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| title: README | |
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| # Cognitive Engineering | |
| Structural intelligence for AI systems. Based in Switzerland. | |
| ## Products | |
| **sal-torch** — Training-time structural sparsification for PyTorch transformers. Makes models compression-resilient by design. Source-available (BSL 1.1). PPAM 2026, Springer LNCS. `pip install sal-torch` | |
| **sal-certify** — Structural AI certification for autonomous systems. Verifies that deployed AI models are structurally identical to the ones certified. Mapped to EU AI Act, NIST AI RMF, SR 11-7, China GB 44721. | |
| ## Links | |
| - 🌐 [cognitive-engineering.dev](https://cognitive-engineering.dev) | |
| - 🔧 [sal-torch on GitHub](https://github.com/zeekmartin/sal-torch) | |
| - 📦 [sal-torch on PyPI](https://pypi.org/project/sal-torch/) | |
| - 🛡️ [sal-certify](https://cognitive-engineering.dev/sal-certify) | |
| - 📄 PPAM 2026, Springer LNCS (Paper CP031) | |
| - 🖥️ EuroHPC grant holder (5,000 GPU hours on LUMI) | |
| Built by Cognitive Engineering (Switzerland). | |