model safety

2 items

ARTICLE↑ trendingReddit r/LocalLLaMA·4/15/2026

I got it guys, I think I finally understand why you hate censored models

The user attempted to have a Qwen model automate an FTP connection with credentials, but the model refused due to security policies. This experience led the user to understand the frustration with "censored" models that prioritize safety. The Qwen model justified its refusal by citing security policies against handling sensitive credentials or performing actions that could compromise security.

censorship model safety AI ethics LLM limitations

RESEARCHarXiv CS.CL·5/5/2026

Model Organisms Are Leaky: Perplexity Differencing Often Reveals Finetuning Objectives

This paper introduces a perplexity-based method to reveal finetuning objectives of large language models, particularly those exhibiting "model organism" behaviors. This method leverages models' tendency to overgeneralize, generating and ranking completions to identify the finetuning goals without prior assumptions.

Finetuning Perplexity model safety Research Methods