Generative AI tools such as Midjourney, Stable Diffusion and DALL-E 2 have astounded us with their ability to produce remarkable images in a matter of seconds.Generative AI tools such as Midjourney, Stable Diffusion and DALL-E 2 have astounded us with their ability to produce remarkable images in a matter of seconds.[#item_full_content]

Co-design, that is, designing software and hardware simultaneously, is one way of attempting to meet the computing-power needs of today’s artificial intelligence applications. Compilers, which translate instructions from one representation to another, are a key piece of the puzzle. A group of researchers at the Chinese Academy of Sciences summarized existing compiler technologies in deep learning co-design and proposed their own framework, the Buddy Compiler.Co-design, that is, designing software and hardware simultaneously, is one way of attempting to meet the computing-power needs of today’s artificial intelligence applications. Compilers, which translate instructions from one representation to another, are a key piece of the puzzle. A group of researchers at the Chinese Academy of Sciences summarized existing compiler technologies in deep learning co-design and proposed their own framework, the Buddy Compiler.[#item_full_content]

In a new study, researchers from Université libre de Bruxelles demonstrate the potential of blockchain technology, known from cryptocurrencies such as Bitcoin and Ethereum, to secure the coordination of robot swarms. In experiments conducted with both real and simulated robots, they show how blockchain technology enables a robot swarm to neutralize harmful robots without human intervention, thus enabling the deployment of autonomous and safe robot swarms. Their work is published in the journal Science Robotics.In a new study, researchers from Université libre de Bruxelles demonstrate the potential of blockchain technology, known from cryptocurrencies such as Bitcoin and Ethereum, to secure the coordination of robot swarms. In experiments conducted with both real and simulated robots, they show how blockchain technology enables a robot swarm to neutralize harmful robots without human intervention, thus enabling the deployment of autonomous and safe robot swarms. Their work is published in the journal Science Robotics.[#item_full_content]

When real-world disasters occur, logistics play a crucial role in emergency disaster management. Emergency material scheduling is a vital piece of the emergency logistics plan. Having a reasonable and efficient emergency material scheduling plan is essential in order to save lives and reduce property losses.When real-world disasters occur, logistics play a crucial role in emergency disaster management. Emergency material scheduling is a vital piece of the emergency logistics plan. Having a reasonable and efficient emergency material scheduling plan is essential in order to save lives and reduce property losses.[#item_full_content]

Chart captions that explain complex trends and patterns are important for improving a reader’s ability to comprehend and retain the data being presented. For people with visual disabilities, the information in a caption often provides their only means of understanding the chart.Chart captions that explain complex trends and patterns are important for improving a reader’s ability to comprehend and retain the data being presented. For people with visual disabilities, the information in a caption often provides their only means of understanding the chart.[#item_full_content]

Even though our computers are now better than 15 years ago, they still malfunction 11%–20% of the time, a new study from the University of Copenhagen and Roskilde University concludes. The researchers behind the study therefore find that there are major gains to be achieved for society by rethinking the systems and involving users more in their development.Even though our computers are now better than 15 years ago, they still malfunction 11%–20% of the time, a new study from the University of Copenhagen and Roskilde University concludes. The researchers behind the study therefore find that there are major gains to be achieved for society by rethinking the systems and involving users more in their development.[#item_full_content]

A technology for the three-dimensional integration of processing units and memory, as reported by researchers from Tokyo Tech, has achieved the highest attainable performance in the whole world, paving the way to faster and more efficient computing. Named “BBCube 3D,” this innovative stacked architecture achieves higher data bandwidths than state-of-the-art memory technologies, while also minimizing the energy needed for bit access.A technology for the three-dimensional integration of processing units and memory, as reported by researchers from Tokyo Tech, has achieved the highest attainable performance in the whole world, paving the way to faster and more efficient computing. Named “BBCube 3D,” this innovative stacked architecture achieves higher data bandwidths than state-of-the-art memory technologies, while also minimizing the energy needed for bit access.[#item_full_content]

Computers possess two remarkable capabilities with respect to images: They can both identify them and generate them anew. Historically, these functions have stood separate, akin to the disparate acts of a chef who is good at creating dishes (generation), and a connoisseur who is good at tasting dishes (recognition).Computers possess two remarkable capabilities with respect to images: They can both identify them and generate them anew. Historically, these functions have stood separate, akin to the disparate acts of a chef who is good at creating dishes (generation), and a connoisseur who is good at tasting dishes (recognition).[#item_full_content]

Language models like ChatGPT are making headlines for their impressive ability to “think” and communicate like humans do. Their feat of achievements so far includes answering questions, summarizing text, and even engaging in emotionally intelligent conversation.Language models like ChatGPT are making headlines for their impressive ability to “think” and communicate like humans do. Their feat of achievements so far includes answering questions, summarizing text, and even engaging in emotionally intelligent conversation.[#item_full_content]

An international research team has designed a deep learning system able to detect natural disasters using images posted on social media. The researchers applied computer vision tools that, once trained using 1.7 million photographs, proved capable of analyzing, filtering and detecting real disasters. The paper is published in the journal IEEE Transactions on Pattern Analysis and Machine Intelligence.An international research team has designed a deep learning system able to detect natural disasters using images posted on social media. The researchers applied computer vision tools that, once trained using 1.7 million photographs, proved capable of analyzing, filtering and detecting real disasters. The paper is published in the journal IEEE Transactions on Pattern Analysis and Machine Intelligence.[#item_full_content]