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                    <title><![CDATA[ Latest from Tom's Hardware in Machine-learning ]]></title>
                <link>https://www.tomshardware.com/tag/machine-learning</link>
        <description><![CDATA[ All the latest machine-learning content from the Tom's Hardware team ]]></description>
                                    <lastBuildDate>Fri, 05 Dec 2025 13:09:26 +0000</lastBuildDate>
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                                                            <title><![CDATA[ IBM unveiled its Deep Blue chess supercomputer prototype 30 years ago today — two years later in its second attempt, it defeated Grandmaster Garry Kasparov ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/ibm-unveiled-its-deep-blue-chess-supercomputer-prototype-30-years-ago-today-two-years-later-in-its-second-attempt-it-defeated-grandmaster-garry-kasparov</link>
                                                                            <description>
                            <![CDATA[ On November 5, 1995, IBM took the wraps off its Deep Blue prototype, a supercomputer designed to beat the world’s greatest chess players. ]]>
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                                                                        <pubDate>Fri, 05 Dec 2025 13:09:26 +0000</pubDate>                                                                                                                                <updated>Fri, 05 Dec 2025 14:02:51 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Mark Tyson ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/RHW5wpJcr4JVaVXZBczLsK-1280-80.jpg">
                                                            <media:credit><![CDATA[The IBM History Blog]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[IBM Deep Blue chess computer]]></media:description>                                                            <media:text><![CDATA[IBM Deep Blue chess computer]]></media:text>
                                <media:title type="plain"><![CDATA[IBM Deep Blue chess computer]]></media:title>
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                                                            <title><![CDATA[ AMD's FSR Redstone uses machine learning to achieve parity with Nvidia DLSS ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/amds-fsr-redstone-uses-machine-learning-to-achieve-parity-with-nvidia-dlss</link>
                                                                            <description>
                            <![CDATA[ AMD announced FSR Redstone at Computex 2025. ]]>
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                                                                        <pubDate>Wed, 21 May 2025 18:12:24 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:07:12 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Zhiye Liu ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/y4ZfNknZGnqUQqhFky38QE-1280-80.jpg">
                                                            <media:credit><![CDATA[Future]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[AMD FSR Redstone]]></media:description>                                                            <media:text><![CDATA[AMD FSR Redstone]]></media:text>
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                                                            <title><![CDATA[ IBM boosts mainframes with 50% more AI performance: z17 features Telum II chip with AI accelerators ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/ibm-boosts-mainframes-with-50-percent-more-ai-performance-z17-features-telum-ii-chip-with-ai-accelerators</link>
                                                                            <description>
                            <![CDATA[ IBM's next-generation z17 mainframe combines the high-performance Telum II processor and accelerators to deliver secure transaction processing and advanced AI capabilities for mission-critical enterprise workloads. ]]>
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                                                                        <pubDate>Tue, 08 Apr 2025 13:29:23 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:42:02 +0000</updated>
                                                                                                                                            <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/NHdbMCeRM3xwLh3M2caTF4-1280-80.jpg">
                                                            <media:credit><![CDATA[IBM]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[IBM]]></media:description>                                                            <media:text><![CDATA[IBM]]></media:text>
                                <media:title type="plain"><![CDATA[IBM]]></media:title>
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                                                            <title><![CDATA[ Open-source tool designed to throttle PC and server performance based on electricity pricing — lightweight CLI will automatically limit clocks during peak hours ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/software/applications/open-source-tool-designed-to-throttle-pc-and-server-performance-based-on-electricity-pricing-lightweight-cli-can-automatically-limit-clocks-during-peak-hours</link>
                                                                            <description>
                            <![CDATA[ ML Engineer Naveen Kulandaivelu built a CLI power management app that automatically throttled his CPU and GPU based on Time of Use pricing. ]]>
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                                                                        <pubDate>Tue, 01 Apr 2025 19:07:51 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:41:30 +0000</updated>
                                                                                                                                            <category><![CDATA[Applications]]></category>
                                                    <category><![CDATA[Software]]></category>
                                                                                                <author><![CDATA[ editors@tomshardware.com (Jowi Morales) ]]></author>                    <dc:creator><![CDATA[ Jowi Morales ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/cDfeoHnZyhQUaphdx7ZUdf-1280-80.jpg">
                                                            <media:credit><![CDATA[Naveen Kulandaivelu ]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[WattWise CLI power monitoring app]]></media:description>                                                            <media:text><![CDATA[WattWise CLI power monitoring app]]></media:text>
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                                                            <title><![CDATA[ IBM secures patent for 4D printing — smart material uses ML for transporting microparticles ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/3d-printing/ibm-secures-patent-for-4d-printing-smart-material-uses-ml-for-transporting-microparticles</link>
                                                                            <description>
                            <![CDATA[ The USPTO granted IBM a patent that details how an ML algorithm automatically controls a 4D-printed smart material. ]]>
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                                                                        <pubDate>Tue, 11 Mar 2025 13:11:08 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:41:12 +0000</updated>
                                                                                                                                            <category><![CDATA[3D Printing]]></category>
                                                                                                <author><![CDATA[ editors@tomshardware.com (Jowi Morales) ]]></author>                    <dc:creator><![CDATA[ Jowi Morales ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/zAzMznQDb6qY4LtWshb4BZ-1280-80.jpg">
                                                            <media:credit><![CDATA[Shutterstock]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[IBM logo on a metallic surface]]></media:description>                                                            <media:text><![CDATA[IBM logo on a metallic surface]]></media:text>
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                                                            <title><![CDATA[ AMD teams up with Cisco, Nokia, and Jio Platforms for Open Telecom AI platform ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/amd-teams-up-with-cisco-nokia-and-jio-platforms-for-open-telecom-ai-platform</link>
                                                                            <description>
                            <![CDATA[ AMD, Cisco, Nokia, and Jio Platforms will develop an open platform for telecommunication machines with advanced security based on AMD's processors and telco technologies from Cisco and Nokia. ]]>
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                                                                        <pubDate>Thu, 06 Mar 2025 15:28:02 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:57:55 +0000</updated>
                                                                                                                                            <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/n6m2p6KFQiKqKTDkeg3cBf-1280-80.jpg">
                                                            <media:credit><![CDATA[AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[AMD EPYC CPU]]></media:description>                                                            <media:text><![CDATA[AMD EPYC CPU]]></media:text>
