---
id: "action-psychological-agility"
type: "action-item"
source_timestamps: ["§ Optimizing for the Unknown"]
tags: ["career-development", "psychology"]
related: ["concept-optionality", "claim-human-capital-roi"]
speakers: ["Toby E. Stuart"]
action: "Develop the willingness to abandon sunk-cost career plans, reskill frequently, and detach from rigid professional identities."
outcome: "Personal survival and adaptability in a highly volatile, AI-disrupted labor market."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-foci-72-future-ai-fog"
sourceUrl: "https://hbr.org/2026/04/the-future-is-shrouded-in-an-ai-fog"
sourceTitle: "The Future Is Shrouded in an AI Fog"
---
# Cultivate Psychological and Professional Agility

**Action (for individuals):** Develop the ability to **abandon plans despite heavy prior investment** (sunk costs). This requires **reskilling frequently**, **refocusing on emerging opportunities**, and **letting go of rigid professional identities** so you can adapt as circumstances evolve.

**Outcome:** Personal survival and adaptability in a highly volatile, AI-disrupted labor market.

The individual-level expression of [[concept-optionality]]; a direct response to the human-capital [[concept-risk-vs-uncertainty|uncertainty]] behind [[claim-human-capital-roi]] and the [[question-doctor-definition|'doctor in 2035']] question. **Nuance:** because AI may increase reliance on pedigree signals ([[contrarian-education-roi]]), 'agility' should not be read as 'credentials no longer matter' — the effect is stratified.