KatralAI

Teach the human who scores

In one sentence

Two raters must mark the same lie the same way. A one-page guide is the job.

Meera

Work mentor

You do not need a new title. You need a new way of working.

Read the idea, watch the picture, then try it with your hands.

Watch the idea

The concept

Case

Question + allowed sources

Score

Groundedness, not style

Gate

Invented citation is caught

The instrument

If two humans disagree, you are not measuring the model. You are measuring a foggy guide. Fix the page first.

Speed invents yes. Pay for careful hard cases. Three labels only: grounded, unsupported, refuse.

Worked example

Two raters, one lie, two different marks. The model is innocent. The guide is broken.

Picture to keep

Guide · Example · Agreement