Portrait of Matt Suiche

Matt Suiche

AI Security

2026

Steering a Loop: Control Vectors Meet the Looped Transformer
Activation Steering Abliteration Control Vectors GLP Looped Transformer Mixture of Recursions Nanbeige vLLM Weightless
Autoresearch: Sticky Refusals, Free Speculative Decoding, and the Invisible Quantisation Cliff
Activation Steering Abliteration Control Vectors GLM Qwen DeepSeek Speculative Decoding Quantization EXL3 NVFP4 vLLM
Autoresearch: Abliteration Without Redistributing the Model
Activation Steering Abliteration Control Vectors Refusal Direction Mixture of Experts LoRA Model Alignment GGUF Mechanistic Interpretability