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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http://arxiv.org/abs/2610.08790v1

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Paper	Authors	arXiv ID	Categories	Published	Code	Radar	Summary
Building Rome from a Single Image	Jiraphon Yenphraphai, Fang Li, Tianshuo Xu	http://arxiv.org/abs/2610.08790v1	cs.CV	Oct 6, 2026	None	Score73	Single-image scene generation aims to produce a complete 3D scene mesh from a single image, i...
AdvSim2Real : Training Web Agents Against Adaptive Prompt Injection in a Web World Model	Sarim Hashmi, Mukul Ranjan, Kshitij Mishra	http://arxiv.org/abs/2610.08773v1	cs.CL, cs.AI	Oct 6, 2026	None	Score65	Web agents complete user requests by reading and acting on pages that third parties write, so...
Paradee: Distilling Kokoro-82M into an 8M-Parameter Single-Voice Text-to-Speech Model	Sahil Mahendrakar	http://arxiv.org/abs/2610.06817v1	cs.SD, cs.AI	Oct 5, 2026	Detected	Score81	We distill Kokoro-82M, a widely used open text-to-speech model with 54 voices, into Paradee,...
Round-Trip KNN Clustering: multiscale hierarchical cluster detection on directed nearest-neighbour graphs	Eraldo Pereira Marinho, Caetano Mazzoni Ranieri, Fabricio Aparecido Breve	http://arxiv.org/abs/2610.06795v1	cs.LG, stat.ML	Oct 5, 2026	None	Score82	We introduce Round-Trip KNN Clustering (RTKNNC), a graph-based method for finding cluster str...
T-Search: An Open Agentic Retriever and Playground for Hard Multi-Step Search	Olga Tsymboi, Ramil Latypov, Aleksandr Medvedev	http://arxiv.org/abs/2610.06782v1	cs.CL	Oct 5, 2026	None	Score74	We present T-Search, an open-weight agentic retriever for hard multi-step search. Given a que...
Weave Mamba Fusion: Global Cross-Scale Interaction for Lightweight Face Detection	Dohun Kim, Jinmyung Jung	http://arxiv.org/abs/2610.05865v1	cs.CV, cs.AI	Oct 5, 2026	Detected	Score83	Feature pyramid methods, from FPN to BiFPN, have achieved strong performance in face detectio...
Curriculum Brain: Constructing Curriculum Knowledge Graphs as a Substrate for Cognitive Diagnosis	Shrideep Tamboli, Chiranjeevi Maddala, Eshal Minhaj	http://arxiv.org/abs/2610.05860v1	cs.CY, cs.AI	Oct 5, 2026	None	Score80	Cognitive Diagnostic Models (CDMs) identify which specific skills a student has and has not m...
TurboPairFormer: Fast and Stable Protein Folding Model Training with an Optimized Triangle Attention Kernel	Yide Ran, Chelsea Lowman, Jan Domański	http://arxiv.org/abs/2610.05854v1	cs.LG	Oct 5, 2026	None	Score83	Triangular attention is a core computation in AlphaFold3-style biomolecular models, with cubi...
Adaptive-Shot Hybrid Quantum Anomaly Detection for Tactile Internet Security: Reliability-Aware Measurement Allocation Under Resource Constraints	Mubassir Serneabat Sudipto, Shakil Ahmed, Ashfaq Khokhar	http://arxiv.org/abs/2610.05835v1	cs.CR, cs.LG	Oct 5, 2026	None	Score79	Tactile Internet (TI) security analytics must balance reliable thresholded decisions with con...
HiER-BLS: A Hierarchy-Guided and Error-Correcting Robust Incremental Broad Learning System	Gongli Zhang, C. L. Philip Chen, Zhulin Liu	http://arxiv.org/abs/2610.05834v1	cs.LG	Oct 5, 2026	None	Score79	Broad Learning System (BLS) supports analytical training and incremental expansion, but its g...