Google has introduced LearnLM, a new family of models based on Gemini and fine-tuned for learning and education. The goal is to make Google products, such as Search, Gemini, and YouTube, more interactive, personalized, and engaging for learners.
LearnLM is underpinned by educational research and tailored to how people learn. The models are designed to inspire active learning, manage cognitive load, adapt to learners' needs, stimulate curiosity, and deepen metacognition. If you are an educator, I highly recommend that you take a look at their technical report. They detail their approach and highlight how they are working with the AI and EdTech communities to maximize the positive impact of generative AI in education.
Google is already integrating LearnLM technology into its products to help users to deepen their understanding of complex topics. For example, Google Search will soon allow users to adjust AI Overviews into more useful formats, while Android's Circle to Search will help solve complex math and physics problems. Gemini Gems will allow users to create a custom AI "expert" on any topic that can act as a learning coach to provide personalized study guidance. Additionally, YouTube will feature a conversational AI tool, enabling users to ask clarifying questions or take quizzes during educational videos.
Google is also using LearnLM to develop AI experiences for schools. In Google Classroom, a pilot program is helping teachers with lesson planning, giving them more time to focus on teaching.
In addition to LearnLM, Google is introducing two experimental tools that push the boundaries of learning even further. The first tool, Illuminate, breaks down complex research papers into engaging, bite-sized audio conversations. In minutes, it generates audio with two AI voices discussing the key insights from these papers. Google says users will soon be able to ask follow-up questions also. I can't wait to try this on all the Arxiv papers that I read daily!
The second tool, Learn About, is an immersive Labs experience that seeks to transform information into understanding. By combining high-quality content, learning science principles, and interactive chat experiences, Learn About guides users through any topic at their own pace. Learners can upload files, take notes, and ask clarifying questions along the way, creating a truly personalized and enriching learning journey.
Google is collaborating with institutions like MIT RAISE, Columbia Teachers College, Arizona State University, NYU Tisch, and Khan Academy to improve and extend LearnLM beyond its own products. The company has extended an open invitation for interested parties to work with them in defining educational benchmarks and exploring the possibilities of applying generative AI to teaching and learning.