This ML is a Maths Genius! Can Ace University-level Problems

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04 Aug 2022, 5:30 am

The ML model automatically explains solutions and rapidly generates new problems in university math subjects.

Multivariable calculus, differential equations, linear algebra — topics that many MIT students can ace without breaking a sweat — have consistently stumped machine learning (ML) models. The best models have only been able to answer elementary or high school-level math questions, and they don't always find the correct solutions. Now, a multidisciplinary team of researchers from MIT and elsewhere, led by Iddo Drori, a lecturer in the MIT Department of Electrical Engineering and Computer Science (EECS), has used a neural network model to solve university-level math problems in a few seconds at a human level. The ML model also automatically explains solutions and rapidly generates new problems in university math subjects. When the researchers showed these machine-generated questions to university students, the students were unable to tell whether the questions were generated by an algorithm or a human.

5 Effective Ways AI Will Improve Education

Let's review some of the most amazing examples of how technology will help students to enjoy studying and get more educated and skilled in a shorter time without stress.

1. Personalized learning in schools and colleges

With the help of AI, teachers and tutors will have more time to monitor how the students are using individual concepts. Therefore, teachers will no longer have to teach things and perform routine tasks that can be studied and done with the help of modern devices but focus on monitoring specific methods and seeing how good students understand them.

2. Well-organized learning processes

3. AI will predict student's educational path

Machine learning in education will help to analyze students' capabilities and performance. Smart programs will help to study how young people understand the material, and their strong and weak points in order to predict how they will perform in the future. With the help of such programs, it would be so much easier to plan a study plan and help students to improve their grades. The role of teachers would be to support and assist students during an educational process. In some schools, colleges, and universities learning analytics already schedule personalized learning experiences and help students to feel more comfortable and confident when learning new material.

4. Unbiased grading

One of the main problems that often occur in schools and colleges is biased grading. Artificial intelligence software will provide unbiased grading and make students trust the educational system more. No attitudes and prejudices of teachers will affect the students' scores. AI will make all students equal still helping each and everyone to follow his own learning path and reach goals.

5. Predicting career path

AI doesn't only predict the educational future for the students helping them to understand and visualize their perspectives. Advanced platforms gather information from a student's college application, their essays, tests, and recommendations from teachers in order to determine their career paths. Nowadays, technology can predict students' weak and strong points, and detect what they are good at and in what areas they may have trouble. By analyzing a student's strengths and interests, AI can identify a career path and help a student to move towards his or her goal.

Conclusion

There are great experiments that have already been proved to be very effective for both students and teachers. AI will make big and positive changes in education helping students to enjoy the learning process and have a better understanding of their teachers. Students will no longer feel apprehensive about their teachers and be scared of being judged. Young people are very good with technology, therefore, having modern devices and studying with the help of online resources will make them feel comfortable. As soon as artificial intelligence will be fully implemented into education, we will see education upgrade to new levels faster than at any time in history.