LILA ~ Learning Innovations Laboratory at the Harvard Graduate School of Education

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January 15, 2026 – Member Call

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Title File Name Caption Date
January 2026 Member Call Sigelman-Resiliency in the Age of AI Resiliency-in-the-Age-of-AI-LILA-Sigelman-26.01.1438-1.pdf I is reshaping work far faster than our institutions are adapting—but not in the ways most headlines predict. Rather than replacing whole jobs, AI is unbundling them, automating some tasks while elevating others. The question for leaders is no longer whether roles will change, but how quickly, and whether our learning systems can keep pace. In this session, we’ll explore emerging evidence on how work is actually evolving. What can real-time labor market signals tell us about which skills are fading, which are rising, and how the balance of tasks within a single role is being rewritten? How can leaders anticipate these shifts at the level where change truly happens—not occupations, but skills? January 20, 2026 5:47 pm

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