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Research radar

arXiv preprints, filtered for developer impact.

Concise summaries of new AI papers, ranked for how likely they are to change how production systems are built. arXiv collection remains rate-limited.

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PaperAuthorsarXiv IDCategoriesPublishedCodeRadarSummary
How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial ReasoningQian Yang, Ankur Sikarwar, Huy Lehttp://arxiv.org/abs/2605.27310v1cs.CVMay 26, 2026NoneRDR75Cross-view spatial reasoning remains a weak spot for vision-language models (VLMs): they ofte...
Language Models Need SleepSangyun Lee, Sean McLeish, Tom Goldsteinhttp://arxiv.org/abs/2605.26099v1cs.CL, cs.AIMay 25, 2026NoneRDR75Transformer-based large language models are increasingly used for long-horizon tasks; however...
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent SkillsZisu Huang, Jingwen Xu, Yifan Yanghttp://arxiv.org/abs/2605.23899v1cs.AIMay 22, 2026NoneRDR75Language agents increasingly improve by reusing \emph{skills} -- structured procedural artifa...
Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream FrameworkXiao Cao, Yansong Qu, Xiangzhenhttp://arxiv.org/abs/2605.23891v1cs.CVMay 22, 2026NoneRDR75Mask-free video object insertion has emerged as a challenging task, requiring harmonious inte...
Multilingual Knowledge Transfer under Data Constraints via Lexical InterventionsAnastasiia Sedova, Natalie Schluter, Skyler Setohttp://arxiv.org/abs/2605.23885v1cs.CLMay 22, 2026NoneRDR75Cross-lingual knowledge transfer is critical for building high-performing multilingual langua...
Evaluating Commercial AI Chatbots as News IntermediariesMirac Suzgun, Emily Shen, Federico Bianchihttp://arxiv.org/abs/2605.22785v1cs.CLMay 21, 2026NoneRDR75AI chatbots are rapidly shaping how people encounter the news, yet no prior study has systema...
Advancing Mathematics Research with AI-Driven Formal Proof SearchGeorge Tsoukalas, Anton Kovsharov, Sergey Shirobokovhttp://arxiv.org/abs/2605.22763v1cs.AIMay 21, 2026NoneRDR75Large language models (LLMs) increasingly excel at mathematical reasoning, but their unreliab...
NeuROK: Generative 4D Neural Object KinematicsChen Geng, Guangzhao He, Yue Gaohttp://arxiv.org/abs/2605.30347v1cs.CV, cs.GRMay 28, 2026NoneRDR74Data-driven approaches have revolutionized 3D vision, enabling transformers to effectively re...
Efficient Test-Time Finetuning of LLMs via Convex Reconstruction and Gradient CachingAlaa Khamis, Alaa Maaloufhttp://arxiv.org/abs/2605.30337v1cs.LGMay 28, 2026NoneRDR74Test-time finetuning (TTFT) is a rapidly evolving paradigm that adapts a language model to ea...
When, why, and how do diffusion posterior samplers fail? A finite-sample lensBenjamin A. Burns, Sara Fridovich-Keilhttp://arxiv.org/abs/2605.30330v1cs.LGMay 28, 2026NoneRDR74Diffusion models have excellent capacity to model complex distributions of natural data, whic...