# Do Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations

> *机器翻译 (AI-generated content)*

> 标题为英语

> 全文为英语

**Published:** 2026年9月10日
**Author:** Priyanka Mary Mammen, Emil Joswin, Srujananjali Medicherla
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/do-agents-know-when-they-succeed-calibrating-agent-confidence-from-inter

arXiv:2609.09448v1 Announce Type: new Abstract: As agentic systems getting adopted rapidly in safety critical applications, it is vital to measure the confidence associated with the agentic actions. In comparison to the traditional machine learning systems, agentic workflows…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.09448)

**标签：** #arXiv

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*