Think Short Defer Smart Act And Repeat Calibrated

---
name: think-short-defer-smart-act-and-repeat-calibrated-
description: Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for E
version: 1.0.0
date: 2026-07-30
arxiv_id: 2607.26865
tags: ["arxiv", "research", "paper", "other"]
activation_keywords: ["think", "short", "defer", "smart", "act"]
---

# Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for E

**arXiv ID:** 2607.26865
**Utility Score:** 1.00
**Authors:** Amirmohammad Farzaneh, Osvaldo Simeone
**URL:** https://arxiv.org/abs/2607.26865

## 概述

Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for E

这是一篇来自 arXiv 的高价值论文（utility score: 1.00），通过自动追踪系统识别。

## 核心创新

*待研究论文内容后填写*

## 应用场景

*待研究论文内容后填写*

## 实现要点

*待研究论文内容后填写*

## 参考资源

- [arXiv论文](https://arxiv.org/abs/2607.26865)