Academic

Academic · 1 min

The World Won't Stay Still: Programmable Evolution for Agent Benchmarks

arXiv:2603.05910v1 Announce Type: new Abstract: LLM-powered agents fulfill user requests by interacting with environments, querying data, and invoking tools in a multi-turn process. Yet, most …

Guangrui Li, Yaochen Xie, Yi Liu, Ziwei Dong, Xingyuan Pan, Tianqi Zheng, Jason Choi, Michael J. Morais, Binit Jha, Shaunak Mishra, Bingrou Zhou, Chen Luo, Monica Xiao Cheng, Dawn Song

18 views Mar 9

Academic · 1 min

Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery

arXiv:2603.05860v1 Announce Type: new Abstract: Clinical image interpretation is inherently multi-step and tool-centric: clinicians iteratively combine visual evidence with patient context, quantify findings, and refine …

Lin Fan, Pengyu Dai, Zhipeng Deng, Haolin Wang, Xun Gong, Yefeng Zheng, Yafei Ou

19 views Mar 9

Academic · 1 min

Reasoning Models Struggle to Control their Chains of Thought

arXiv:2603.05706v1 Announce Type: new Abstract: Chain-of-thought (CoT) monitoring is a promising tool for detecting misbehaviors and understanding the motivations of modern reasoning models. However, if …

Chen Yueh-Han, Robert McCarthy, Bruce W. Lee, He He, Ian Kivlichan, Bowen Baker, Micah Carroll, Tomek Korbak

12 views Mar 9

Academic · 1 min

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum

arXiv:2603.05614v1 Announce Type: new Abstract: Real-time AI services increasingly operate across the device-edge-cloud continuum, where autonomous AI agents generate latency-sensitive workloads, orchestrate multi-stage processing pipelines, …

Lauri Lov\'en, Alaa Saleh, Reza Farahani, Ilir Murturi, Miguel Bordallo L\'opez, Praveen Kumar Donta, Schahram Dustdar

17 views Mar 9

Academic · 1 min

RoboLayout: Differentiable 3D Scene Generation for Embodied Agents

arXiv:2603.05522v1 Announce Type: new Abstract: Recent advances in vision language models (VLMs) have shown strong potential for spatial reasoning and 3D scene layout generation from …

Ali Shamsaddinlou

21 views Mar 9

Academic · 1 min

The DSA's Blind Spot: Algorithmic Audit of Advertising and Minor Profiling on TikTok

arXiv:2603.05653v1 Announce Type: cross Abstract: Adolescents spend an increasing amount of their time in digital environments where their still-developing cognitive capacities leave them unable to …

Sara Solarova, Matej Mosnar, Matus Tibensky, Jan Jakubcik, Adrian Bindas, Simon Liska, Filip Hossner, Mat\'u\v{s} Mesar\v{c}\'ik, Ivan Srba

64 views Mar 9

Academic · 1 min

When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On

arXiv:2603.05659v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) and Rubrics as Rewards (RaR) have driven strong gains in domains with clear correctness …

Wisdom Ikezogwo, Mehmet Saygin Seyfioglu, Ranjay Krishna, Karim Bouyarmane

25 views Mar 9

Academic · 1 min

SecureRAG-RTL: A Retrieval-Augmented, Multi-Agent, Zero-Shot LLM-Driven Framework for Hardware Vulnerability Detection

arXiv:2603.05689v1 Announce Type: cross Abstract: Large language models (LLMs) have shown remarkable capabilities in natural language processing tasks, yet their application in hardware security verification …

Touseef Hasan, Blessing Airehenbuwa, Nitin Pundir, Souvika Sarkar, Ujjwal Guin

28 views Mar 9

Academic · 1 min

Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion

arXiv:2603.05693v1 Announce Type: cross Abstract: Accurate longitudinal analysis of brain MRI is often hindered by evolving lesions, which bias automated neuroimaging pipelines. While deep generative …

Zahra Karimaghaloo, Dumitru Fetco, Haz-Edine Assemlal, Hassan Rivaz, Douglas L. Arnold

49 views Mar 9

Academic · 1 min

Autonomous Algorithm Discovery for Ptychography via Evolutionary LLM Reasoning

arXiv:2603.05696v1 Announce Type: cross Abstract: Ptychography is a computational imaging technique widely used for high-resolution materials characterization, but high-quality reconstructions often require the use of …

Xiangyu Yin, Ming Du, Junjing Deng, Zhi Yang, Yimo Han, Yi Jiang

50 views Mar 9

Academic · 1 min

The Rise of AI in Weather and Climate Information and its Impact on Global Inequality

arXiv:2603.05710v1 Announce Type: cross Abstract: The rapid adoption of AI in Earth system science promises unprecedented speed and fidelity in the generation of climate information. …

Amirpasha Mozaffari, Amanda Duarte, Lina Teckentrup, Stefano Materia, Gina E. C. Charnley, Lluis Palma, Eulalia Baulenas Serra, Dragana Bojovic, Paula Checchia, Aude Carreric, Francisco Doblas-Reyes

23 views Mar 9

Academic · 1 min

Cultural Perspectives and Expectations for Generative AI: A Global Survey Approach

arXiv:2603.05723v1 Announce Type: cross Abstract: There is a lack of empirical evidence about global attitudes around whether and how GenAI should represent cultures. This paper …

Erin van Liemt, Renee Shelby, Andrew Smart, Sinchana Kumbale, Richard Zhang, Neha Dixit, Qazi Mamunur Rashid, Jamila Smith-Loud

13 views Mar 9

The World Won't Stay Still: Programmable Evolution for Agent Benchmarks

Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery

Reasoning Models Struggle to Control their Chains of Thought

Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum

RoboLayout: Differentiable 3D Scene Generation for Embodied Agents

The DSA's Blind Spot: Algorithmic Audit of Advertising and Minor Profiling on TikTok

When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On

SecureRAG-RTL: A Retrieval-Augmented, Multi-Agent, Zero-Shot LLM-Driven Framework for Hardware Vulnerability Detection

Longitudinal Lesion Inpainting in Brain MRI via 3D Region Aware Diffusion

Autonomous Algorithm Discovery for Ptychography via Evolutionary LLM Reasoning

The Rise of AI in Weather and Climate Information and its Impact on Global Inequality

Cultural Perspectives and Expectations for Generative AI: A Global Survey Approach

JCG, PC

HSOLLC Co., Ltd.