Discovery and innovation research focuses on identifying and exploring new directions in AI that could lead to breakthrough capabilities or insights. This involves surveying the research landscape, identifying gaps and opportunities, running exploratory experiments, and incubating promising early-stage ideas. Discovery work is inherently high-risk but potentially high-reward, aiming to find the next major advances rather than incrementally improving existing approaches. This research requires breadth across AI subfields and creativity in connecting disparate ideas.