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A mathematical ceiling limits generative AI to amateur-level creativity

A new theoretical analysis published in the Journal of Creative Behaviour challenges the prevailing narrative that artificial ...
The Lancet

Effective sample size for individual risk predictions: quantifying uncertainty in machine learning models

Individual prediction uncertainty is a key aspect of clinical prediction model performance; however, standard performance metrics do not capture it. Consequently, a model might offer sufficient ...
eLife

An interneuronal CRH and CRHBP circuit stabilizes birdsong performance

The performance of skilled behaviors requires a balance between consistency and adaptability. Although the neural mechanisms that regulate this balance have been extensively studied at systems and ...
Gut

Stem-like CD8+ T cells preserve HBV-specific responses in HBV/HIV co-infection

Background Chronic hepatitis B virus (HBV) infection disproportionately affects people living with HIV, who are often excluded from functional cure studies. Objective This study investigates CD8+ T ...
IEEE

Enhancing Multi-Agent Reinforcement Learning: Set Function Approximation and Dynamic Policy Adaptation

Abstract: While Deep Learning based methods can solve complex problems by employing Neural Networks to act as powerful function approximators, they often suffer from inflexibility in terms of ...
IEEE

Can There Be a Two Way Hash Function?

Abstract: It is computationally impossible for one-way hash functions to obtain the original data again. In this study, Two Way Hash Function (TWHF) is proposed which provides the security properties ...