Friends United

Addressing youth mental health in Southeast Asia: a call to action with a spotlight on Malaysia

In Malaysia, 1 in 6 children aged 5–15 experience mental health difficulties, with this burden doubling between 2019 and 2023.1 Additionally, approximately 46% of youth report difficulties related to socialisation, including problems playing with others, making or maintaining fri...

Concerning uncertainty—a systematic survey of uncertainty-aware XAI

This paper surveys uncertainty-aware explainable artificial intelligence (UAXAI), examining how uncertainty is incorporated into explanatory pipelines and how such methods are evaluated. Across the literature, three recurring approaches to uncertainty quantification (UQ) emerge (...

Removing wolves did not reliably prevent domestic animal losses

Abstract Humans usually try to kill wild animals that they perceive as threats. However, many scientific findings have raised doubts that killing solves wildlife damage to property. With scant, low‐quality data, uncertainty persists. We reviewed recent studies of killing gray wol...