Topological AI — openai/gpt-oss-20b (TOPO-2026 Certified)
Author: Frank Morales Aguilera, BEng, MEng, SMIEEE Lab: Sovereign Machine Lab (SOMALA), Montréal, Canada Paper: https://zenodo.org/records/20338459
TOPO-2026 Track II Certificate
- Track Type: Track-II-Sparse-MoE
- Task C Cross-Domain Accuracy: 49.0% (Threshold: >=85.0%) -> FAIL
- Combined Model Forgetting: 7.0% (Threshold: <=10.0%) -> PASS
- Topological Anchor Memory: 67.50 KB ($O(1)$ flat invariant)
Empirical Execution Ledger
| Evaluation Phase | Programmatic Factual Accuracy | Retention Drift (Forgetting) |
|---|---|---|
| Task A (World vs Sports) | 56.00% | 0.00% |
| Task B (Business vs Sci/Tech) | 49.10% | 6.90% |
| Task C (World vs Sci/Tech) | 49.00% | 7.00% |
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