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.Computer Sciences[#item_full_content]

Beyond dancing robots and eager-to-help digital avatars, Shanghai’s World AI Conference saw China stake its claim to global artificial intelligence leadership and frame itself as a clear alternative to the United States.Beyond dancing robots and eager-to-help digital avatars, Shanghai’s World AI Conference saw China stake its claim to global artificial intelligence leadership and frame itself as a clear alternative to the United States.Business[#item_full_content]

New technologies usually follow the technology adoption life cycle. Innovators and early adopters rush to embrace new technologies, while laggards and skeptics jump in much later.New technologies usually follow the technology adoption life cycle. Innovators and early adopters rush to embrace new technologies, while laggards and skeptics jump in much later.Consumer & Gadgets[#item_full_content]

In 2018, my Australian co-worker asked me, “Hey, how are you going?” My response—”I am taking a bus”—was met with a smirk. I had recently moved to Australia. Despite studying English for more than 20 years, it took me a while to familiarize myself with the Australian variety of the language.In 2018, my Australian co-worker asked me, “Hey, how are you going?” My response—”I am taking a bus”—was met with a smirk. I had recently moved to Australia. Despite studying English for more than 20 years, it took me a while to familiarize myself with the Australian variety of the language.Machine learning & AI[#item_full_content]

In a Perspective, Hany Farid highlights the risk of manipulated and fraudulent images and videos, known as deepfakes, and explores interventions that could mitigate the harms deepfakes can cause.In a Perspective, Hany Farid highlights the risk of manipulated and fraudulent images and videos, known as deepfakes, and explores interventions that could mitigate the harms deepfakes can cause.Security[#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.Machine learning & AI[#item_full_content]

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