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Building better batteries with amorphous materials and machine learning

Lithium-ion batteries power most electronics, but they have limited energy density—they can store only a certain amount of energy per mass or volume of the battery.

“In order to store even more energy with the same mass or volume, you will have to explore alternative energy storage technologies,” says Sai Gautam Gopalakrishnan, Assistant Professor at the Department of Materials Engineering, IISc.

Gopalakrishnan and his team have studied how to boost the movement of ions in , which can have a higher energy density.

Is violent AI-human conflict inevitable?

Are you worried that artificial intelligence and humans will go to war? AI experts are. In 2023, a group of elite thinkers signed onto the Center for AI Safety’s statement that “Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war.”

In a survey published in 2024, 38% to 51% of top-tier AI researchers assigned a probability of at least 10% to the statement “advanced AI leading to outcomes as bad as human extinction.”

The worry is not about the Large Language Models (LLMs) of today, which are essentially huge autocomplete machines, but about Advanced General Intelligence (AGI)—still hypothetical long-term planning agents that can substitute for human labor across a wide range of society’s economic systems.

Graph neural networks learn emergent tissue properties from spatial molecular profiles

Tissue phenotypes arise from molecular states of individual cells and their spatial organisation, so spatial omics assays can help reveal how they emerge. Here, the authors apply graph neural networks to classify tissue phenotypes from spatial omics patterns, and use this approach to understand patterns in cancers and their microenvironments.

Our actions are dictated by ‘autopilot’ not choice, finds study

Habit, not conscious choice, drives most of our actions, according to new research from the University of Surrey, University of South Carolina and Central Queensland University.

The research, published in Psychology & Health, found that two-thirds of our daily behaviors are initiated “on autopilot”, out of habit.

Habits are actions that we are automatically prompted to do when we encounter everyday settings, due to associations that we have learned between those settings and our usual responses to them.

A Systematic Review of the Use of AI in EFL and EL Classrooms for Gifted Students

There is a growing body of literature that focuses on the applicability of artificial intelligence (AI) in English as a Foreign Language (EFL) and English Language (EL) classrooms; however, educational application of AI in the EFL and EL classroom for gifted students presents a new paradigm. This paper explores the existing research to highlight current practices and future possibilities of AI for teaching EFL and EL to address gifted students’ special needs. In general, the uses of AI are being established for class instruction and intervention; nevertheless, there is still uncertainty about practitioner use of AI with gifted students in EFL and EL classrooms. This review identifies 42 examples of GenAI Models that can be used in gifted EFL and EL classrooms.

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