Tag: safety

2 articles filed under this tag. Newest first below ; start with the highlighted pick if you are new here.

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Safety Layers in Production LLM Systems

Prompt injection defenses, output filters, policy enforcement, and sandboxing patterns that stack like defense in depth—because no single layer catches every abuse case.

Apr 30, 2026 · 6 min read

Contextual Grounding and Hallucination Reduction in LLM Systems
How retrieval, verification loops, and constrained generation patterns reduce unsupported answers—without claiming any pipeline eliminates model confabulation entirely.

Nov 29, 2025 · 6 min read