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

> *Machine translation (AI-generated content)*

**Published:** September 10, 2026
**Author:** Priyanka Mary Mammen, Emil Joswin, Srujananjali Medicherla
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.09448)

**Tags:** #arXiv

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