A curated list of resources for activation engineering
Runtime control of LLM agent behaviors through activation steering vectors. More calibrated than prompting.
Iterative Sparse Matrix Steering: Closed-Form Subspace Alignment for Multi-Layer LLM Control (No SGD required).
Behavioral auditing & repair toolkit for LLMs. Measures 8 dimensions via confidence probes. Rho-Surgery fixes miscalibration with contrastive LoRA + gamma protection. CatSAE for feature-level intervention. SVD compression with knowledge preservation.
A closed-loop control system for Large Language Models that steers internal activation states in real-time to prevent mode collapse and toxicity
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