A conceptual AI architecture for reducing hallucinations by enforcing invariant, source-anchored knowledge constraints during generation.
grok xai llm-safety ai-architecture ai-reliability hallucination-reduction zero-mutation-architecture truth-seeking-ai invariant-core adaptive-synthesis topological-invariants knowledge-stability crystalline-knowledge encyclopedia-galactica recursive-damping entropy-suppression
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Updated
Jan 21, 2026 - Python