Radoslav Lovecky

TENSA: Multi-Fidelity Neuro-Symbolic Reasoning over Temporal Hypergraphs with Configurable Fuzzy Semantics and Traceable Derivation

2026 · Zenodo (CERN European Organization for Nuclear Research)

Large language models increasingly rely on structured knowledge graphs for grounding, but current systems treat epistemic states as flat scalars and explanations as post-hoc rationalisation. Both shortcuts are visible at the representation layer and propagate …