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Academic · 1 min

Your Agent is More Brittle Than You Think: Uncovering Indirect Injection Vulnerabilities in Agentic LLMs

arXiv:2604.03870v1 Announce Type: new Abstract: The rapid deployment of open-source frameworks has significantly advanced the development of modern multi-agent systems. However, expanded action spaces, including …

Wenhui Zhu, Xuanzhao Dong, Xiwen Chen, Rui Cai, Peijie Qiu, Zhipeng Wang, Oana Frunza, Shao Tang, Jindong Gu, Yalin Wang

51 views Apr 7

Academic · 1 min

Super Agents and Confounders: Influence of surrounding agents on vehicle trajectory prediction

arXiv:2604.03463v1 Announce Type: new Abstract: In highly interactive driving scenes, trajectory prediction is conditioned on information from surrounding traffic participants such as cars and pedestrians. …

Daniel Jost, Luca Paparusso, Martin Stoll, J\"org Wagner, Raghu Rajan, Joschka B\"odecker

53 views Apr 7

Academic · 1 min

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning

arXiv:2604.03893v1 Announce Type: new Abstract: Breakthroughs in frontier theory often depend on the combination of concrete diagrammatic notations with rigorous logic. While multimodal large language …

Zeyu Wang, Xiaogang Li, Peiyao Xiao, Qinhao Kong, Ben Wang, Chengliang Xu, Zichao Chen, Bing Zhao, Hu Wei

25 views Apr 7

Academic · 1 min

Unlocking Prompt Infilling Capability for Diffusion Language Models

arXiv:2604.03677v1 Announce Type: new Abstract: Masked diffusion language models (dLMs) generate text through bidirectional denoising, yet this capability remains locked for infilling prompts. This limitation …

Yoshinari Fujinuma, Keisuke Sakaguchi

18 views Apr 7

Academic · 1 min

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification

arXiv:2604.04074v1 Announce Type: new Abstract: Peer review in machine learning is under growing pressure from rising submission volume and limited reviewer time. Most LLM-based reviewing …

Hang Xu, Ling Yue, Chaoqian Ouyang, Libin Zheng, Shaowu Pan, Shimin Di, Min-Ling Zhang

61 views Apr 7

Academic · 1 min

CAWN: Continuous Acoustic Wave Networks for Autoregressive Language Modeling

arXiv:2604.04250v1 Announce Type: new Abstract: Modern Large Language Models (LLMs) rely on Transformer self-attention, which scales quadratically with sequence length. Recent linear-time alternatives, like State …

Dejan \v{C}ugalj, Aleksandar Jevremovic

26 views Apr 7

Academic · 1 min

Hardware-Oriented Inference Complexity of Kolmogorov-Arnold Networks

arXiv:2604.03345v1 Announce Type: new Abstract: Kolmogorov-Arnold Networks (KANs) have recently emerged as a powerful architecture for various machine learning applications. However, their unique structure raises …

Bilal Khalid, Pedro Freire, Sergei K. Turitsyn, Jaroslaw E. Prilepsky

39 views Apr 7

Journal · 1 min

Episode 42: Russia, Imperial Continuities and Histories of International Law - EJIL: The Podcast!

Episode 42: Russia, Imperial Continuities and Histories of International Law Episode 42 • 7th April 2026 • EJIL: The Podcast! • European Journal of International …

80 views Apr 7

Academic · 1 min

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models

arXiv:2604.03286v1 Announce Type: new Abstract: The control of complex laboratory instrumentation often requires significant programming expertise, creating a barrier for researchers lacking computational skills. This …

Yong Xie, Kexin He, Andres Castellanos-Gomez

68 views Apr 7

Academic · 1 min

Text Summarization With Graph Attention Networks

arXiv:2604.03583v1 Announce Type: new Abstract: This study aimed to leverage graph information, particularly Rhetorical Structure Theory (RST) and Co-reference (Coref) graphs, to enhance the performance …

Mohammadreza Ardestani, Yllias Chali

32 views Apr 7

Academic · 1 min

Testing the Limits of Truth Directions in LLMs

arXiv:2604.03754v1 Announce Type: new Abstract: Large language models (LLMs) have been shown to encode truth of statements in their activation space along a linear truth …

Angelos Poulis, Mark Crovella, Evimaria Terzi

45 views Apr 7

Academic · 1 min

Structural Rigidity and the 57-Token Predictive Window: A Physical Framework for Inference-Layer Governability in Large …

arXiv:2604.03524v1 Announce Type: new Abstract: Current AI safety relies on behavioral monitoring and post-training alignment, yet empirical measurement shows these approaches produce no detectable pre-commitment …

Gregory M. Ruddell

21 views Apr 7

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Articles

Your Agent is More Brittle Than You Think: Uncovering Indirect Injection Vulnerabilities in Agentic LLMs

Super Agents and Confounders: Influence of surrounding agents on vehicle trajectory prediction

FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning

Unlocking Prompt Infilling Capability for Diffusion Language Models

FactReview: Evidence-Grounded Reviews with Literature Positioning and Execution-Based Claim Verification

CAWN: Continuous Acoustic Wave Networks for Autoregressive Language Modeling

Hardware-Oriented Inference Complexity of Kolmogorov-Arnold Networks

Episode 42: Russia, Imperial Continuities and Histories of International Law - EJIL: The Podcast!

Toward Full Autonomous Laboratory Instrumentation Control with Large Language Models

Text Summarization With Graph Attention Networks

Testing the Limits of Truth Directions in LLMs

Structural Rigidity and the 57-Token Predictive Window: A Physical Framework for Inference-Layer Governability in Large …

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