DeepContext: Stateful Real-Time Detection of Multi-Turn Adversarial Intent Drift in LLMs

DeepContext: Stateful Real-Time Detection of Multi-Turn Adversarial Intent Drift in LLMs

• DeepContext introduces stateful monitoring for LLM safety, tracking intent across turns. • Uses RNN to process fine‑tuned turn‑level embeddings, preserving conversation context.

Research & Labs · February 20, 2026 (updated February 24, 2026) · 1 min · 183 words