LLM Audits and Guardrails Are Not Enough: Why You Must Filter at the Logit Level

The Blind Spot in LLM Security Every week a new jailbreak bypasses the latest guardrail. Every month another audit reveals training data contamination. These approaches share a fundamental flaw: they ...