Guides
Uncensored models explained: what abliteration is, why models refuse security work, and how to choose one.
Guides · October 2026
What is an uncensored LLM?
An uncensored LLM answers prompts a stock model would refuse. How fine-tuning and abliteration remove refusals, and how to test whether a model really is one.
8 minGuides · October 2026
What is abliteration?
Abliteration deletes the one direction in a model's weights that drives refusal. How abliterated models are made, what the edit costs, and how to check one.
7 minGuides · October 2026
Why AI models refuse security work
Safety-aligned models refuse pentest and incident-response prompts because refusal can't tell a defender from an attacker. Why it happens and what teams do.
6 min