FAULTLINEResearch pre-flight / 01
System status: nominal
Research pre-flight / controlled input

Before you trust an AI conclusion, stress-test it.

FAULTLINE helps students and researchers catch AI conclusions that change when the same evidence is questioned differently.

Ask→Stress Test→Know What Needs Verification

Ask whether an AI interpretation deserves your confidence before you cite or rely on it.

Paste the study excerpt, data, source, or notes the AI conclusion should be compared against.

Tests equivalent wording across independent AI model families.
High-impact starting pointsResearch / 04

Built for decisions where wording matters.

Research

Catch overclaimed conclusions before citing them.

School

Check AI-assisted research before submitting it.

Analysis

Identify conclusions that depend heavily on framing.

Response variability
Signal / idleAwaiting run