Morning Overview on MSN

Humanoid robots in 2025 proved the future, then face-planted

Humanoid robots spent 2025 straddling a strange line between breakthrough and blooper reel. They poured lattes, posed in fashion campaigns and even stepped into kickboxing rings, only to trip, ...
The Debrief

Consciousness May Depend on the Physics of the Brain, Not Just Code

A new theoretical study argues that many standard beliefs about consciousness are rooted in a misleading concept of how the ...
The Cool Down

Researchers develop AI tool that could transform future of solar energy: 'Demonstrates significant promise'

A group of solar energy experts from India revealed how they used weather data dating back to 1980 to optimize solar farms.
Cache Valley Daily

Light the World Giving Machine initiative: what Americans are giving for Christmas – to people they’ll never meet

The annual Light the World Giving Machine initiative, made possible by the Church of Jesus Christ of Latter-day Saints, helps ...
IEEE

Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review

Abstract: Machine learning draws its power from various disciplines, including computer science, cognitive science, and statistics. Although machine learning has achieved great advancements in both ...
IEEE

Verifying in the Dark: Verifiable Machine Unlearning by Using Invisible Backdoor Triggers

Abstract: Machine unlearning as a fundamental requirement in Machine-Learning-as-a-Service (MLaaS) has been extensively studied with increasing concerns about data privacy. It requires MLaaS providers ...
Scientific Research Publishing

Rudin, C. (2019). Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead. Nature Machine Intelligence, 1, 206-215.

ABSTRACT: Machine learning (ML) has revolutionized risk management by enabling organizations to make data-driven decisions with higher accuracy and speed. However, as machine learning models grow more ...
Machine Design

Lights-out Manufacturing: Myths Versus Realities

Early adopters of lights-out concepts are now learning to scale autonomous production. Siemens’ Xcelerator platform is one solution helping manufacturers make headway. As manufacturing companies ...