Alexandr Lenk & Arvind Karunakaran | Industry Conversation with Instacart
This seminar pairs a case study of AI diffusion with an organizational approach to technological changes in the workplace.
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This seminar pairs a case study of AI diffusion with an organizational approach to technological changes in the workplace.
This talk will cover key insights from the third AI100 report, AI Goes Mainstream: The Scaling Era and the Rise of Generative AI, set for release in October 2026. The report was commissioned by the AI100 standing committee and led by study panel chair Michael Wooldridge.

This talk will cover key insights from the third AI100 report, AI Goes Mainstream: The Scaling Era and the Rise of Generative AI, set for release in October 2026. The report was commissioned by the AI100 standing committee and led by study panel chair Michael Wooldridge.
Sessions run Wednesdays from 4:30–5:30 PM in CoDa E160. Each session features a different Stanford speaker; talk titles are announced by the organizers.

Sessions run Wednesdays from 4:30–5:30 PM in CoDa E160. Each session features a different Stanford speaker; talk titles are announced by the organizers.
Alexandr Lenk (Instacart Economics) will share findings on how AI adoption diffuses through peer networks inside firms and drives real productivity gains with evidence from a major e-commerce company's engineering and data-science teams. Arvind Karunakaran (Stanford MS&E) will offer an organizational lens on what follows: how the arrival of AI tools reshapes roles, workflows, expert authority, evaluative metrics, and and oversight relationships at work, drawing on his field research on human-AI augmentation. Discussion will explore where these two pictures meet, where they diverge, and assessing the enterprise value of AI.
