If you rotate an image of a molecular structure, a human can tell the rotated image is still the same molecule, but a machine-learning model might think it is a new data point. In computer science parlance, the molecule is “symmetric,” meaning the fundamental structure of that molecule remains the same if it undergoes certain transformations, like rotation.If you rotate an image of a molecular structure, a human can tell the rotated image is still the same molecule, but a machine-learning model might think it is a new data point. In computer science parlance, the molecule is “symmetric,” meaning the fundamental structure of that molecule remains the same if it undergoes certain transformations, like rotation.[#item_full_content]

Faulty ranking mechanisms used in AI leaderboards can be overcome through approaches evaluated at the University of Michigan.Faulty ranking mechanisms used in AI leaderboards can be overcome through approaches evaluated at the University of Michigan.[#item_full_content]

To confront bias, scientists say we must examine the ontological frameworks within large language models—and how our perceptions influence outputs.To confront bias, scientists say we must examine the ontological frameworks within large language models—and how our perceptions influence outputs.[#item_full_content]

Artificial intelligence tools called large language models (LLMs), such as OpenAI’s ChatGPT or Google’s Gemini, can do a lot these days—dispensing relationship advice, crafting texts to get you out of social obligations and even writing science articles.Artificial intelligence tools called large language models (LLMs), such as OpenAI’s ChatGPT or Google’s Gemini, can do a lot these days—dispensing relationship advice, crafting texts to get you out of social obligations and even writing science articles.[#item_full_content]

A new international study has introduced Curved Neural Networks—a new type of AI memory architecture inspired by ideas from geometry. The study shows that bending the “space” in which AI “thinks” can create explosive memory recall—an effect similar to a lightbulb moment in the human brain. The research opens new paths for brain-inspired computing, neuroscience, and even next-gen robotics, offering tools to better understand memory itself.A new international study has introduced Curved Neural Networks—a new type of AI memory architecture inspired by ideas from geometry. The study shows that bending the “space” in which AI “thinks” can create explosive memory recall—an effect similar to a lightbulb moment in the human brain. The research opens new paths for brain-inspired computing, neuroscience, and even next-gen robotics, offering tools to better understand memory itself.[#item_full_content]

It can take years for humans to solve complex scientific problems. With AI, it can take a fraction of the time.It can take years for humans to solve complex scientific problems. With AI, it can take a fraction of the time.[#item_full_content]

In an era where manipulated videos can spread disinformation, bully people, and incite harm, UC Riverside researchers have created a powerful new system to expose these fakes.In an era where manipulated videos can spread disinformation, bully people, and incite harm, UC Riverside researchers have created a powerful new system to expose these fakes.[#item_full_content]

What do children’s building blocks and quantum computing have in common? The answer is modularity.What do children’s building blocks and quantum computing have in common? The answer is modularity.[#item_full_content]

In a world increasingly shaped by artificial intelligence, the question of how machines make decisions under uncertain conditions grows more urgent every day.In a world increasingly shaped by artificial intelligence, the question of how machines make decisions under uncertain conditions grows more urgent every day.[#item_full_content]

Tabular data is at the heart of scientific analysis—whether in medicine, the social sciences, or even archaeology. Making it comprehensible and usable is often a tedious task, especially when the data is extensive or complex. The Institute for Artificial Intelligence in Medicine (IKIM) at the University of Duisburg-Essen has developed an elegant solution: Datavzrd.Tabular data is at the heart of scientific analysis—whether in medicine, the social sciences, or even archaeology. Making it comprehensible and usable is often a tedious task, especially when the data is extensive or complex. The Institute for Artificial Intelligence in Medicine (IKIM) at the University of Duisburg-Essen has developed an elegant solution: Datavzrd.[#item_full_content]