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1. geometry-of-reason geometry-of-reason Public

   Official implementation of "Geometry of Reason" (Noël, 2025). A training-free spectral method to detect hallucinations and verify logical reasoning in Transformers.

   TeX 3 2

2. spectral-tool-use spectral-tool-use Public

   Official implementation of "Spectral Guardrails". A graph signal processing framework for monitoring agent reliability and detecting tool-use failures.

   TeX 3 1

3. spectral-trust spectral-trust Public

   A Graph Signal Processing (GSP) framework for analyzing and diagnosing LLM trustworthiness using spectral metrics (Energy, Entropy, Fiedler Value).

   Python 1

4. spectral-prior spectral-prior Public

   DeepSpectralPrior - Closing the Foundation Model Gap via Geometric Alignment of Synthetic Training Data

   Jupyter Notebook 1