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9 sheekooyinHal-abuurnimo
JIT-Agent proposes on-the-fly harness generation for AI agents
A new arXiv preprint presents JIT-Agent, a model designed to generate, repair and improve the software harnesses that guide AI agents. The authors report sizable benchmark gains across several language-model families, but the work remains an unreviewed preprint without independent validation in the source.arxiv.orgHal-abuurnimo
$R^3$ trains robots to use natural-language reasoning during manipulation
An arXiv preprint introduces $R^3$, a post-training method that uses free-form language reasoning to guide robotic manipulation policies. The authors report gains on two controlled benchmarks, while leaving real-world performance and the size of those gains unspecified.arxiv.orgHal-abuurnimo
Audit Finds Physical AI Benchmarks Share Redundant Information
A new arXiv preprint reports that several physical-AI benchmarks measure overlapping information, potentially changing how researchers rank models and choose evaluation suites.arxiv.orgHal-abuurnimo
Qaababka Luqadaha Raadiology-ga waxay muujinayaan Guul-darrooyinka Qarsoon ee hoos yimaada Xog-wareejinta, Natiijooyinka Daabacaadda
Qoraal horudhac ah oo cusub ayaa sheegay in moodooyinka afka-aragtida caafimaad ay u muuqan karaan kuwo lagu kalsoonaan karo oo lagu kalsoonaan karo xogta la yaqaan marka ay ku guuldareystaan wareejinta xog-ururinta, isku toosinta hababka kala duwan iyo imtixaannada gaaban.arxiv.orgHal-abuurnimo
ProViP uses head-aware pruning to cut visual tokens in vision-language models
A new arXiv preprint proposes ProViP, a training-free method that progressively removes redundant visual tokens and focuses pruning on the attention heads most useful for selecting critical visual information. In one reported LLaVA-1.5-7B experiment, it retained 95.9% of the original performance while delivering a…arxiv.orgHal-abuurnimo
Frozen Hematology AI Models Lose Accuracy and Calibration Under Acquisition Shift, Study Finds
An audit of 15 frozen hematology, pathology and general-vision foundation models reports steep drops in cross-dataset accuracy and confidence calibration when white-blood-cell images come from different acquisition conditions.arxiv.orgHal-abuurnimo
LiDAR-SAM2 waxay isticmaashaa moodel muqaal aasaasi ah si ay u abuurto summadaha 4D LiDAR iyada oo aan la sheegin bini'aadam
Daabacaad cusub ayaa soo bandhigaysa LiDAR-SAM2, kaas oo ka gudbiya qaybinta muuqaalka SAM2 una gudbisa summaynta 4D ee ku meel gaadhka ah ee LiDAR iyadoo la adeegsanayo odoroska aragtida badan iyo isu-geynta boos-ku-meel-gaadhka ah.arxiv.orgHal-abuurnimo
SHIFT-LLM waxay ka warbixisaa dariiqa bilaashka ah ee tababarka si loogu soo kabsado saxnaanta ka dib marka la gooyo lakabyada LLM
Daabacaad cusub ayaa qeexaysa SHIFT-LLM, habka sixitaanka ka dib manjooyin kaas oo isticmaala adabiyeyaasha toosan ee khafiifka ah si loo qiyaaso xisaabaadka laga saaray qaababka luqadaha waaweyn. Qorayaashu waxay ka warbixiyeen guulaha saxda ah ee ilaa 15.7 dhibcood Llama-3.1-8B-Tilmaanta todobada bartilmaameed ee eber.arxiv.orgHal-abuurnimo
YOLOEZ offers a no-code workflow for AI-based structural-defect inspection
A new paper introduces YOLOEZ, an open-source graphical tool that combines image labeling, YOLO model training and defect inference in one no-code workflow for structural inspection.arxiv.org
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