---
id: "question-measuring-invisible-debt"
type: "open-question"
source_timestamps: ["¶13"]
tags: ["metrics", "accounting"]
related: ["concept-capability-debt", "concept-judgment-debt"]
resolutionPath: "Development of new organizational health metrics that track the ratio of junior-to-senior engineers, the frequency of paired programming sessions, and the rate of latent defect discovery linked to AI generation."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-cl-84-big-tech-capability-crisis"
sourceUrl: "https://hbr.org/2026/06/big-techs-looming-capability-crisis"
sourceTitle: "Big Tech’s Looming Capability Crisis"
---
# How Can Organizations Quantify Capability and Judgment Debt?

## Open Question — Quantifying Invisible Debt

The authors state that [[concept-capability-debt-d2|capability debt]] and [[concept-judgment-debt|judgment debt]] are *"invisible on the income statement"* yet compound over time (see [[quote-two-debts]]). The text offers **no mechanism** for CFOs or engineering leaders to measure or quantify these debts *before* a catastrophic failure.

**Possible resolution path:** new organizational-health metrics — the junior-to-senior engineer ratio, frequency of paired-programming sessions, and the rate of latent-defect discovery linked to AI generation.