As AI development continues to advance and improve, its applications in the world of education
are becoming more widespread and diverse. This provides innovative solutions
to longstanding challenges that have plagued the education system for
decades.
In this blog post, we will explore
some of the most promising and impactful ways in which generative AI is being
used in EdTech. We will explore specific use cases and impact of AI in education that demonstrate how AI is fundamentally reshaping the world of
edtech.
Top Generative AI Use Cases in EdTech
1. Learning Process Personalization
● Problem: Traditionally, educational
systems work with only one format and ignore the needs of each student. As
there is no such thing as personalization, this can only be a problem for the
student.
● Solution: Generative AI for special
education teachers makes the learning process more personalized using the data
obtained from students like learning style, and preferences. The AI tool is
used to give the children personal instructions by means of developed
professional learning. Childs are advised to go through the book which they
have chosen and which seems to be suitable for them.
AI Tools and
Effectiveness:
●
Knewton: AI does not only provide schools with
first-hand personal content but also adapts in response to how students perform
and how they are interested. This adaptive learning tool utilizes AI to adjust
the lesson content to the learning data obtained during the process.
● Content Technologies, Inc. (CTI): CTI turned the tables because of AI technology compared to the past when the standardized texts dominated. The collection of data provides personal support to the child, instead of trying to adapt to the whole group.
2. Learning Outcomes
Prediction
● Problem: Teachers face difficulty in
foreseeing a drop in student performance and coming up with ways to prevent it.
This may lead to even more students spiraling into a crisis, which will make it
hard for them to give interventions on time.
● Solution: The generative AI can analyze
historical and data in real time which is an accurate way to predict student
outcomes. With the help from AI in exploring trends, academic outcomes can be
predicted and issues could be addressed much in advance.
AI Tools and Effectiveness:
●
Squirrel AI: This AI-powered
platform makes predictions about a student by analyzing the learning behaviors
and gives targeted recommendations to improve outcomes.
● Gradescope: The analysis of AI in student work
and the future grade-prediction is helpful for educators for figuring out the
problem and finding the solution for the student before the situation
escalates.
3. Assistance During Learning
●
Problem: Sometimes the learners need
more support after the class and the teachers may not be available at that time
to offer them immediate help.
●
Solution: AI-backed virtual tutors and
chatbots have the ability of providing the students with the aid in real-time.
They can help the students to answer their questions, to explain the material,
and to guide them through the problem.
AI Tools and Effectiveness:
●
Querium: This is a software tool that employs
machine learning to offer AI-driven tutoring mainly in STEM subjects, based on
the assistant's ability to guide and to comprehend more advanced topics.
● Cognii: An AI-driven virtual assistant,
Cognii is a tool that allows the students to interact with it just like with a
teacher thus, providing them with personalized help and feedback.
4. Administrative Workflows
●Problem: One of the most time-consuming
and error-prone is the administrative tasks involved like grading, scheduling,
and record-keeping. These caused educators to take away time from teaching to
deal with them.
● Solution: Generative AI can automate
many workflows that administrative staff perform, effectively cutting down on
the educators' workload and ensuring flawless administration all along.
AI Tools and Effectiveness:
●Gradescope: Automates grading and provides
analytics to streamline assessment processes.
●
Kira Talent: AI is used in the
management of admissions processes such as application reviews and interview
scheduling, thus the bias is minimized as well as efficiency is enhanced.
5. Curriculum Design
●
Problem: Developing a curriculum that
adapts to the diverse learning and applies the latest job market innovations
can be quite demanding and includes a lot of resources.
●
Solution: The use of generative AI in
developing dynamic and relevant curricula can be made possible by examining the
present trends, education standards, and student feedback.
AI Tools and Effectiveness:
● IBM Watson Education:
Utilizes AI as a platform for researching and optimizing curricula through data
analysis, thus making sure that the content remains relevant and efficient.
● Coursera:
Uses AI to filter the contents and suggest initial updates by looking at the
provided data as well as market demand.
6. Resource Planning
●
Problem: A key issue that educational
institutions face is the proper allocation of resources. This usually involves
the use of sophisticated methods and is in most cases carried out by people.
●
Solution: Artificial intelligence in
EdTech can review the facts such as data on the number of enrolled and
utilization of resources, and the academic performance to help schools plan and
budget more accurately.
AI Tools and Effectiveness:
●
BrightBytes: Uses big data and
AI analytics to provide solutions that help schools allocate their resources
properly and enhance students' academic performance.
●
Aptitude:
Makes use of AI technology in education to predict the demand of resources and
accordingly makes the correct utilization of educational resources.
Is AI Problem-Solving Technology for
EdTech?
Yes! Education is changing rapidly due to advanced AI systems. These AI technologies in the Education sector are helping to solve major challenges in education and improving how students learn. AI development can personalize learning for each student, making sure they get lessons suited to their needs and skills. AI also automates many tedious tasks for teachers, giving them more time to focus on teaching. AI in EdTech provides learning in the classroom like never before. Generative AI Development not only improves the whole process of learning but also gives a great lesson to the children who can use them to great extent to improve their education.
Author Bio:
Name: Nishant Bijani
Nishant is a dynamic individual,
passionate about engineering, and a keen observer of the latest technology
trends. He is an innovative mindset and a commitment to staying up-to-date with
advancements, he tackles complex challenges and shares valuable insights,
making a positive impact in the ever-evolving world of advance technology.
Author LinkedIn: https://www.linkedin.com/in/nishantbijani/
