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

• FI Scanner demo
• cognitive-engineering.dev
• sal-torch on GitHub
• sal-torch on PyPI
• sal-torch benchmarks dataset
• sal-certify
• PPAM 2026, Springer LNCS (Paper CP031)
• EuroHPC grant holder (5,000 GPU hours on LUMI)

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