About STRUGGL — The Zero-LLM-Math Architecture
Large Language Models hallucinate arithmetic and invent physiological rules. Struggl separates language from math: 8 deterministic sports-science subsystems compute every load, zone, volume landmark, and interference check before the coach speaks.
- 1,104 peer-reviewed exercise-science papers indexed and cross-referenced to deterministic equations.
- 200,000+ Hyrox finisher splits modeled for speed-tier compromised running and station variance.
| Component | Deterministic Specification & Literature Benchmark |
|---|---|
| Rule / Benchmark 01 | 1,104 peer-reviewed exercise-science papers indexed and cross-referenced to deterministic equations. |
| Rule / Benchmark 02 | 200,000+ Hyrox finisher splits modeled for speed-tier compromised running and station variance. |
Verified Scientific DOIs: 10.1519/00124278-199711000-00001, 10.1007/s40279-024-02069-2