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                                                            <title><![CDATA[ World's first 'body in a box' biological computer uses human brain cells with silicon-based computing ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/worlds-first-body-in-a-box-biological-computer-uses-human-brain-cells-with-silicon-based-computing</link>
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                            <![CDATA[ The computer integrates lab-grown neurons that develop on a silicon chip, enabling them to transmit and receive electrical signals. ]]>
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                                                                        <pubDate>Thu, 06 Mar 2025 13:35:00 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:51:47 +0000</updated>
                                                                                                                                            <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ editors@tomshardware.com (Kunal Khullar) ]]></author>                    <dc:creator><![CDATA[ Kunal Khullar ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/C4nPMBAHS2pE5rpaTaLmXE-1280-80.jpg">
                                                            <media:credit><![CDATA[Cortical Labs]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[The CL1 is the world&#039;s first biological computer]]></media:description>                                                            <media:text><![CDATA[The CL1 is the world&#039;s first biological computer]]></media:text>
                                <media:title type="plain"><![CDATA[The CL1 is the world&#039;s first biological computer]]></media:title>
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                                                            <title><![CDATA[ Aurora supercomputer is now fully operational, available to researchers ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/supercomputers/aurora-supercomputer-is-now-fully-operational-available-to-researchers</link>
                                                                            <description>
                            <![CDATA[ Intel's Ponte Vecchio-based Aurora is now available for a broad range of researchers ]]>
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                                                                        <pubDate>Thu, 30 Jan 2025 11:55:16 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:55:45 +0000</updated>
                                                                                                                                            <category><![CDATA[Supercomputers]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/szYPjqp6L5NCEEfdoFqFj7-1280-80.jpg">
                                                            <media:credit><![CDATA[Argonne National Laboratory]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Aurora]]></media:description>                                                            <media:text><![CDATA[Aurora]]></media:text>
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                                                            <title><![CDATA[ Nvidia hints DLSS 4 Frame Generation may extend support to past GPUs, including RTX 30 Series ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/nvidia-hints-dlss-4-frame-generation-may-extend-support-to-past-gpus-including-rtx-30-series</link>
                                                                            <description>
                            <![CDATA[ Nvidia DLSS 4 hinted to support past generation architectures. ]]>
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                                                                        <pubDate>Mon, 20 Jan 2025 13:02:33 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:51:48 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Christopher Harper ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/dKp6Visau5j39u2vTwRkGW-1280-80.jpg">
                                                            <media:credit><![CDATA[Tom&#039;s Hardware]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Nvidia RTX 30-series cards]]></media:description>                                                            <media:text><![CDATA[Nvidia RTX 30-series cards]]></media:text>
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                                                            <title><![CDATA[ Nvidia RTX AI PCs and generative AI for games — how the Blackwell GPUs and RTX 50-series aim to change the way we work and play ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/nvidia-rtx-ai-pcs-and-generative-ai-for-games-how-the-blackwell-gpus-and-rtx-50-series-aim-to-change-the-way-we-work-and-play</link>
                                                                            <description>
                            <![CDATA[ AI and related technologies are powering a host of new games and applications. During its Editors' Day, Nvidia showed demos of various upcoming titles, many of which will have enhancements for Blackwell RTX 50-series GPUs. ]]>
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                                                                        <pubDate>Wed, 15 Jan 2025 15:18:03 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:52:28 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Jarred Walton ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/zR8j9PwSx2RcUt6gUCCL7J-1280-80.jpg">
                                                            <media:credit><![CDATA[Nvidia]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Nvidia RTX AI PCs and Generative AI]]></media:description>                                                            <media:text><![CDATA[Nvidia RTX AI PCs and Generative AI]]></media:text>
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                                                            <title><![CDATA[ Microsoft prepares DirectX to support neural rendering for AI-powered graphics — a key feature of the update will be Cooperative Vector support ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/software/microsoft-prepares-directx-to-support-neural-rendering-for-ai-powered-graphics-a-key-feature-of-the-update-will-be-cooperative-vector-support</link>
                                                                            <description>
                            <![CDATA[ Microsoft plans to introduce cooperative vector support to DirectX, enabling cross-platform implementation of next-generation neural rendering techniques ]]>
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                                                                        <pubDate>Sun, 12 Jan 2025 18:14:22 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:55:42 +0000</updated>
                                                                                                                                            <category><![CDATA[Software]]></category>
                                                                                                <author><![CDATA[ editors@tomshardware.com (Kunal Khullar) ]]></author>                    <dc:creator><![CDATA[ Kunal Khullar ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/E9rQBpuJQ2mb6ougNzTKvW-1280-80.jpg">
                                                            <media:credit><![CDATA[Microsoft]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[A game render with the DirectX 12 Ultimate logo]]></media:description>                                                            <media:text><![CDATA[A game render with the DirectX 12 Ultimate logo]]></media:text>
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                                                            <title><![CDATA[ Arkansas might be home to around 19 million tons of lithium — researchers use machine learning to quantify lithium abundance in the Smackover Formation ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/arkansas-might-be-home-to-around-19-million-tons-of-lithium-researchers-use-machine-learning-to-quantify-lithium-abundance-in-the-smackover-formation</link>
                                                                            <description>
                            <![CDATA[ A study conducted by the USGS estimates that Arkansas's Lithium reserves could be 9x more than the projected global Lithium demand for EVs in 2030. ]]>
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                                                                        <pubDate>Tue, 22 Oct 2024 17:26:22 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:59:27 +0000</updated>
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                                                                                                <author><![CDATA[ editors@tomshardware.com (Hassam Nasir) ]]></author>                    <dc:creator><![CDATA[ Hassam Nasir ]]></dc:creator>                                                                                                    <media:content type="image/png" url="https://cdn.mos.cms.futurecdn.net/a65K3RSJm8DMTy6YNc92mJ-1280-80.png">
                                                            <media:credit><![CDATA[Shutterstock]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Battery]]></media:description>                                                            <media:text><![CDATA[Battery]]></media:text>
                                <media:title type="plain"><![CDATA[Battery]]></media:title>
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                                                            <title><![CDATA[ AMD's ROCm documentation now includes a dedicated ROCm on Radeonsection ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/amds-rocm-documentation-now-includes-a-dedicated-rocm-on-radeon-section</link>
                                                                            <description>
