Policymakers Overlook How Open Source AI Is Reshaping Global Power - Tech Policy Press
<a href="https://news.google.com/rss/articles/CBMilgFBVV95cUxNek9YYlFQUlBaOEVHOUxyR1hGRUZEakhKUk82LTFNNkRsTmdUbGlGM0xrbWw0aV9hVGZRZ2UwZjBfejhsd0twTDBpaFN6VkgteUZJcThPaHN6bHNVaHg2ZGtuTGFBbjEzLVNpRzFQdmJFWFM3eHd5OGNYdXp2ajFtUnItOThyZkxkOW1WN2t6XzZsd1lFSXc?oc=5" target="_blank">Policymakers Overlook How Open Source AI Is Reshaping Global Power</a> <font color="#6f6f6f">Tech Policy Press</font>
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The Australian Government has signed a memorandum of understanding (MOU) with global AI innovator Anthropic - Department of Industry Science and Resources
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How Ring scales global customer support with Amazon Bedrock Knowledge Bases | Artificial Intelligence - aws.amazon.com
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OpenAI Just Shipped a Plugin So Codex Runs Inside Claude Code
<h2> The real story isn't the three commands. It's the admission hiding inside the architecture. </h2> <p>I keep coming back to what OpenAI shipped on March 30 and 31. They put out <code>codex-plugin-cc</code>, open source under Apache 2.0, so Codex can run inside Claude Code. That caught me off guard a little. I could be wrong, but I can't remember another OpenAI move this direct into a rival dev surface.</p> <p>On paper it's a tiny surface area. Actually, wait, that's not quite right. It's narrow, not small. <code>/codex:review</code> does the read-only pass. <code>/codex:adversarial-review</code> is the skeptical one that goes after tradeoffs and failure modes. <code>/codex:rescue</code> hands the work to a Codex subagent, and the repo also ships <code>/codex:status</code>, <code>/codex
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Shaping an adaptive approach to address the ambiguity of fairness in AI: Theory, framework, and illustrations - Cambridge University Press & Assessment
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Uganda, UN Health Industry Foundation Launch AI Partnership to Boost Youth Skills, Smart Agriculture - nilepost.co.ug
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Amazon Q Developer Accelerates AWS DMS Conversions - Let's Data Science
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File Descriptors: The Numbers Behind Everything
<h1> File Descriptors: The Numbers Behind Everything </h1> <h2> The Integers That Run Your System </h2> <p><em>Reading time: ~13 minutes</em></p> <p>You called <code>open("config.toml")</code> and got back the number <code>3</code>.</p> <p>Not a file handle. Not a stream object. Not a path. A small integer. The language runtime probably wrapped it in something friendlier — a <code>File</code> object, a <code>BufferedReader</code>, an <code>io.TextIOWrapper</code> — but that wrapping happens after the kernel gave you a number. The number is the real thing.</p> <p>That number is a <strong>file descriptor</strong>, and it's the single abstraction that holds together files, sockets, pipes, terminals, timers, signals, and <code>/dev/null</code>. They are all just integers pointing into a kernel
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