Insights / Analysis

Human Judgment in AI-Supported Organizations

Human authority remains necessary where objectives, values, exceptions and consequences cannot be reduced to model output.

BLACK& Research15 July 2026

The central idea

Human authority remains necessary where objectives, values, exceptions and consequences cannot be reduced to model output.

Why it matters

Models optimize within the objective and context they receive. Humans remain responsible for choosing objectives, resolving exceptions, balancing values and accepting consequences.

Put it into practice

Define where AI advises, where it may execute and where explicit human approval is mandatory.

A question for leaders

What would change in the organization if the principle behind “Human Judgment in AI-Supported Organizations” became part of its normal operating system rather than a one-time exercise?