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
Inkling on Two DGX Sparks: The Only vLLM Lane, and the Two Walls Behind It
Inkling Thinking Machines DGX Spark GB10 vLLM NVFP4 Weightless Hotfix
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