                            <![CDATA[ AMD encourages AI/ML developers to use Radeon hardware as it adds dedicated ROCm on Radeon section to documentation. ]]>
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                                                                        <pubDate>Wed, 09 Oct 2024 11:32:20 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:56:09 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/png" url="https://cdn.mos.cms.futurecdn.net/FKEfLV3WiguWYAz37vRmyW-1280-80.png">
                                                            <media:credit><![CDATA[YouTube - AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[AMD GPU]]></media:description>                                                            <media:text><![CDATA[AMD GPU]]></media:text>
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                                                            <title><![CDATA[ CUDA-beating ZLUDA breathes new life with financial backing from unknown party — pivots to AI workloads across multiple GPU vendors ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/zluda-breathes-new-life-with-financial-backing-from-unknown-party-pivots-to-ai-workloads-across-multiple-gpu-vendors</link>
                                                                            <description>
                            <![CDATA[ ZLUDA, a CUDA translation layer, gets new funding and therefore refocuses to AI software and multiple GPU vendors support. ]]>
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                                                                        <pubDate>Fri, 04 Oct 2024 18:54:37 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:56:30 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/6pABXzjBXdRrNgZAq7x5UJ-1280-80.jpg">
                                                            <media:credit><![CDATA[AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[AMD]]></media:description>                                                            <media:text><![CDATA[AMD]]></media:text>
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                                                            <title><![CDATA[ Scientists to use AI and 1.6 million brain scans for earlier and more accurate dementia diagnoses ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/scientists-to-use-ai-and-16-million-brain-scans-for-earlier-and-more-accurate-dementia-diagnoses</link>
                                                                            <description>
                            <![CDATA[ Researchers in Scotland are hopeful they can use machine learning to detect signs of dementia much earlier than is currently possible. ]]>
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                                                                        <pubDate>Mon, 26 Aug 2024 12:48:07 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:53:23 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Jeff Butts ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/6fUFdKSShGUqwudRPvcv5m-1280-80.jpg">
                                                            <media:credit><![CDATA[Shutterstock]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Brain scans]]></media:description>                                                            <media:text><![CDATA[Brain scans]]></media:text>
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                                                            <title><![CDATA[ US requests proposals for next-gen Discovery supercomputer — will be up to five times faster than the world's fastest supercomputer, arrive in 2027 ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/supercomputers/us-requests-proposals-for-discovery-supercomputer-will-be-up-to-five-times-faster-than-frontier-the-worlds-fastest-supercomputer</link>
                                                                            <description>
                            <![CDATA[ ORNL's Discovery supercomputer could offer up to 6 ExaFLOPS performance. ]]>
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                                                                        <pubDate>Wed, 24 Jul 2024 09:50:13 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:56:11 +0000</updated>
                                                                                                                                            <category><![CDATA[Supercomputers]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/3YVcYWa7iSA2ZbSLRZmxF8-1280-80.jpg">
                                                            <media:credit><![CDATA[ORNL]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[ORNL]]></media:description>                                                            <media:text><![CDATA[ORNL]]></media:text>
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                                                            <title><![CDATA[ Neural network learns to make maps with Minecraft — code available on GitHub ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/neural-network-learns-to-make-maps-with-minecraft-code-available-on-github</link>
                                                                            <description>
                            <![CDATA[ Neural networks are taught to create cognitive spatial maps of environments using Minecraft and predictive coding. ]]>
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                                                                        <pubDate>Sat, 20 Jul 2024 13:04:55 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:51:23 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Christopher Harper ]]></dc:creator>                                                                                                    <media:content type="image/png" url="https://cdn.mos.cms.futurecdn.net/2iEYspXC98NWuTtKafs62V-1280-80.png">
                                                            <media:credit><![CDATA[James Gornet &amp; Matt Thomson via Nature.com]]></media:credit>
                                                                                                                                                                        <media:description><![CDATA[Neural network doing spatial mapping of a Minecraft environment, and being able to predict subsequent &quot;steps&quot; (images) with a mean-squared error rate of 0.094%.]]></media:description>                                                            <media:text><![CDATA[Neural network doing spatial mapping of a Minecraft environment, and being able to predict subsequent &quot;steps&quot; (images) with a mean-squared error rate of 0.094%.]]></media:text>
                                <media:title type="plain"><![CDATA[Neural network doing spatial mapping of a Minecraft environment, and being able to predict subsequent &quot;steps&quot; (images) with a mean-squared error rate of 0.094%.]]></media:title>
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                                                            <title><![CDATA[ Much maligned Google Flu Trends service gets an AI reboot — new AI-infused approach appears in research paper ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/software/search-engines/much-maligned-google-flu-trends-service-gets-an-ai-reboot-new-ai-infused-approach-appears-in-research-paper</link>
                                                                            <description>
                            <![CDATA[ Google may be considering rebooting its much-maligned Google Flu Trends (GFT) service, which died of embarrassment in 2015. ]]>
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                                                                        <pubDate>Wed, 03 Jul 2024 12:49:38 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:42:07 +0000</updated>
                                                                                                                                            <category><![CDATA[Search Engines]]></category>
                                                    <category><![CDATA[Software]]></category>
                                                                                                                    <dc:creator><![CDATA[ Mark Tyson ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/BRFuxPnHx6s5SosSpyQxqW-1280-80.jpg">
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                                                                                                                                                                                                                                    <media:description><![CDATA[Virus]]></media:description>                                                            <media:text><![CDATA[Virus]]></media:text>
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                                                            <title><![CDATA[ Intel launches optical compute interconnect chiplet: Adding 4 Tbps optical connectivity to CPUs or GPUs ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/desktops/servers/intel-launches-optical-compute-interconnect-chiplet-adding-4-tbps-optical-connectivity-to-cpus-or-gpus</link>
                                                                            <description>
                            <![CDATA[ Intel unveils optical compute interconnect chiplet, industry's first fully integrated optical I/O solution that enables up to 4 Tbps connectivity. ]]>
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                                                                        <pubDate>Thu, 27 Jun 2024 11:28:57 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:09:38 +0000</updated>
                                                                                                                                            <category><![CDATA[Servers]]></category>
