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A TPM-based combined remote attestation method for confidential computing
Problem statement Confidential computing technologies such as Intel TDX and AMD SNP rely on hardware-controlled Roots of Trust (RoT), inherently binding remote attestation to specific CPU vendors. While these solutions offer strong security guarantees, they also… ⌘ Read more

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Open source mega-constellations could solve overcrowding
Duplicating expensive resources is expensive and wasteful, and most people would agree it’s unnecessary. However, the planned increase in major satellite constellations is currently causing a massive duplication of resources as individual companies and even countries try to set up their own infrastructure in space. ⌘ Read more

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From the Captain’s Chair: Pradumna Saraf
Docker Captains are leaders from the developer community that are both experts in their field and are passionate about sharing their Docker knowledge with others. “From the Captain’s Chair” is a blog series where we get a closer look at one Captain to learn more about them and their experiences.  Today, we are interviewing Pradumna… ⌘ Read more

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Unlocking Local AI on Any GPU: Docker Model Runner Now with Vulkan Support
Running large language models (LLMs) on your local machine is one of the most exciting frontiers in AI development. At Docker, our goal is to make this process as simple and accessible as possible. That’s why we built Docker Model Runner, a tool to help you download and run LLMs with a single command. Until… ⌘ Read more

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Nobel prize in chemistry awarded for work on molecular architecture
Susumu Kitagawa, Richard Robson and Omar Yaghi have been honoured for the development of metal-organic frameworks, porous materials that can capture water or pollutants ⌘ Read more

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Every third school in Vilnius lies in a high air pollution zone, Lithuanian study reveals
A study carried out by researchers at the Center for Physical Sciences and Technology (FTMC) revealed that 37% of primary and secondary schools in Vilnius, the capital of Lithuania, are exposed to harmful air pollutants due to their proximity to major high-traffic roads. ⌘ Read more

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10 Inventors Who Died Before Seeing Their Creations Succeed
In the course of time, inventors, engineers, clever thinkers, and business-minded individuals have propelled humanity forward. Their unique ideas and remarkable creations have helped improve mankind and make society more seamless in countless ways. These advancements have ranged from incremental improvements to monumental leaps—and they span industries and inventions from medical breakthroughs to technological marve … ⌘ Read more

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AI advance helps astronomers spot cosmic events with just a handful of examples
A new study co-led by the University of Oxford and Google Cloud has shown how general-purpose AI can accurately classify real changes in the night sky—such as an exploding star, a black hole tearing apart a passing star, a fast-moving asteroid, or a brief stellar flare from a compact star system—and explain its reasoning, without the need for complex training. ⌘ Read more

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The human cost of healthy eating: Some recommended US diets carry higher risk of forced labor in food supply chains
Many Americans choose food based on cost and nutrition, but personal values, such as animal welfare and environmental concerns, also shape what ends up on our plates. ⌘ Read more

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Stealing Part of a Production Language Model (2024)
We introduce the first model-stealing attack that extracts precise, nontrivial information from black-box production language models like OpenAI’s ChatGPT or Google’s PaLM-2. Specifically, our attack recovers the embedding projection layer (up to symmetries) of a transformer model, given typical API access. For under $20 USD, our attack extracts the entire projection matrix of OpenAI’s ada and babbage language models. We thereby confirm, for the first time, that these black-box … ⌘ Read more

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