InFerActive: Interactive Tree-Based Exploration of LLM Sampling for Safety Evaluation 事件

InFerActive: Interactive Tree-Based Exploration of LLM Sampling for Safety Evaluation arXiv:2512.10234v2 Announce Type: replace-cross Abstract: Even LLMs that appear safe during evaluation can still produce harmful responses in deployment. Because stochastic sampling yields different responses to the same prompt, low-probability harmful outputs can still reach users at scale. Common human evaluation workflows generate many random samples per prompt and review them in static spreadsheets. The pr