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74 primary articles · 62 secondary mentions

Primary coverage

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Towards AI-augmented decision making in psychiatry

Problem — The paper addresses the challenge of heterogeneity in psychiatric disorders and the reliance on unstructured longitudinal narratives, which complicates standardization in clinical decision-making. The authors highlight the variability...

Notable research ServiceNow

Navigating molecular OOD-ness

Problem Current machine learning approaches in drug discovery struggle with out-of-distribution (OOD) generalization, particularly in identifying novel bioactive molecules that do not conform to the training data distribution. This paper...

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q0: Primitives for Hyper-Epoch Pretraining

Problem The paper addresses the limitations of traditional single-model pretraining, which often saturates in performance long before the compute budget is fully utilized. As compute resources expand, the need for...

arXiv code Bishwas Mandal +3
Notable news ServiceNow

YouTube will now automatically label AI videos

YouTube has announced a significant update to its content labeling system, introducing automatic labels for videos that utilize substantial photorealistic AI technology. This move comes as the platform aims to...

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AI for Auto-Research: Roadmap & User Guide

Problem This preprint addresses the emerging capabilities of AI-assisted research tools, which can autonomously generate research papers and execute experiments with minimal human intervention. Despite these advancements, the authors highlight...

arXiv code Lingdong Kong +5

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