Скачать или смотреть Closing Knowledge Gaps in Math with AI-Powered PL: UCSD & Vocareum | ASU+GSV Summit 2025

Sanjay Srivastava, CEO of Vocareum and Seshashayee Murthy, Data Science Researcher Halıcıoğlu Data Science Institute at UCSD explore closing knowledge gaps in math with AI-Powered personal learning at the 2025 ASU+GSV Summit.


Math literacy is essential for student success, yet national data shows declining proficiency, making it harder for students to advance in STEM fields. UC San Diego and Vocareum have partnered to tackle this challenge using Generative AI-driven personalized learning, ensuring students master the foundational concepts they need for success.

By leveraging Generative AI alongside SME expertise, we have developed an adaptive domain model that maps mathematical concepts and their prerequisites, linking directly to course materials, textbooks, and assessments. AI-powered formative assessments rapidly diagnose student knowledge gaps, creating a digital twin of each student to personalize instruction efficiently.

This AI-driven system:

Attempts to Close the Bloom 2 Sigma gap cost-effectively, delivering personalized tutoring at scale.

Provides targeted, real-time support, ensuring students receive answers at the right level.

Seamlessly integrates with existing university platforms, including LMS, ERP and Jupyter Notebooks, for online and in-person learning.

Tested in multiple math and programming courses, this approach offers a scalable, data-secure solution for CIOs, CTOs, and provosts seeking to improve student outcomes without increasing faculty workload.

About ASU+GSV
Now celebrating its 16th year, the ASU+GSV Summit has become the world's most impactful gathering of leaders across "PreK to Gray" education and workforce learning. Hosted in San Diego, the annual event has grown to attract over 7,000 attendees from more than 66 countries yearly. Today, the ASU+GSV platform includes the annual ASU+GSV Summit as its flagship convening, The Show @ ASU+GSV exploring the AI Revolution in EDU, and the India-based ASU+GSV & Emeritus Summit.

The ASU+GSV Summit began in 2010 with a collaboration between Global Silicon Valley (GSV) and Arizona State University (ASU). Our north star is that ALL People Deserve Equal Access to the Future, and we believe that innovation at scale across “PreK to Gray” education and skills is critical to achieving that mission.

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