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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
PGT: Procedurally Generated Tasks for improving visual grounding in MLLMsRim Assouel, Amir Bar, Michal Drozdzalhttp://arxiv.org/abs/2605.23883v1cs.CV, cs.AIMay 22, 2026NoneRDR72Despite remarkable progress in Multimodal Large Language Models (MLLMs), these models still s...
Entrywise Error Bounds for Spectral Ranking with Semi-Random AdversariesDongmin Lee, Anuran Makur, Japneet Singhhttp://arxiv.org/abs/2605.23854v1cs.LG, math.STMay 22, 2026NoneRDR72Bradley-Terry-Luce (BTL) model estimation is a well-established strategy to rank a collection...
Cambrian-P: Pose-Grounded Video UnderstandingJihan Yang, Zifan Zhao, Xichen Panhttp://arxiv.org/abs/2605.22819v1cs.CVMay 21, 2026NoneRDR72Camera pose matters. The position and orientation of each viewpoint define a shared spatial c...
Towards a General Intelligence and Interface for Wearable Health DataGirish Narayanswamy, Maxwell A. Xu, A. Ali Heydarihttp://arxiv.org/abs/2605.22759v1cs.AIMay 21, 2026NoneRDR72While ubiquitous wearable sensors capture a wealth of behavioral and physiological informatio...
AdaState: Self-Evolving Anchors for Streaming Video GenerationYusuf Dalva, Pinar Yanardaghttp://arxiv.org/abs/2605.30349v1cs.CVMay 28, 2026NoneRDR71Autoregressive video diffusion models generate streaming video by producing frames sequential...
Semantic Gradients Interactions in SSD: A Case Study in Racial Identity and Hate SpeechFelix Ostrowicki, Hubert Plisieckihttp://arxiv.org/abs/2605.27322v1cs.CLMay 26, 2026NoneRDR71We introduce interaction SSD, an extension of Supervised Semantic Differential that models ho...
Training-Free Looped TransformersLizhang Chen, Jonathan Li, Chen Lianghttp://arxiv.org/abs/2605.23872v1cs.LG, math.NAMay 22, 2026NoneRDR71We introduce training-free looped transformers, in which a lightweight inference-time wrapper...
Reducing Political Manipulation with Consistency TrainingLong Phan, Devin Kim, Alexander Panhttp://arxiv.org/abs/2605.22771v1cs.CL, cs.AIMay 21, 2026NoneRDR71Large language models (LLMs) exhibit systematic political bias across a variety of sensitive...
PiD: Fast and High-Resolution Latent Decoding with Pixel DiffusionYifan Lu, Qi Wu, Jay Zhangjie Wuhttp://arxiv.org/abs/2605.23902v1cs.CVMay 22, 2026NoneRDR70Most practical high-resolution text-to-image systems, including latent diffusion and autoregr...
HorizonStream: Long-Horizon Attention for Streaming 3D ReconstructionChong Cheng, Peilin Tao, Nanjie Yaohttp://arxiv.org/abs/2605.23889v1cs.CVMay 22, 2026NoneRDR70Online 3D reconstruction requires estimating camera pose and scene geometry under strict caus...