What Red Teamers Are Finding in 2026: LLM Defense Gaps and Recurring Failure Modes

Enterprise LLM deployments are being red-teamed at scale for the first time. Security practitioners find consistent failure patterns — misconfigured system prompts, inadequate output filtering, and agentic privilege escalation paths operators didn't anticipate.