# Keywords and Queries (Three-Layer Structure)

## 1. Keywords by Layer and Category

### Layer 1 — Domain and Tools (16)

- `architect`
- `architects`
- `architecture`
- `architectural`
- `"architectural design"`
- `"computational design"`
- `BIM`
- `Revit`
- `Rhino`
- `Grasshopper`
- `Parametric`
- `"generative design"`
- `Rendering`
- `archviz`
- `"architectural education"`
- `"architecture students"`

### Layer 2 — AI and Generative Tools (10)

- `AI`
- `GenAI`
- `"generative AI"`
- `"artificial intelligence"`
- `Midjourney`
- `ChatGPT`
- `Copilot`
- `"Stable Diffusion"`
- `DALL-E`
- `"AI rendering"`

### Layer 3 — Skill, Cognition, Process, and Education (29)

#### 3.1. Direct Skill (8)

- `skill`
- `skills`
- `upskilling`
- `deskilling`
- `reskilling`
- `downskilling`
- `"skill loss"`
- `expertise`

#### 3.2. Cognition and Design (8)

- `creativity`
- `"design thinking"`
- `"critical thinking"`
- `judgment`
- `intuition`
- `authorship`
- `"cognitive offloading"`
- `overreliance`

#### 3.3. Process, Adaptation, and Role (7)

- `workflow`
- `automation`
- `replace`
- `replacement`
- `augmentation`
- `"human-in-the-loop"`
- `"role of the architect"`

#### 3.4. Technical, Environmental, and Pedagogy (6)

- `"technical skills"`
- `"environmental design"`
- `"building performance"`
- `"energy modeling"`
- `curriculum`
- `learning`

---

## 2. Three-Layer Queries (`Layer 1 AND Layer 2 AND Layer 3`) — 48 Queries

### 2.1. Direct Skill (16)

1. `(architect OR architectural) AND (GenAI OR "generative AI") AND (skill OR skills)`
2. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (skill OR skills)`
3. `(BIM OR Revit) AND (GenAI OR "generative AI") AND (skill OR skills)`
4. `(BIM OR Revit) AND (Midjourney OR ChatGPT) AND (skill OR skills)`
5. `(architect OR architectural) AND (GenAI OR "generative AI") AND (upskilling OR reskilling)`
6. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (upskilling OR reskilling)`
7. `(Rhino OR Grasshopper) AND (GenAI OR "generative AI") AND (upskilling OR reskilling)`
8. `(Rhino OR Grasshopper) AND (Midjourney OR ChatGPT) AND (upskilling OR reskilling)`
9. `(architect OR architectural) AND (GenAI OR "generative AI") AND (deskilling OR "skill loss")`
10. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (deskilling OR "skill loss")`
11. `(Parametric OR "generative design") AND (GenAI OR "generative AI") AND (deskilling OR "skill loss")`
12. `(Parametric OR "generative design") AND (Midjourney OR ChatGPT) AND (deskilling OR "skill loss")`
13. `(architect OR architectural) AND (AI OR "artificial intelligence") AND (skill OR skills)`
14. `(Rhino OR Grasshopper) AND Copilot AND (skill OR skills)`
15. `(architect OR architects) AND (GenAI OR "generative AI") AND (downskilling OR deskilling)`
16. `("architectural design" OR "computational design") AND (GenAI OR ChatGPT) AND (skills OR expertise)`

### 2.2. Cognition and Design (16)

17. `(architect OR architectural) AND (GenAI OR "generative AI") AND (creativity OR "design thinking")`
18. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (creativity OR "design thinking")`
19. `(Rendering OR archviz) AND (GenAI OR "generative AI") AND (creativity OR "design thinking")`
20. `(Rendering OR archviz) AND (Midjourney OR ChatGPT) AND (creativity OR "design thinking")`
21. `(architect OR architectural) AND (GenAI OR "generative AI") AND ("critical thinking" OR intuition)`
22. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND ("critical thinking" OR intuition)`
23. `(BIM OR Revit) AND (GenAI OR "generative AI") AND ("critical thinking" OR intuition)`
24. `(BIM OR Revit) AND (Midjourney OR ChatGPT) AND ("critical thinking" OR intuition)`
25. `(architect OR architectural) AND (GenAI OR "generative AI") AND (authorship OR judgment)`
26. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (authorship OR judgment)`
27. `(Rhino OR Grasshopper) AND (GenAI OR "generative AI") AND (authorship OR judgment)`
28. `(Rhino OR Grasshopper) AND (Midjourney OR ChatGPT) AND (authorship OR judgment)`
29. `(architect OR architectural) AND (GenAI OR "generative AI") AND ("cognitive offloading" OR overreliance)`
30. `(architect OR architects) AND (Midjourney OR ChatGPT) AND ("cognitive offloading" OR overreliance)`
31. `(architect OR architectural) AND ("Stable Diffusion" OR DALL-E) AND (creativity OR authorship)`
32. `(Rendering OR archviz) AND ("AI rendering" OR Midjourney) AND (creativity OR judgment)`

### 2.3. Process, Adaptation, and Role (12)

33. `(architect OR architectural) AND (GenAI OR "generative AI") AND (workflow OR automation)`
34. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (workflow OR automation)`
35. `(Parametric OR "generative design") AND (GenAI OR "generative AI") AND (workflow OR automation)`
36. `(Parametric OR "generative design") AND (Midjourney OR ChatGPT) AND (workflow OR automation)`
37. `(architect OR architectural) AND (GenAI OR "generative AI") AND (replace OR augmentation)`
38. `(architect OR architectural) AND (Midjourney OR ChatGPT) AND (replace OR augmentation)`
39. `(Rendering OR architecture) AND (GenAI OR "generative AI") AND (replace OR augmentation)`
40. `(Rendering OR architecture) AND (Midjourney OR ChatGPT) AND (replace OR augmentation)`
41. `(BIM OR Revit) AND (AI OR "artificial intelligence") AND (workflow OR automation)`
42. `(BIM OR Revit) AND (Copilot OR ChatGPT) AND (workflow OR automation)`
43. `(architect OR architects) AND (GenAI OR "generative AI") AND ("human-in-the-loop" OR "role of the architect")`
44. `("architectural design" OR architecture) AND (GenAI OR "generative AI") AND (replacement OR augmentation)`

### 2.4. Technical, Environmental, and Pedagogy (4)

45. `(architect OR architectural) AND (GenAI OR "generative AI") AND ("technical skills" OR "environmental design")`
46. `(BIM OR "architectural design") AND (AI OR "generative AI") AND ("building performance" OR "energy modeling")`
47. `("architectural education" OR "architecture students") AND (GenAI OR "generative AI") AND (curriculum OR learning)`
48. `("architectural education" OR "architecture students") AND (Midjourney OR ChatGPT) AND (skills OR "critical thinking")`