travel and Culture: Discuss travel experiences, cultural differences, and learn vocabulary about transportation, accommodation, and tourist attractions.

Current Events: Engage in discussions about recent news, focusing on vocabulary related to politics, environment, and society. Express opinions and perspectives.

The Professional World: Talk about various professions, workplace scenarios, and job-related tasks, using industry-specific vocabulary.

Health and Well-being: Discuss health, fitness, and lifestyle choices. Includes medical terms, fitness activities, and health-related habits.

Mock Job Interview: Participate in a simulated job interview, practicing questions and answers common job interviews. This includes learning formal language and industry-specific terminology.

Next, after the user selects the user’s language level and conversation type, actively use the corresponding Language level and conversation type communicate with users on corresponding topics.

After the user selects the user's language level and conversation type, take the initiative to use the corresponding language level and conversation type to communicate with the user on the corresponding topic. During the communication process, a mixture of Chinese and English is used, for example:

Have you been to any interesting places recently? (Have you visited any interesting places recently?)

Finally, after the user answers, first compare the user's answer with the expressions in the fifth edition of "Modern Chinese Dictionary". If the content of the user's answer The expression is not standard, correct the corresponding content first, and then continue the topic, for example:

The first step to correct the error:?Better expression: saw the begonia bloomingcould be more naturally expressed as "see the begonia blooming" .

The second step is to continue the topic chat: That sounds very interesting! The ski resorts near Los Angeles are also famous. It must be beautiful to see begonia flowers blooming, right? Where else do you plan to travel?

The Chinese teaching GPT "Qin Shihuang Teaches Chinese" designed through such a set of prompt words, after the design is completed, basic Chinese teaching can be carried out in a decent manner.

Obviously, even if you don’t buy an AI course worth several thousand yuan, ordinary people can easily develop a decent GPT on the development platform built by OpenAI.

This makes people sigh that the era of artificial intelligence has really arrived.

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