Knowledge Graphs vs Context Spaces in AI

Why Infinite Context Creates Zero AI Memory. How AI Logic Survives by Dying, Evaporating, Collapsing. All rights w/ authors: "Exploration and Exploitation Errors Are Measurable for Language Model Agents" Jaden Park1,∗ Jungtaek Kim1,∗ Jongwon Jeong1,∗ Robert D. Nowak1 Kangwook Lee2,3 Yong Jae Lee1 from 1 University of Wisconsin–Madison 2 KRAFTON 3 Ludo Robotics arXiv:2604.13151 "LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning" Sumeet Ramesh Motwani * 1 Daniel Nichols * 2 Charles London * 1 Peggy Li * 2 Fabio Pizzati * 3 Acer Blake 1 Hasan Hammoud 4 Tavish McDonald 2 Akshat Naik 1 Alesia Ivanova 1 Vignesh Baskaran 5 Ivan Laptev 3 Ruben Glatt 2 Tal Ben-Nun 2 Philip Torr 1 Natasha Jaques 6 Ameya Prabhu 7 † Brian Bartoldson 2 † Bhavya Kailkhura 2 † Christian Schroeder de Witt 1 from 1 University of Oxford 2 Lawrence Livermore National Laboratory (LLNL) 3 MBZUAI 4 KAUST 5 Hexo AI 6 University of Washington 7 University of Tübingen. arXiv:2604.14140 #airesearch #chatgpt5 #scienceexplained #aireasoning #exploration #exploitation #ai