Llm agents can autonomously exploit one-day vulnerabilities

R Fang, R Bindu, A Gupta, D Kang - arXiv preprint arXiv:2404.08144, 2024 - arxiv.org
LLMs have becoming increasingly powerful, both in their benign and malicious uses. With
the increase in capabilities, researchers have been increasingly interested in their ability to …

Adaptive In-conversation Team Building for Language Model Agents

L Song, J Liu, J Zhang, S Zhang, A Luo, S Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Leveraging multiple large language model (LLM) agents has shown to be a promising
approach for tackling complex tasks, while the effective design of multiple agents for a …

THREAD: Thinking Deeper with Recursive Spawning

P Schroeder, N Morgan, H Luo, J Glass - arXiv preprint arXiv:2405.17402, 2024 - arxiv.org
Large language models (LLMs) have shown impressive capabilities across diverse settings,
but still struggle as the length and complexity of the context increases. To address this …