FINAL — Axis C (AI Conceptualization) Diagnosis
Total cases analyzed: 205
C-level distribution (primary value per case)
| C-level | Meaning | Count | % of corpus |
|---|---|---|---|
| C0 | deterministic algorithm / library | 1 | 0.5% |
| C1 | ML-tool | 18 | 8.8% |
| C2 | partner-agent | 131 | 63.9% |
| C3 | multi-agent collective | 20 | 9.8% |
| C4 | single intelligence environment (co-individuation) | 8 | 3.9% |
| unknown | not classified | 27 | 13.2% |
Diagnosis
- C2 (partner-agent) dominates: 131 cases (63.9%)
- C3 (multi-agent collective): 20 cases (9.8%)
- C4 (single intelligence environment): 8 cases (3.9%) — главная пустота поля
- C0+C1 (still tool/algorithm conceptualization): 19 cases
C-distribution by country (top 15 countries)
| Country | Total | C0 | C1 | C2 | C3 | C4 | unknown |
|---|---|---|---|---|---|---|---|
| INT | 45 | 0 | 3 | 28 | 10 | 4 | 0 |
| US | 44 | 0 | 2 | 38 | 3 | 1 | 0 |
| RU | 10 | 0 | 1 | 9 | 0 | 0 | 0 |
| CN | 8 | 0 | 0 | 7 | 1 | 0 | 0 |
| DE | 7 | 0 | 0 | 7 | 0 | 0 | 0 |
| KR | 6 | 0 | 0 | 5 | 1 | 0 | 0 |
| IN | 5 | 0 | 2 | 3 | 0 | 0 | 0 |
| JP | 5 | 0 | 1 | 3 | 1 | 0 | 0 |
| SG | 5 | 0 | 1 | 2 | 0 | 2 | 0 |
| GB | 4 | 0 | 2 | 2 | 0 | 0 | 0 |
| AE | 4 | 0 | 0 | 2 | 2 | 0 | 0 |
| FI | 3 | 0 | 0 | 2 | 0 | 1 | 0 |
| CA | 2 | 0 | 0 | 2 | 0 | 0 | 0 |
| ES | 2 | 1 | 0 | 1 | 0 | 0 | 0 |
| MY | 2 | 0 | 1 | 1 | 0 | 0 | 0 |
C4 candidates (full list)
| ID | Name | Country | Source |
|---|---|---|---|
| human-machine-systems-genai | Intentional infusion of GenAI in human-machine systems engineering | US | DR1 |
| upc-human-ai-ideation | UPC blended human-AI creative ideation with ChatGPT | ES | DR1 |
| ai-university-fem-course | AI-University for a Graduate FEM Course | INT | DR2 |
| oulu-genai-cognitive-systems-itee | GenAI-Enhanced Cognitive Systems in ITEE at University of Oulu | FI | DR2 |
| nmc2025-quantum-materials-calculator | Neuromorphic Materials Calculator 2025 | INT | DR2 |
| sutd-tool-teammate-neither | Tool / Teammate / Neither in SUTD Engineering Design | SG | DR2 |
| sutd-trilingual-triad-smart-city | Trilingual Triad No-code AI Smart City Course at SUTD | SG | DR2 |
| whole-person-ai-engineers | Whole-Person Education for AI Engineers | INT | DR2 |
| mbzuai-co-pilot-education-model | MBZUAI "Co-pilot education model" | AE | EXT1 |
| allen-discovery-center-tufts | Allen Discovery Center (Tufts) — multi-institutional Levin lab | US | EXT1+EXT2 |
| tufts-icdo-uvm | Institute for Computationally Designed Organisms (ICDO) — Tufts/UVM | US | EXT1+EXT2 |
| role-morphogenetic-competency-evolution | Role of Morphogenetic Competency on Evolution (arXiv 2310.09318) | INT | EXT1+EXT2 |
| tufts-bme-levin-vannevar-bush | Tufts BME — Levin Vannevar Bush Distinguished Professor | US | EXT1+EXT2 |
| cognifying-education-gorsky-levin | Cognifying Education (Mikael Gorsky + Ilya Levin) | INT | EXT2 |