Use one agent to do the work and another to review it against a rubric.

Thariq explains how this works for video shorts:

“For something like, ‘Is this a good video short or not?’ you don’t have a deterministic answer.

You should have a separate verification agent read a rubric, review the short, and give feedback.

We call it self-preferential bias. When a model prefers its own output, it’s going to be more lenient at verifying it.”

📌 Watch the full episode here: youtu.be/aVO6E181cNU