---
id: "lib-2026-09-30-hai-seminar-industry-conversation-with-instacart"
type: "library"
title: "HAI Seminar: Industry Conversation with Instacart"
lang: "EN"
org: "Stanford HAI; Instacart"
source_type: "Talk"
date: "2026-09-30"
week: "2026-W40"
url: "https://nosov.ai/library/lib-2026-09-30-hai-seminar-industry-conversation-with-instacart/"
original_url: "https://www.youtube.com/watch?v=ZByKqo03krQ"
tags: ["future of work", "enablement", "peer diffusion", "adoption evidence"]
---

# HAI Seminar: Industry Conversation with Instacart

## English summary

Stanford HAI seminar: firm-level study of peer-driven diffusion among engineering/data-science teams; pioneers skew senior; organisational lens on paralegal divisions. Speaker: Alexandr Lenk (Instacart Economics), Arvind Karunakaran (Stanford MS&E); yt-dlp auto captions.

Original: https://www.youtube.com/watch?v=ZByKqo03krQ