கKatralAI

Career Katral · Lesson 21 · 12 min

LLM-as-judge is a tool, not a court

In one sentence

A judge model can be sweet to fluent lies. Humans still own the gold.

Arul

Arul

Career coach

The market hires proof. We will build the proof.

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

LLM-as-judge is a tool, not a court

A judge model can be sweet to fluent lies. Humans still own the gold.

Then prove it

Open the lab. Pass it. Write one sentence you could say in an interview.

Worked example

The artefact

A judge model can be sweet to fluent lies. Humans still own the gold.

Picture to keep

Cheap pass · Human gold · No self-grade

  1. 1Judge is a sieve
  2. 2Humans are the court
  3. 3Different model if you must