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cs.AI2026
ContextNest: Verifiable Context Governance for Autonomous AI Agent
Misha Sulpovar, Benn R. Konsynski, Qaish Kanchwala +1
Autonomous AI agents increasingly depend on external knowledge stores, yet most retrieval pipelines provide relevance without durable guarantees of provenance, version identity, in…
cs.AI2025
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
Megh Thakkar, Quentin Fournier, Matthew Riemer +4
There is a growing interest in training domain-expert LLMs that excel in specific technical fields compared to their general-purpose instruction-tuned counterparts. However, these…