Tan, Z., Peng, J., Wang, S., Hu, L., Chen, T., & Liu, H. (2025). Tuning-Free Accountable Intervention for LLM Deployment – a Metacognitive Approach. Proceedings of the AAAI Conference on Artificial Intelligence, 39(24), 25237–25245. https://doi.org/10.1609/aaai.v39i24.34710