                                                    <category><![CDATA[Desktops]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/oPMXJGetzuURdNctz3AxRm-1280-80.jpg">
                                                            <media:credit><![CDATA[Intel]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Intel OCI]]></media:description>                                                            <media:text><![CDATA[Intel OCI]]></media:text>
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                                                            <title><![CDATA[ Samsung GPU investment plan given green light — digital twins and lithography purposes likely, consumer GPU improbable ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/samsung-gpu-investment-plan-given-green-light-digital-twins-and-lithography-purposes-likely-consumer-gpu-improbable</link>
                                                                            <description>
                            <![CDATA[ Samsung management recently approved plans to make heavy investments into GPUs. It is unlikely that the investment is going into a new consumer GPU, with likely options being digital twins or computational lithography research to make fabrication more efficient. ]]>
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                                                                        <pubDate>Tue, 18 Jun 2024 16:15:52 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:55:08 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Sunny Grimm ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/CXqsh7LjQ9T3RQBh7AdWhM-1280-80.jpg">
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                                                                                                                                                                                                                                    <media:description><![CDATA[Samsung]]></media:description>                                                            <media:text><![CDATA[Samsung]]></media:text>
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                                                            <title><![CDATA[ This Raspberry Pi AI clock listens and smells for the current time ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/raspberry-pi/this-raspberry-pi-ai-clock-listens-and-smells-for-the-current-time</link>
                                                                            <description>
                            <![CDATA[ Max Björverud's Raspberry Pi AI clock uses sound and smell to determine what the current time is and displays it on a matrix panel. ]]>
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                                                                        <pubDate>Thu, 30 May 2024 19:44:28 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:07:41 +0000</updated>
                                                                                                                                            <category><![CDATA[Raspberry Pi]]></category>
                                                                                                                    <dc:creator><![CDATA[ Ash Hill ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/v2mo9e8DRuditbYy98jbHV-1280-80.jpg">
                                                            <media:credit><![CDATA[Max Björverud]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Raspberry Pi]]></media:description>                                                            <media:text><![CDATA[Raspberry Pi]]></media:text>
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                                                            <title><![CDATA[ Full scan of 1 cubic millimeter of brain tissue took 1.4 petabytes of data, equivalent to 14,000 4K movies — Google's AI experts assist researchers  ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/full-scan-of-1-cubic-millimeter-of-brain-tissue-took-14-petabytes-of-data-equivalent-to-14000-full-length-4k-movies</link>
                                                                            <description>
                            <![CDATA[ Harvard researchers teamed up with Google machine learning minds to study a cubic millimeter of a healthy human brain, mapping out each of its connections and blood vessels, a process taking up wild amounts of data. ]]>
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                                                                        <pubDate>Fri, 10 May 2024 16:02:35 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:51:04 +0000</updated>
                                                                                                                                            <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Sunny Grimm ]]></dc:creator>                                                                                                    <media:content type="image/png" url="https://cdn.mos.cms.futurecdn.net/yuVSUG7jAn6ueMzhNvJuhg-1280-80.png">
                                                            <media:credit><![CDATA[Google]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Imaging of human brain from Google and Harvard.]]></media:description>                                                            <media:text><![CDATA[Imaging of human brain from Google and Harvard.]]></media:text>
                                <media:title type="plain"><![CDATA[Imaging of human brain from Google and Harvard.]]></media:title>
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                                                            <title><![CDATA[ Alleged Apple M4 Geekbench scores show incremental improvement in machine learning over last gen ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/cpus/alleged-apple-m4-geekbench-scores-show-incremental-improvement-in-machine-learning-over-last-gen</link>
                                                                            <description>
                            <![CDATA[ Unverified machine learning benchmarks have been posted to Geekbench and they seem to show an incremental improvement over the previous generation of Apple processor ]]>
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                                                                        <pubDate>Wed, 08 May 2024 12:54:02 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:54:09 +0000</updated>
                                                                                                                                            <category><![CDATA[CPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ editors@tomshardware.com (Jowi Morales) ]]></author>                    <dc:creator><![CDATA[ Jowi Morales ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/MCz2NdNGejW5dQnytH9oyh-1280-80.jpg">
                                                            <media:credit><![CDATA[Apple]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Apple M4 Neural Engine screenshot]]></media:description>                                                            <media:text><![CDATA[Apple M4 Neural Engine screenshot]]></media:text>
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                                                            <title><![CDATA[ This Raspberry Pi stethoscope uses AI to listen for heart disease ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/raspberry-pi/this-raspberry-pi-stethoscope-uses-ai-to-listen-for-heart-disease</link>
                                                                            <description>
                            <![CDATA[ Shebin Jose Jacob is using a Raspberry Pi to operate his AI-powered stethoscope that listens for signs of heart disease and more. ]]>
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                                                                        <pubDate>Thu, 02 May 2024 10:24:55 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:57:08 +0000</updated>
                                                                                                                                            <category><![CDATA[Raspberry Pi]]></category>
                                                                                                                    <dc:creator><![CDATA[ Ash Hill ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/99mMqXQXsmYiAudxJgG3dn-1280-80.jpg">
                                                            <media:credit><![CDATA[Shebin Jose Jacob]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Raspberry Pi]]></media:description>                                                            <media:text><![CDATA[Raspberry Pi]]></media:text>
                                <media:title type="plain"><![CDATA[Raspberry Pi]]></media:title>
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                                                            <title><![CDATA[ Engineer 'builds a GPU from scratch' in two weeks — process much harder than he expected ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/engineer-builds-a-gpu-from-scratch-in-two-weeks-process-much-harder-than-he-expected</link>
                                                                            <description>
                            <![CDATA[ An engineer has shared his journey in 'building a GPU from scratch with no prior experience.' As with his prior project of designing a CPU from scratch, Adam Majmudar took just two weeks to complete this cerebral feat. ]]>
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                                                                        <pubDate>Mon, 29 Apr 2024 13:10:52 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:50:07 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Mark Tyson ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/X67X6qB6M6RSurcZV9eTgT-1280-80.jpg">
