Scalable Interpretability & Control for Large Language Models

Discover scalable methods for interpreting and controlling large multi-GPU language models, boosting performance and steering outputs effectively.

Hybrid ResNet-1D BiGRU Model for IIoT Cyberattack Detection

Discover a hybrid ResNet-1D BiGRU model with Multi-Head Attention achieving 99.99% accuracy in real-time Industrial IoT cyberattack detection.

Evo-L2S: Efficient Multi-Objective Model Merging

Discover Evo-L2S, a multi-objective evolutionary merging framework that boosts reasoning model efficiency and accuracy while reducing output length.

Graph Embedding Anomaly Detection in Microservice Systems

Discover graph embedding techniques for anomaly detection in microservice architectures, enhancing load test insights and live event monitoring.

Why Prompt Injection Defense Wrappers Often Fail

Explore the defense trilemma in AI security and why prompt injection defense wrappers struggle to balance safety, utility, and continuity.

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