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2026-07-06
日期、来源、摘要、可信度和合规说明均来自通过完整审核门禁与哈希校验的每日公开快照；周报发布后由同期完整发布包接管。
RSS 公开元数据：Government of Alberta uses Claude to find and fix cybersecurity vulnerabilities across government systems。Since 2025, the Government of Alberta has been using Claude Code with both Opus and Sonnet models to review its systems, find vulnerabilities, and fix them. A team inside Alberta’s Ministry of Technology and Innovation scanned 466 million lines of code in 20 hours, remediated security gaps across its systems, and built new tools to make those systems safer. We’re sharing details of their experience as an example of how government agencies can use Claude and Claude Code to secure their systems at a large scale. This is a critical challenge, as governments rely on these systems ... 来源：RSSHub。RSSHub public RSS metadata only; no full article body stored. Trafilatura public URL extraction; stored short extract only, no full article body, cookies, or headers.
打开公开来源RSS 公开元数据：PRX Part 4: Our Data Strategy。Welcome back! This is Part 4 of the PRX series. Parts 1 to 3 covered model architectures, training design, and a 24-hour speedrun. This time we're pulling back the curtain on the part that quietly underpins all of it: the data. Of all the things that shaped PRX's quality, the data pipeline was one of the least glamorous parts to build but nevertheless an important piece to get right. Here's what we did, what we'd do differently, and a few things we only learned the slow way. In one sentence: we assemble training data from a mix of public and internal datasets, re-caption the images with a VLM, and turn the result into the streamable corpus we trained ... 来源：RSSHub。RSSHub public RSS metadata only; no full article body stored. Trafilatura public URL extraction; stored short extract only, no full article body, cookies, or headers.
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