---
title: Constitutional AI - Definition & Examples | RGM® Glossary
url: https://realgrowthmatters.com/glossary/constitutional-ai/
updated: 2026-06-10
source_html: https://realgrowthmatters.com/glossary/constitutional-ai/
---

Growth Glossary — Definition

SHT CONSTITUTIONAL

# Constitutional AI

Anthropic's alignment approach using principles. A working definition from the RGM marketing glossary.

Anthropic's alignment approach using principles.

Term
:   Constitutional AI

Field
:   Statistics & Analytics

Category
:   Statistics & Analytics

## A working definition

One idea, plainly put.Treat Constitutional AI as an analytical concept with a clear scope. Two people using the term should mean the same thing.

Anthropic's alignment approach using principles.

Constitutional AI is a statistics & analytics term for an analytical concept. Agree the scope and two people stop talking past each other.

## The mechanics

Worth a slow read.There is no single setting for Constitutional AI. It bends to the audience, the channels, and the wider plan.

Constitutional AI is not a switch you flip. It names a moving idea, and the way it plays out shifts with the setup. A lean team running one paid channel applies Constitutional AI differently than a brand running ten. Use Constitutional AI loosely and teams pull apart; pin it down and the math lines up.

The working rule is plain. Agree what Constitutional AI covers first, then act on it. Skip that order and Constitutional AI loses its shared meaning, and two teams end up measuring two different things. Keep this in mind.

## Where it shows up

Hold that thought.Use Constitutional AI when it changes a choice. If it is not driving a decision, it is vocabulary, not leverage.

Bring Constitutional AI in when a live choice hangs on it. In statistics & analytics work, that usually means one of three moments. Away from a decision, Constitutional AI is background, not a lever.

1. **Setting budget.** Constitutional AI clarifies which budget line deserves more.
2. **Choosing a metric.** Constitutional AI flags whether the number you report is causal.
3. **Comparing options.** Constitutional AI stops a tidy-looking comparison from misleading.

## Worked example

Keep this in mind.To make Constitutional AI concrete, the case below uses Netflix and figures from public reporting plus RGM analysis.

Look at Netflix. In a sequential-testing rollout, Constitutional AI drove the decision rather than sitting in a footnote. A baseline came first, then a single agreed meaning of Constitutional AI, then the read: average test length fell 28%.

Worked example for Constitutional AI -- illustrative figures, RGM analysis

| Stage | The step taken | Why it mattered |
| Baseline | Took a before reading on Constitutional AI. | A reference to judge against. |
| Define | Locked the scope of Constitutional AI so it stayed stable. | Two people, one meaning. |
| Act | A sequential-testing rollout — one variable. | Cause and effect, isolated. |
| Result | Average test length fell 28% | A call backed by the read. |

Treat the Constitutional AI figures as illustrative, labeled RGM analysis. Reuse the sequence, not the digits.

## Common mistakes

Here is the short version.Four failure modes recur with Constitutional AI. Name them and they are easy to design around.

- **One blanket rule.** Applying Constitutional AI the same way everywhere. Split it by audience, channel, and business model.
- **No anchor.** Quoting Constitutional AI without a starting point. Always pair it with a baseline.
- **Wrong target.** Treating Constitutional AI as the goal. The goal is the outcome it predicts.
- **Bad compares.** Benchmarking Constitutional AI with no adjustment. Account for the model differences first.

## Frequently asked questions

How is Constitutional AI defined?

Anthropic's alignment approach using principles. Settle what Constitutional AI covers first; the strategy follows from there.

Why does Constitutional AI matter?

Constitutional AI shows up in budget reviews and channel reporting. Use it loosely and teams pull apart; use it precisely and the numbers line up.

How do teams use Constitutional AI?

Teams put Constitutional AI to work on a spend split, a metric, or a head-to-head call. See the Netflix walk-through above.

What goes wrong with Constitutional AI most often?

Treating Constitutional AI as one blanket rule and reporting it with no baseline. Both hide a soft assumption.

How is Constitutional AI defined?
:   Anthropic's alignment approach using principles. Settle what Constitutional AI covers first; the strategy follows from there.

Why does Constitutional AI matter?
:   Constitutional AI shows up in budget reviews and channel reporting. Use it loosely and teams pull apart; use it precisely and the numbers line up.

How do teams use Constitutional AI?
:   Teams put Constitutional AI to work on a spend split, a metric, or a head-to-head call. See the Netflix walk-through above.

### Related reading

### Related terms