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Every two years, IEEE Intelligent Systems acknowledges and celebrates 10 young stars in the field of AI as "AI's 10 to Watch." These accomplished researchers--Nora Ayanian, Finale Doshi-Velez, Heng Ji, Brad Knox, Honglak Lee, Nina Narodytska, Ariel Procaccia, Stefanie Tellex, Jun Zhu, and Aviv Zohar--have all completed their doctoral work in the past five years. Despite being relatively junior in their career, each one has made impressive research contributions. Their successes, goals, and ongoing efforts are discussed here.