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Academic · 1 min

Cognitive Mismatch in Multimodal Large Language Models for Discrete Symbol Understanding

arXiv:2603.18472v1 Announce Type: new Abstract: While Multimodal Large Language Models (MLLMs) have achieved remarkable success in interpreting natural scenes, their ability to process discrete symbols …

Yinghui Li, Jiayi Kuang, Peng Xing, Daixian Liu, Junnan Dong, Shu-Yu Guo, Yangning Li, Qingyu Zhou, Wenhao Jiang, Hai-Tao Zheng, Ying Shen, Liang Lin, Philip S. Yu
18 views
Academic · 1 min

Analysis Of Linguistic Stereotypes in Single and Multi-Agent Generative AI Architectures

arXiv:2603.18729v1 Announce Type: new Abstract: Many works in the literature show that LLM outputs exhibit discriminatory behaviour, triggering stereotype-based inferences based on the dialect in …

Martina Ullasci, Marco Rondina, Riccardo Coppola, Flavio Giobergia, Riccardo Bellanca, Gabriele Mancari Pasi, Luca Prato, Federico Spinoso, Silvia Tagliente
18 views
Academic · 1 min

D-Mem: A Dual-Process Memory System for LLM Agents

arXiv:2603.18631v1 Announce Type: new Abstract: Driven by the development of persistent, self-adapting autonomous agents, equipping these systems with high-fidelity memory access for long-horizon reasoning has …

Zhixing You, Jiachen Yuan, Jason Cai
12 views
Academic · 1 min

Agentic Framework for Political Biography Extraction

arXiv:2603.18010v1 Announce Type: new Abstract: The production of large-scale political datasets typically demands extracting structured facts from vast piles of unstructured documents or web sources, …

Yifei Zhu, Songpo Yang, Jiangnan Zhu, Junyan Jiang
23 views
Academic · 1 min

MemArchitect: A Policy Driven Memory Governance Layer

arXiv:2603.18330v1 Announce Type: new Abstract: Persistent Large Language Model (LLM) agents expose a critical governance gap in memory management. Standard Retrieval-Augmented Generation (RAG) frameworks treat …

Lingavasan Suresh Kumar, Yang Ba, Rong Pan
31 views
Academic · 1 min

Large-Scale Analysis of Political Propaganda on Moltbook

arXiv:2603.18349v1 Announce Type: new Abstract: We present an NLP-based study of political propaganda on Moltbook, a Reddit-style platform for AI agents. To enable large-scale analysis, …

Julia Jose, Meghna Manoj Nair, Rachel Greenstadt
13 views