Email: ali-design [at] csail.mit.edu
My research focuses on AI and creativity. I build machines to understand creativity aspects of our intelligence, and supports us in advancing our innovation. For example, how can we build AI that like humans learns to solve a task by defining simpler tasks and generalizing to more complex tasks? For this, I study two components of human intelligence: generalization and thinking outside the box (out of distribution). Developments from my work demonstrate three main applications: 1) Learning by generating, 2) Personalized creativity support tools to augment and democratize creativity, and 3) Learning theories of cognition and creativity.