Research & GroundingSaaras Evidence Graph August 13, 2026 7 min read
Saaras Citation Trees: Tamper-Evident Academic & arXiv Evidence Traversal
Resolving hallucinations with deterministic DOI DAG resolution.

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Saaras Verified EvidenceFault-Tolerant Context Routing in Multi-Tenant LLM Architectures
Sharma, A., Venkatesh, P., & Deshmukh, R. • arXiv Preprints (cs.DC) (2026)
DOI: 10.48550/arXiv.2608.09412
Deterministic Knowledge Graphs for Epistemic Hallucination Suppression
Venkatesh, P. et al. • Nature Machine Intelligence (2025)
DOI: 10.1038/s41586-025-08122-z
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