At Dolby Laboratories’ Tech Summit, Ashok Goel, director of U. S. National Science Foundation AI-ALOE, outlined how artificial intelligence can be leveraged to address one of the most pressing challenges in the modern workforce: reskilling and upskilling adults in an era of rapid technological change.
Goel noted that even conservative projections show millions of workers could be displaced by AI. Rather than view AI solely as a disruptor, AI-ALOE seeks to position it as a solution. AI-ALOE focuses on workers from their 20s to their 70s, designing sociotechnical systems that combine AI tools with improved instructional design to meet diverse life circumstances and learning needs.
He highlighted three flagship AI-ALOE innovations:
- Jill Watson, a virtual teaching assistant that enhances online learning by answering course related questions using only instructor approved materials. Studies show it improves students’ perception of teaching presence, fosters peer interaction, and encourages higher order thinking by making learners more comfortable asking complex questions.
- Ivy, an interactive video coach that breaks down complex skills into smaller components using a Task-Method-Knowledge framework, blending knowledge based AI with generative AI to promote deeper causal understanding.
- SAMI, a social matching tool that connects students with peers who share similar life experiences, fostering belonging and motivation in large, asynchronous online courses.
Goel also shared two research insights that education can give back to AI development: agents should have a theory of their own mind to explain their reasoning and build trust, and AI systems should develop a mutual theory of mind with human users to improve collaboration.
While AI-ALOE’s tools have shown strong results among graduate learners, Goel cautioned that outcomes vary across different student populations. He emphasized that AI’s greatest potential lies in higher education and adult workforce training, where self-directed learning is essential, rather than in replacing teachers for K-12 students.
