---
id: "lib-2026-10-28-can-people-grow-without-doing-that-work"
type: "library"
title: "Can people grow without doing \"that work\"? Redesigning experience in the genAI era"
title_original: "「その仕事」をしなくても、育つことはできるのか――生成AI時代、経験をどう再設計するか"
lang: "JA"
org: "Recruit Works Institute (リクルートワークス研究所)"
source_type: "Practitioner post"
date: "2026-10-28"
week: "2026-W44"
url: "https://nosov.ai/library/lib-2026-10-28-can-people-grow-without-doing-that-work/"
original_url: "https://www.works-i.com/research/project/genai-growth/organization/detail002.html"
tags: ["future of work", "enablement"]
---

# Can people grow without doing "that work"? Redesigning experience in the genAI era

Original title: 「その仕事」をしなくても、育つことはできるのか――生成AI時代、経験をどう再設計するか

## English summary

Part 2 of a 3-part company study group series (10-27 to 10-29). Splits experience into what AI can shorten (knowledge, procedures, simulated practice) and what it cannot (real customer surprise, owning a failed decision); cites a retailer that sends tech-fluent juniors to the floor to build hypothesis sense; firms embedding senior reviewers' criteria in AI feedback for juniors. Qualitative, firm cases anonymised.

Original: https://www.works-i.com/research/project/genai-growth/organization/detail002.html