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Deep neural networks have drastically evolved over the years, overcoming common challenges that arise when training these complex models. Source link
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Developing machine learning systems entails a well-established lifecycle, consisting of a series of stages from data preparation and preprocessing to modeling, validation, deployment to production, and continuous maintenance. Source link
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This article provides a summary of and commentary on the recent paper <a href="https://arxiv. Source link
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A government report has found that surging investment has driven UK AI sector growth to outpace the wider economy by 150 times since 2022. The UK’s AI sector is clearly in the throes of a boom, with revenues shattering previous records to hit £23.9 billion in the last year. The engine room of this growth…
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A group of Swiss institutions has released a new open AI model, designed to serve as a foundation for future research and applications. Built by EPFL, ETH Zurich, and the Swiss National Supercomputing Centre (CSCS), the model is called Apertus – Latin for “open.” The name reflects its core principle: every part of its design…
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The promise of AI remains immense – but one thing might be holding it back. “The infrastructure that powers AI today won’t sustain tomorrow’s demands,” a recent CIO.com article leads. “CIOs must rethink how to scale smarter – not just bigger – or risk falling behind.” CrateDB agrees – and the database firm is betting…
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The EU has a chance to shape how the world approaches AI and data governance. AI News spoke with Resham Kotecha, Global Head of Policy at the Open Data Institute (ODI), who said that opportunity lies in proving that protecting people’s rights and supporting innovation can go hand in hand. The ODI’s European Data and…
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A new AI tool – built to help companies find and fix their own security weaknesses – has been snatched up by cybercriminals, turned on its head, and used as a devastating hacking weapon exploiting zero-day vulnerabilities. According to a report from cybersecurity firm Check Point, the framework – called Hexstrike-AI – is the turning…
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Meta is revising how its AI chatbots interact with users after a series of reports exposed troubling behaviour, including interactions with minors. The company told TechCrunch it is now training its bots not to engage with teenagers on topics like self-harm, suicide, or eating disorders, and to avoid romantic banter. These are temporary steps while…
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Extreme gradient boosting ( XGBoost ) is one of the most prominent machine learning techniques used not only for experimentation and analysis but also in deployed predictive solutions in industry. Source link