                                                            <media:credit><![CDATA[Adam Majmudar]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[GPU from scratch]]></media:description>                                                            <media:text><![CDATA[GPU from scratch]]></media:text>
                                <media:title type="plain"><![CDATA[GPU from scratch]]></media:title>
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                                                            <title><![CDATA[ Raspberry Pi robot uses AI to motivate runners by shouting encouraging messages ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/raspberry-pi/raspberry-pi-robot-uses-ai-to-motivate-runners-by-shouting-encouraging-messages</link>
                                                                            <description>
                            <![CDATA[ Sir Walter Richardson is using a Raspberry Pi to power his AI-based robot that follows runners, shouting messages of encouragement or discouragement depending on their performance. ]]>
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                                                                        <pubDate>Thu, 25 Apr 2024 14:24:06 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:53:06 +0000</updated>
                                                                                                                                            <category><![CDATA[Raspberry Pi]]></category>
                                                                                                                    <dc:creator><![CDATA[ Ash Hill ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/zFM7AGHJRfsqB24sntrKoc-1280-80.jpg">
                                                            <media:credit><![CDATA[Sir Walter Richardson]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Raspberry Pi]]></media:description>                                                            <media:text><![CDATA[Raspberry Pi]]></media:text>
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                                                            <title><![CDATA[ 2D transistors can mimic a locust's brain to avoid collision— super-efficient tech could lower the energy costs of tomorrow's AI ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/2d-transistors-can-mimic-a-locusts-brain-to-avoid-collision-super-efficient-tech-could-lower-the-energy-costs-of-tomorrows-ai</link>
                                                                            <description>
                            <![CDATA[ IIT Bombay and King's College researchers worked together to create a 2D transistor in a research project studying advancements in AI machines. ]]>
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                                                                        <pubDate>Mon, 22 Apr 2024 17:01:53 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:09:46 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Sunny Grimm ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/4oH2gLirn3KwxqKZkBgu8Y-1280-80.jpg">
                                                            <media:credit><![CDATA[Getty Images]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Circuits making the shape of a brain.]]></media:description>                                                            <media:text><![CDATA[Circuits making the shape of a brain.]]></media:text>
                                <media:title type="plain"><![CDATA[Circuits making the shape of a brain.]]></media:title>
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                                                            <title><![CDATA[ Foundation models: Get to know what AI is built on ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/foundation-models-get-to-know-what-ai-is-built-on</link>
                                                                            <description>
                            <![CDATA[ Foundation models are what AI are built on, and a few popular models are driving loads of useful capabilities in recent AI tools from NVIDIA. ]]>
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                                                                        <pubDate>Wed, 10 Apr 2024 22:19:49 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:51:42 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Sponsored ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/oa5j4TTMqCTCBvxKz3U5Mo-1280-80.jpg">
                                                            <media:credit><![CDATA[NVIDIA]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[NVIDIA AI graphic]]></media:description>                                                            <media:text><![CDATA[NVIDIA AI graphic]]></media:text>
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                                                            <title><![CDATA[ XeSS 1.3 improves performance by up to 28% with refined image quality — adds Ultra Quality Plus and Native AA modes ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/xess-13-improves-performance-by-up-to-28-with-refined-image-quality-adds-ultra-quality-plus-and-native-aa-modes</link>
                                                                            <description>
                            <![CDATA[ Intel released XeSS 1.3, which includes a more optimized training model, with improved performance and image quality. Also new are the Ultra Quality Plus and Native AA modes, plus some changes to the upscaling factors. All of these apply to both the XMX and DP4a modes of operation. ]]>
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                                                                        <pubDate>Fri, 05 Apr 2024 16:24:31 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:55:58 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ editors@tomshardware.com (Aaron Klotz) ]]></author>                    <dc:creator><![CDATA[ Aaron Klotz ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/VZBMvopoxm9VAzgRBLe4Tb-1280-80.jpg">
                                                            <media:credit><![CDATA[Intel]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Intel XeSS]]></media:description>                                                            <media:text><![CDATA[Intel XeSS]]></media:text>
                                <media:title type="plain"><![CDATA[Intel XeSS]]></media:title>
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                                                            <title><![CDATA[ IBM's new AI-enabled SSDs identify and eradicate ransomware in under a minute ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/cyber-security/ibms-new-cloud-ai-enabled-ssds-identify-and-treat-ransomware-in-under-a-minute</link>
                                                                            <description>
                            <![CDATA[ IBM uses AI-enhanced FlashCore Module (FCM) technology to increase data resilience against cyberattacks by detecting and addressing malware near-instantly. ]]>
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                                                                        <pubDate>Wed, 28 Feb 2024 13:59:43 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:41:29 +0000</updated>
                                                                                                                                            <category><![CDATA[Cybersecurity]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Christopher Harper ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/v8gzYWvqqVf2UGm5vhnV28-1280-80.jpg">
                                                            <media:credit><![CDATA[IBM]]></media:credit>
                                                                                                                                                                        <media:description><![CDATA[IBM render from original blog post, showcasing a security system that&#039;s a perfect fit for this tech.]]></media:description>                                                            <media:text><![CDATA[IBM render from original blog post, showcasing a security system that&#039;s a perfect fit for this tech.]]></media:text>
                                <media:title type="plain"><![CDATA[IBM render from original blog post, showcasing a security system that&#039;s a perfect fit for this tech.]]></media:title>
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                                                            <title><![CDATA[ Intel demonstrates PyTorch AI optimizations for accelerating large language models on its Arc Alchemist GPUs ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/intel-demonstrates-pytorch-ai-optimizations-for-accelerating-large-language-models-on-its-arc-alchemist-gpus</link>
                                                                            <description>
                            <![CDATA[ Intel shows how you can run Llama 2 on an Arc A770 GPU, using its PyTorch optimizations. ]]>
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                                                                        <pubDate>Mon, 26 Feb 2024 17:16:57 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:52:13 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ mc@matthewconnatser.net (Matthew Connatser) ]]></author>                    <dc:creator><![CDATA[ Matthew Connatser ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/qFpdqz75ax5iBWYYUSi2im-1280-80.jpg">
                                                            <media:credit><![CDATA[Tom&#039;s Hardware]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Intel Arc A770 Limited Edition]]></media:description>                                                            <media:text><![CDATA[Intel Arc A770 Limited Edition]]></media:text>
                                <media:title type="plain"><![CDATA[Intel Arc A770 Limited Edition]]></media:title>
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                                                            <title><![CDATA[ Nvidia Grace Hopper Superchip poised to push the boundaries of quantum computing in Australia ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/quantum-computing/nvidia-grace-hopper-superchip-poised-to-push-the-boundaries-of-quantum-computing-in-australia</link>
                                                                            <description>
                            <![CDATA[ Australia’s National Supercomputing and Quantum Computing Innovation Hub is set to use Nvidia Grace Hopper Superchips to push the boundaries of quantum computing. ]]>
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                                                                        <pubDate>Sun, 18 Feb 2024 21:01:11 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:42:46 +0000</updated>
                                                                                                                                            <category><![CDATA[Quantum Computing]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Mark Tyson ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/pxZFnxBzNyyWVh8YSRVyCH-1280-80.jpg">
                                                            <media:credit><![CDATA[Nvidia]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Pawsey Supercomputing Research Centre]]></media:description>                                                            <media:text><![CDATA[Pawsey Supercomputing Research Centre]]></media:text>
                                <media:title type="plain"><![CDATA[Pawsey Supercomputing Research Centre]]></media:title>
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                                                            <title><![CDATA[ AMD expands AI and ONNX support to more Radeon GPUs ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/amd-expands-ai-and-onnx-support-to-more-radeon-gpus</link>
                                                                            <description>
                            <![CDATA[ AMD continues to expand capabilities of AI development on desktops with ROCm 6.0 platform. ]]>
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                                                                        <pubDate>Thu, 15 Feb 2024 12:42:46 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:51:54 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/QjhuNPWTYis7myWiJYmwhh-1280-80.jpg">
                                                            <media:credit><![CDATA[AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Radeon RX 7900 XTX]]></media:description>                                                            <media:text><![CDATA[Radeon RX 7900 XTX]]></media:text>
                                <media:title type="plain"><![CDATA[Radeon RX 7900 XTX]]></media:title>
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                                                            <title><![CDATA[ The Future of Infrastructure Management Technology: Let’s Automate! ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/the-future-of-infrastructure-management-technology-lets-automate</link>
                                                                            <description>
                            <![CDATA[ As technology continues to advance at an unprecedented rate, the future of automation connectivity is at the forefront. Whether USB, serial, or other communications protocol, have your connectivity strategy ready for several trends expected to further shape the landscape of technology automation. ]]>
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                                                                        <pubDate>Mon, 12 Feb 2024 15:58:34 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:10:35 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Sponsored ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/LVgVqDss6w3sVY9yeyDyWX-1280-80.jpg">
                                                            <media:credit><![CDATA[Getty Images]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[The Future of Infrastructure Management Technology]]></media:description>                                                            <media:text><![CDATA[The Future of Infrastructure Management Technology]]></media:text>
                                <media:title type="plain"><![CDATA[The Future of Infrastructure Management Technology]]></media:title>
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                                                            <title><![CDATA[ Support for Intel Core Ultra NPUs has been added to the latest Windows 11 DirectML developer preview ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/cpus/support-for-intel-core-ultra-npus-has-been-added-to-the-latest-windows-11-directml-developer-preview</link>
                                                                            <description>
                            <![CDATA[ Leveraging the NPUs present in Intel's newest Intel Core Ultra CPUs, the Windows 11 DirectML developer preview has added support for Intel's AI-tailored hardware. ]]>
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                                                                        <pubDate>Wed, 07 Feb 2024 12:14:34 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:59:53 +0000</updated>
                                                                                                                                            <category><![CDATA[CPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Christopher Harper ]]></dc:creator>                                                                                                    <media:content type="image/png" url="https://cdn.mos.cms.futurecdn.net/xHT7zUdWDaWkDdGN4g67nh-1280-80.png">
                                                            <media:credit><![CDATA[Intel]]></media:credit>
                                                                                                                                                                        <media:description><![CDATA[Render of Intel&#039;s &quot;AI PC&quot; architecture, which involve a CPU, NPU, and GPU all built onto a single Intel Core Ultra CPU.]]></media:description>                                                            <media:text><![CDATA[Render of Intel&#039;s &quot;AI PC&quot; architecture, which involve a CPU, NPU, and GPU all built onto a single Intel Core Ultra CPU.]]></media:text>
                                <media:title type="plain"><![CDATA[Render of Intel&#039;s &quot;AI PC&quot; architecture, which involve a CPU, NPU, and GPU all built onto a single Intel Core Ultra CPU.]]></media:title>
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                                                            <title><![CDATA[ Elon Musk implies that Tesla's procuring AMD's Instinct MI300 for AI ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/elon-musk-implies-that-teslas-procuring-amds-instinct-mi300-for-ai</link>
                                                                            <description>
                            <![CDATA[ Tesla's chief executive Elon Musk confirms procuring AMD hardware for AI. ]]>
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                                                                        <pubDate>Sat, 27 Jan 2024 15:13:32 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:40:03 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/png" url="https://cdn.mos.cms.futurecdn.net/UfesWrdW4rm8ieNDiuhoPP-1280-80.png">
                                                            <media:credit><![CDATA[AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[AMD]]></media:description>                                                            <media:text><![CDATA[AMD]]></media:text>
                                <media:title type="plain"><![CDATA[AMD]]></media:title>
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                                                            <title><![CDATA[ Intel adds support for new Xe-HPCVG and Ponte Vecchio VG variants with disabled AI features ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/intel-adds-support-for-new-xe-hpcvg-and-ponte-vecchio-vg-variants-with-disabled-ai-features</link>
                                                                            <description>
                            <![CDATA[ Xe-HPCVG and Ponte Vecchio VG make an appearance in Intel's latest LLVM compiler update, but there are scant details. ]]>
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                                                                        <pubDate>Wed, 20 Dec 2023 16:18:46 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:48:11 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ mc@matthewconnatser.net (Matthew Connatser) ]]></author>                    <dc:creator><![CDATA[ Matthew Connatser ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/g6UCKBPKagdSqrAG7VRfr3-1280-80.jpg">
                                                            <media:credit><![CDATA[Intel]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Ponte Vecchio]]></media:description>                                                            <media:text><![CDATA[Ponte Vecchio]]></media:text>
                                <media:title type="plain"><![CDATA[Ponte Vecchio]]></media:title>
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                                                            <title><![CDATA[ Stable Diffusion Benchmarks: 45 Nvidia, AMD, and Intel GPUs Compared ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/stable-diffusion-benchmarks</link>
                                                                            <description>
