---
id: "prereq-human-judgment"
type: "prereq"
source_timestamps: ["¶92 (Daisy Auger-Domínguez)", "¶94 (Daisy Auger-Domínguez)"]
tags: ["skills", "ai-limitations"]
related: ["entity-klarna", "quote-investing-in-judgment", "claim-hr-must-own-ai-strategy", "question-scaling-judgment"]
speakers: ["Daisy Auger-Domínguez"]
reason: "Automation without underlying human judgment leads to catastrophic organizational design failures."
sources: ["reskilling"]
sourceVaultSlug: "hbr-seg-reskilling"
originDay: 10
articleStem: "hbr-edu-43-leading-human-ai-organization"
sourceUrl: "https://hbr.org/2026/05/leading-the-human-ai-organization"
sourceTitle: "Leading the Human-AI Organization"
---
# Human Judgment as a Baseline

Before organizations can successfully automate complex workflows, they must recognize that **AI lacks human judgment.** The [[entity-klarna-d10|Klarna]] example illustrates that stripping out human oversight to achieve automation efficiency often results in **systemic failures that require rehiring humans to fix.**

**Why it's a prerequisite:** Automation without underlying human judgment leads to catastrophic organizational-design failures. This is the substrate beneath [[claim-hr-must-own-ai-strategy]], is stated affirmatively in [[quote-investing-in-judgment]], and is the very skill the panel cannot yet scale — see [[question-scaling-judgment]]. Voiced by [[entity-daisy-auger-dom-nguez|Daisy Auger-Domínguez]].


## Related across articles
- [[concept-ai-era-judgment]]
- [[claim-ai-shifts-leadership-value]]
- [[question-scaling-judgment]]