Studio Matrx Monthly · Volume 1 · Issue 1 · June 2026
Amogh N P
 In loving memory of Amogh N P — Architect · Designer · Visionary 
AI & ML for Designers
Mastery check

Module 1 mastery check — AI & ML Foundations

8 questions · pass mark 70%. Answer all, then see your score and a quick why for each.

  1. 01A diffusion model like FLUX produces an image by:

  2. 02You run the exact same prompt twice in an image AI and get two different buildings. Why?

  3. 03In plain terms, 'latent space' is best described as:

  4. 04Why does an image AI default to a Western-looking 'beautiful modern home'?

  5. 05Which is the most reliable way to counter a model's Western bias on an Indian brief?

  6. 06What does a negative prompt do?

  7. 07Why is prompting described as 'a single skill' across image and text AI?

  8. 08A colleague says they must learn dozens of new AI tools to keep up. The better strategy is to: