2 papers
cs.AI2026
Beyond Symmetric Agents: Cognitive Diversity and Multi-Agent Debate in Small Language Models
Leonardo Ferreira, Gardenia Liu, Kaden Zheng
Multi-agent debate (MAD) reportedly improves reasoning and factuality over single-model inference, but prior work treats agents as symmetric peers, leaving open what drives the gai…
cs.CL2026
Large Language Models Generate Harmful Responses Using a Distinct Mechanism, Shared Across Harm Types
Hadas Orgad, Boyi Wei, Kaden Zheng +4
Large language models remain vulnerable to jailbreaks that elicit harmful responses, yet the mechanism behind harmful response generation is poorly understood. Here, we investigate…