The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

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The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs

11 September 2025

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Papers citing "The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs"

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Title
Automating Structural Engineering Workflows with Large Language Model Agents Haoran Liang Yufa Zhou Mohammad Talebi Kalaleh Qipei Mei LLMAG AI4CE 160 1 0 13 Oct 2025
Iterated Agent for Symbolic Regression Zhuo-Yang Song Zeyu Cai Shutao Zhang Jiashen Wei Jichen Pan ... Qing-Hong Cao Tie-Jiun Hou Xiaohui Liu Ming-xing Luo Hua Xing Zhu 148 2 0 09 Oct 2025
h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning S. Motwani Alesia Ivanova Ziyang Cai Philip Torr Riashat Islam Shital Shah Christian Schroeder de Witt Charles London OffRL SyDa ReLM LRM 250 0 0 08 Oct 2025
EVALUESTEER: Measuring Reward Model Steerability Towards Values and Preferences Kshitish Ghate Andy Liu Devansh Jain Taylor Sorensen Atoosa Kasirzadeh Aylin Caliskan Mona Diab Maarten Sap LLMSV 305 0 0 07 Oct 2025
Bridging Reasoning to Learning: Unmasking Illusions using Complexity Out of Distribution Generalization Mohammad Mahdi Samiei Paqaleh Arash Marioriyad Arman Tahmasebi-Zadeh Mohamadreza Fereydooni Mahdi Ghaznavai Mahdieh Soleymani Baghshah 120 0 0 06 Oct 2025