3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2026
TACIT-Switch: Cost-Aware Model Escalation for LLM Agents from Censored Supervision
Ji'an Lei, Jian Huang
Agents with smaller language-model backbones are less expensive but can drift into persistent failure modes, whereas those with larger backbones are generally more reliable but mor…
cs.CL2025★ 3 cited
from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors
Yu Yan, Sheng Sun, Zenghao Duan +5
Current studies have exposed the risk of Large Language Models (LLMs) generating harmful content by jailbreak attacks. However, they overlook that the direct generation of harmful…