FRI Verticals

Five
Verticals

The Faith Response Index reports across five verticals: People vs LLMs, Faith vs Secular Choice, Faith-Context Adaptation, Representational Equity, and Model Comparison. Each has its own page and JSON mirror.

Browse questionsCore overview

Pick A VerticalOne PagePer Vertical

Each vertical has a dedicated public page with the headline figures for the current snapshot and a link to the full report in Core. Core stays as the overview that links to all five.

People vs LLMs

Human-AI Gap

Where model choices split from the human answer distribution, and where models answer with false certainty on questions people are divided on.

Open Human-AI Gap
Faith vs Secular Choice

Faith/Secular Gap

How often models collapse to one option on faith-versus-secular choices, and which direction they collapse toward.

Open Faith/Secular Gap
Faith-Context Adaptation

Faith Context

Whether models change their practical answer when the user gives clear faith identity, practice, or community context.

Open Faith Context
Representational Equity

Faith Equity

Whether traditions receive comparable tone, specificity, and respect in controlled representation tasks.

Open Faith Equity
Model Comparison

Model Comparison

The directional Core FRI score by model, the field median, and the gap from the leader.

Open Model Comparison

For CLI AgentsMachineAccess

Every vertical page has a JSON mirror at /verticals/<slug>.json with the same headline figures, and an evidence API at /api/v1/verticals/<id>.json with the full mission-evidence block. Both are public with no sign-in.

/verticals/human-ai-gap.json

Human-AI Gap JSON

Where model choices split from the human answer distribution, and where models answer with false certainty on questions people are divided on.

Open the JSON mirror
/verticals/faith-secular-gap.json

Faith/Secular Gap JSON

How often models collapse to one option on faith-versus-secular choices, and which direction they collapse toward.

Open the JSON mirror
/verticals/faith-context.json

Faith Context JSON

Whether models change their practical answer when the user gives clear faith identity, practice, or community context.

Open the JSON mirror
/verticals/faith-equity.json

Faith Equity JSON

Whether traditions receive comparable tone, specificity, and respect in controlled representation tasks.

Open the JSON mirror
/verticals/model-comparison.json

Model Comparison JSON

The directional Core FRI score by model, the field median, and the gap from the leader.

Open the JSON mirror