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title: README
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title: README
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# Cognitive Engineering
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Structural intelligence for AI systems. Based in Switzerland.
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## Products
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**sal-torch** β 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`
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**sal-certify** β 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.
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## Links
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- π¬ [FI Scanner demo](https://huggingface.co/spaces/CognitiveEngineering/sal-torch-demo)
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- π [cognitive-engineering.dev](https://cognitive-engineering.dev)
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- π§ [sal-torch on GitHub](https://github.com/zeekmartin/sal-torch)
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- π¦ [sal-torch on PyPI](https://pypi.org/project/sal-torch/)
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- π‘οΈ [sal-certify](https://cognitive-engineering.dev/sal-certify)
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- π PPAM 2026, Springer LNCS (Paper CP031)
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- π₯οΈ EuroHPC grant holder (5,000 GPU hours on LUMI)
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Built by Cognitive Engineering (Switzerland).
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