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‘The danger and value of water are in my blood’: how rain fences are making Dutch homes more climate resilient

Housing corporations are adopting rainwater storage in garden fences, reducing pressure during downpours and preserving water for times of droughtGood fences make good neighbours – but rain fences could make even better ones.That is the hope of housing corporations in the Netherlands, which are adopting rainwater storage in their garden fences. Continue reading…

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OpenAI pulls out of landmark £31bn UK investment package

Artificial intelligence company cites high energy costs and regulation as reasons for putting Stargate project on holdOpenAI has put plans for a landmark project to strengthen the UK’s AI capabilities on hold, citing high energy costs and regulation.Stargate UK was a part of the landmark UK-US AI deal announced last September, in which US companies

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Sigmoid vs ReLU Activation Functions: The Inference Cost of Losing Geometric Context

A deep neural network can be understood as a geometric system, where each layer reshapes the input space to form increasingly complex decision boundaries. For this to work effectively, layers must preserve meaningful spatial information — particularly how far a data point lies from these boundaries — since this distance enables deeper layers to build

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A Coding Guide to Build Advanced Document Intelligence Pipelines with Google LangExtract, OpenAI Models, Structured Extraction, and Interactive Visualization

In this tutorial, we explore how to use Google’s LangExtract library to transform unstructured text into structured, machine-readable information. We begin by installing the required dependencies and securely configuring our OpenAI API key to leverage powerful language models for extraction tasks. Also, we will build a reusable extraction pipeline that enables us to process a

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Google AI Research Introduces PaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

Writing a research paper is brutal. Even after the experiments are done, a researcher still faces weeks of translating messy lab notes, scattered results tables, and half-formed ideas into a polished, logically coherent manuscript formatted precisely to a conference’s specifications. For many fresh researchers, that translation work is where papers go to die. A team

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A Comprehensive Implementation Guide to ModelScope for Model Search, Inference, Fine-Tuning, Evaluation, and Export

In this tutorial, we explore ModelScope through a practical, end-to-end workflow that runs smoothly on Colab. We begin by setting up the environment, verifying dependencies, and confirming GPU availability so we can work with the framework reliably from the start. From there, we interact with the ModelScope Hub to search for models, download snapshots, load

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Meet OSGym: A New OS Infrastructure Framework That Manages 1,000+ Replicas at $0.23/Day for Computer Use Agent Research

Training AI agents that can actually use a computer — opening apps, clicking buttons, browsing the web, writing code — is one of the hardest infrastructure problems in modern AI. It’s not a data problem. It’s not a model problem. It’s a plumbing problem. You need to spin up hundreds, potentially thousands, of full operating

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Anthropic says its latest AI model can expose weaknesses in software security

AI company says purpose of its Claude Mythos model is to bolster defenses against hacking in common applicationsAnthropic on Tuesday said its yet-to-be-released artificial intelligence model called Claude Mythos has proven keenly adept at exposing software weaknesses.Mythos has laid bare thousands of vulnerabilities in commonly used applications for which no patch or fix exists, prompting

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Alarm in health service over Palantir staff being given NHS email accounts

Exclusive: Sources believe AI tech company’s engineers have been granted access to directory of up to 1.5m staff UK politics live – latest updatesHealth service staff have expressed alarm that engineers working for controversial tech company Palantir have been given NHS email accounts.Employees using NHS.net email accounts have access to a directory with the contact

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Scientists develop AI tool to spot heart failure risk five years before it strikes

Oxford team’s technology picked up danger signs with 86% accuracy in study of 72,000 patients in EnglandOxford scientists have developed a simple AI tool that can predict the risk of heart failure five years before it develops.More than 60 million people worldwide have the condition in which the heart cannot pump blood around the body

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