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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).