RBS-Attention: Radius-Bounded Sparse Prefill for Long-Context Large Language Models PACE: Precise AI Cinematic Expression TERMon: Detecting Persistent Behavioral Threats in Edge AI via Hardware-Native Ternary Runtime Monitor CIPL: A Channel-Aware Framework for Recoverable Privacy Leakage in LLM Agents Large Language Model Agents for Evidence Based Genetic Disease Severity Classification