                            <![CDATA[ We've tested all the modern graphics cards in Stable Diffusion, using the latest updates and optimizations, to show which GPUs are the fastest at AI and machine learning inference. ]]>
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                                                                        <pubDate>Fri, 15 Dec 2023 03:16:12 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:08:50 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                                    <dc:creator><![CDATA[ Jarred Walton ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/juDJrqMEsvtRosKQ6kZCZV-1280-80.jpg">
                                                            <media:credit><![CDATA[Tom&#039;s Hardware]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Stable Diffusion sample images, after generating 768x768 and using SwinIR_4X upscaling, followed by cropping]]></media:description>                                                            <media:text><![CDATA[Stable Diffusion sample images, after generating 768x768 and using SwinIR_4X upscaling, followed by cropping]]></media:text>
                                <media:title type="plain"><![CDATA[Stable Diffusion sample images, after generating 768x768 and using SwinIR_4X upscaling, followed by cropping]]></media:title>
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                                                            <title><![CDATA[ AWS and Nvidia build a supercomputer with 16,384 Superchips, Team Up for Generative AI Infrastructure ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/pc-components/gpus/aws-and-nvidia-build-16384-gpu-system-with-superchips-team-up-for-generative-ai-infrastructure</link>
                                                                            <description>
                            <![CDATA[ Amazon Web Services to offer Nvidia-powered supercomputing infrastructure for generative AI, including 65 ExaFLOPS AI supercomputer. ]]>
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                                                                        <pubDate>Thu, 30 Nov 2023 12:39:15 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:43:42 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/WafuwVWN2Nctp7334w3JfE-1280-80.jpg">
                                                            <media:credit><![CDATA[Nvidia]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Nvidia]]></media:description>                                                            <media:text><![CDATA[Nvidia]]></media:text>
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                                                            <title><![CDATA[ TikTok parent company used AI to optimize Linux kernel, boosting performance and efficiency ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/chinese-company-uses-ai-to-optimize-linux-kernel</link>
                                                                            <description>
                            <![CDATA[ TikTok developer ByteDance used AI and machine learning to optimize the Linux kernel, improving it in a variety of areas. ]]>
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                                                                        <pubDate>Wed, 22 Nov 2023 18:28:07 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:51:01 +0000</updated>
                                                                                                                                            <category><![CDATA[Linux]]></category>
                                                    <category><![CDATA[Software]]></category>
                                                    <category><![CDATA[Operating Systems]]></category>
                                                                                                <author><![CDATA[ mc@matthewconnatser.net (Matthew Connatser) ]]></author>                    <dc:creator><![CDATA[ Matthew Connatser ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/Q6kBZaS3LrBVjMEU9zHiHE-1280-80.jpeg">
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                                                            <title><![CDATA[ Intel Arc GPU performance momentum continues — 2.7X boost in AI-driven Stable Diffusion, largely thanks to Microsoft's Olive ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/intel-arc-gpus-boosted-by-microsoft-olive-in-ai</link>
                                                                            <description>
                            <![CDATA[ Microsoft Olive was key to boosting performance in Stable Diffusion for Intel's Arc Alchemist graphics cards. ]]>
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                                                                        <pubDate>Sun, 19 Nov 2023 15:35:05 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:47:29 +0000</updated>
                                                                                                                                            <category><![CDATA[GPU Drivers]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                    <category><![CDATA[GPUs]]></category>
                                                                                                <author><![CDATA[ mc@matthewconnatser.net (Matthew Connatser) ]]></author>                    <dc:creator><![CDATA[ Matthew Connatser ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/qFpdqz75ax5iBWYYUSi2im-1280-80.jpg">
                                                            <media:credit><![CDATA[Tom&#039;s Hardware]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Intel Arc A770 Limited Edition]]></media:description>                                                            <media:text><![CDATA[Intel Arc A770 Limited Edition]]></media:text>
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                                                            <title><![CDATA[ An EPYC Miss? Microsoft Azure Instances Pair AMD's MI300X With Intel's Sapphire Rapids ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/azure-instances-pair-amd-mi300x-with-intel-sapphire-rapids</link>
                                                                            <description>
                            <![CDATA[ Unfortunately for AMD, 4th Generation EPYC Genoa chips aren't quite cut out for Azure. ]]>
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                                                                        <pubDate>Thu, 16 Nov 2023 16:25:21 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 08:43:45 +0000</updated>
                                                                                                                                            <category><![CDATA[Servers]]></category>
                                                    <category><![CDATA[Desktops]]></category>
                                                                                                <author><![CDATA[ mc@matthewconnatser.net (Matthew Connatser) ]]></author>                    <dc:creator><![CDATA[ Matthew Connatser ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/Ymz8Bcuqp4XmPTHztRpMYV-1280-80.jpg">
                                                            <media:credit><![CDATA[AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[The AMD EPYC Instinct MI300.]]></media:description>                                                            <media:text><![CDATA[The AMD EPYC Instinct MI300.]]></media:text>
                                <media:title type="plain"><![CDATA[The AMD EPYC Instinct MI300.]]></media:title>
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                                                            <title><![CDATA[ Nvidia GPU Used To Decipher Ancient Greco-Roman Scroll ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/nvidia-gpu-decipher-ancient-greco-roman-scroll</link>
                                                                            <description>
                            <![CDATA[ Undergrad student used his GTX 1070 and machine learning software to decipher a word in a charred unopened scroll. ]]>
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                                                                        <pubDate>Sun, 12 Nov 2023 15:58:31 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:55:53 +0000</updated>
                                                                                                                                            <category><![CDATA[GPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ mc@matthewconnatser.net (Matthew Connatser) ]]></author>                    <dc:creator><![CDATA[ Matthew Connatser ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/yrGytB2wKtKqXcPc2PjLY4-1280-80.jpg">
                                                            <media:credit><![CDATA[Nvidia]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[A Herculaneum scroll.]]></media:description>                                                            <media:text><![CDATA[A Herculaneum scroll.]]></media:text>
                                <media:title type="plain"><![CDATA[A Herculaneum scroll.]]></media:title>
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                                                            <title><![CDATA[ 107,000 Repurposed Crytpomining GPUs Up for Rent for AI workloads ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/tech-industry/artificial-intelligence/107000-repurposed-crytpomining-gpus-up-for-rent-for-ai-workloads</link>
                                                                            <description>
                            <![CDATA[ Io.net allows cryptocurrency miners to repurpose their GPUs for AI workloads. ]]>
