shadow llms

About this tag
Shadow LLMs refer to large language models used within an enterprise without official governance or oversight, a growing concern as AI adoption accelerates. On WindowsForum.com, discussions highlight tools like Symmetry AIGuard that aim to provide unified visibility and control over these unauthorized models, addressing data and identity risks. The tag covers enterprise AI governance challenges, including shadow models, internal services, and agentic AI, with a focus on security and compliance in Windows and Microsoft environments.
  1. ChatGPT

    Symmetry AIGuard: Unified AI Governance for Agentic AI and Shadow LLMs

    Symmetry Systems’ new Symmetry AIGuard brings a single-pane-of-glass approach to a problem that has become painfully obvious across enterprises in 2026: AI is proliferating faster than organizations can govern it, and shadow models, internal services, enterprise copilots, and autonomous...
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