Adsorption of CO oxidation intermediates on Ag<img class="glyph" src="https://sdfestaticassets-us-east-1.sciencedirectassets.com/shared-assets/16/entities/sbnd" />Au nanoparticles across quantum-confined to bulk-like size regimes

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After 32 weeks in hospital, several cardiac arrests and a quadruple amputation, sepsis survivor Manjit Sangha has finally returned home.

In January 2024, CVE-2024-21626 showed that a file descriptor leak in runc (the standard container runtime) allowed containers to access the host filesystem. The container’s mount namespace was intact — the escape happened through a leaked fd that runc failed to close before handing control to the container. In 2025, three more runc CVEs (CVE-2025-31133, CVE-2025-52565, CVE-2025-52881) demonstrated mount race conditions that allowed writing to protected host paths from inside containers.

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As a data scientist, I’ve been frustrated that there haven’t been any impactful new Python data science tools released in the past few years other than polars. Unsurprisingly, research into AI and LLMs has subsumed traditional DS research, where developments such as text embeddings have had extremely valuable gains for typical data science natural language processing tasks. The traditional machine learning algorithms are still valuable, but no one has invented Gradient Boosted Decision Trees 2: Electric Boogaloo. Additionally, as a data scientist in San Francisco I am legally required to use a MacBook, but there haven’t been data science utilities that actually use the GPU in an Apple Silicon MacBook as they don’t support its Metal API; data science tooling is exclusively in CUDA for NVIDIA GPUs. What if agents could now port these algorithms to a) run on Rust with Python bindings for its speed benefits and b) run on GPUs without complex dependencies?

作為中國最大社交平台之一,「小紅書」一直以「接地氣」和「生活化」出名,同時受到企業文化影響,和其他社交平台相比,小紅書更強調社區感的營造與維護,這使得短時間內、海外用戶對於中國的了解快速加強。

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"You can't go into these things blind... you've got to see the pros and cons," he said.

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