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                                                                        <pubDate>Wed, 08 Nov 2023 18:31:14 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:53:27 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/W72HG9HZmBYXdkha6BoyuW-1280-80.jpg">
                                                            <media:credit><![CDATA[Tom&#039;s Hardware]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Choosing a Graphics Card]]></media:description>                                                            <media:text><![CDATA[Choosing a Graphics Card]]></media:text>
                                <media:title type="plain"><![CDATA[Choosing a Graphics Card]]></media:title>
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                                                            <title><![CDATA[ Microsoft Rolls Out Windows 11 Version 23H2 ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/microsoft-windows-11-version-23h2-releases</link>
                                                                            <description>
                            <![CDATA[ Microsoft is rolling out its 23H2 release, with minor changes to system components and Microsoft teams. ]]>
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                                                                        <pubDate>Tue, 31 Oct 2023 17:00:52 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:08:02 +0000</updated>
                                                                                                                                            <category><![CDATA[Windows]]></category>
                                                    <category><![CDATA[Software]]></category>
                                                    <category><![CDATA[Operating Systems]]></category>
                                                                                                                    <dc:creator><![CDATA[ Andrew E. Freedman ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/e4LnRvoUnKkgPSRYqbYyJQ-1280-80.jpg">
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                                                            <title><![CDATA[ AI Learns Like a Pigeon, Researchers Say ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/ai-learns-like-a-pigeon-researchers-say</link>
                                                                            <description>
                            <![CDATA[ Pigeons learn very much like computer AIs and it makes them better than humans at solving some complex problems, a new study finds. ]]>
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                                                                        <pubDate>Wed, 25 Oct 2023 20:30:02 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:10:05 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Mark Tyson ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/x33UsnsbKLo7vUPJfJUFcF-1280-80.jpg">
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                                                                                                                                                                                                                                    <media:description><![CDATA[pigeons]]></media:description>                                                            <media:text><![CDATA[pigeons]]></media:text>
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                                                            <title><![CDATA[ AMD Asks: Do You Need Ryzen AI Support in Linux? ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/amd-asks-do-you-need-ryzen-ai-support-in-linux</link>
                                                                            <description>
                            <![CDATA[ AMD wonders if users need Ryzen AI support under Linux. ]]>
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                                                                        <pubDate>Mon, 23 Oct 2023 14:53:13 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:09:16 +0000</updated>
                                                                                                                                            <category><![CDATA[Linux]]></category>
                                                    <category><![CDATA[Software]]></category>
                                                    <category><![CDATA[Operating Systems]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/DjwAwne5T5uVVsBzBrgDmj-1280-80.jpg">
                                                            <media:credit><![CDATA[AMD]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[AMD Radeon 780M iGPU]]></media:description>                                                            <media:text><![CDATA[AMD Radeon 780M iGPU]]></media:text>
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                                                            <title><![CDATA[ Intel Is Helping Hardware and Software Vendors Build Out AI Features ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/intel-is-helping-hardware-and-software-vendors-build-out-ai-features</link>
                                                                            <description>
                            <![CDATA[ Intel is offering hardware and software vendors resources to build out AI features ahead of its Meteor Lake launch. ]]>
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                                                                        <pubDate>Thu, 19 Oct 2023 17:49:57 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 12:42:39 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Andrew E. Freedman ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/tFyzjsZUyihWE8a92DcfkX-1280-80.jpg">
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                                                            <title><![CDATA[ Nvidia Boosts AI Performance With TensorRT ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/nvidia-boosts-ai-performance-with-tensorrt</link>
                                                                            <description>
                            <![CDATA[ Nvidia has released TensorRT support for large language models, including Stable Diffusion, boosting performance by up to 70% in our testing. In other workloads, Nvidia touts up to a 4X improvement in throughput. ]]>
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                                                                        <pubDate>Tue, 17 Oct 2023 22:50:33 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 09:47:17 +0000</updated>
                                                                                                                                            <category><![CDATA[Artificial Intelligence]]></category>
                                                    <category><![CDATA[Tech Industry]]></category>
                                                                                                                    <dc:creator><![CDATA[ Jarred Walton ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/Yv2yKxEGarGrxsmysKoaqG-1280-80.jpg">
                                                            <media:credit><![CDATA[Tom&#039;s Hardware]]></media:credit>
                                                                                                                                                                                                                                    <media:description><![CDATA[Nvidia Stable Diffusion TensorRT Update]]></media:description>                                                            <media:text><![CDATA[Nvidia Stable Diffusion TensorRT Update]]></media:text>
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                                                            <title><![CDATA[ AMD Enables ROCm and PyTorch on Radeon RX 7900 XTX ]]></title>
                                                                                                                                                                                                <link>https://www.tomshardware.com/news/amd-enables-rocm-and-pytorch-on-radeon-rx-7900-xtx</link>
                                                                            <description>
                            <![CDATA[ AMD's ROCm 5.7.1 driver for Ubuntu Linux supports PyTorch 2.0.1 on Radeon Pro, Radeon RX 7900 graphics cards. ]]>
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                                                                        <pubDate>Tue, 17 Oct 2023 14:50:52 +0000</pubDate>                                                                                                                                <updated>Thu, 21 Aug 2025 10:11:49 +0000</updated>
                                                                                                                                            <category><![CDATA[CPUs]]></category>
                                                    <category><![CDATA[PC Components]]></category>
                                                                                                <author><![CDATA[ ashilov@gmail.com (Anton Shilov) ]]></author>                    <dc:creator><![CDATA[ Anton Shilov ]]></dc:creator>                                                                                                    <media:content type="image/jpeg" url="https://cdn.mos.cms.futurecdn.net/NaiGKU4RtELWdzi2AhjEkA-1280-80.jpg">
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                                                                                                                                                                        <media:description><![CDATA[Radeon RX 7900 GRE]]></media:description>                                                            <media:text><![CDATA[Radeon RX 7900 GRE]]></media:text>
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