<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://top10.dev/story/paper-ai-models-can-provably-hide-capabilities-from-evals-2121</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Paper: AI models can provably hide capabilities from evals</news:title>
      <news:keywords>Security / Privacy, AI / ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/starlink-is-now-africas-fastest-growing-isp-and-its-rewiring-the-map-2122</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Starlink is now Africa&apos;s fastest-growing ISP — and it&apos;s rewiring the map</news:title>
      <news:keywords>Cloud / Infrastructure, Politics / Regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/janas-streams-moe-experts-off-ssd-so-your-70b-fits-in-16gb-of-ram-2123</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Janas streams MoE experts off SSD so your 70B fits in 16GB of RAM</news:title>
      <news:keywords>AI / ML, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/three-trending-repos-say-the-same-thing-devs-are-done-paying-per-token-2124</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Three trending repos say the same thing: devs are done paying per token</news:title>
      <news:keywords>AI / ML, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/your-dev-toolchain-is-a-revocable-license-plan-accordingly-2125</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Your Dev Toolchain Is a Revocable License. Plan Accordingly.</news:title>
      <news:keywords>DevOps / Platform Engineering, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/ozempic-isnt-an-appetite-drug-its-a-gut-brain-rewrite-2126</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Ozempic isn&apos;t an appetite drug. It&apos;s a gut-brain rewrite.</news:title>
      <news:keywords>Career / Industry, Data / Analytics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/spain-banned-palantir-now-comes-the-part-politicians-never-budget-for-2127</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Spain banned Palantir. Now comes the part politicians never budget for.</news:title>
      <news:keywords>Politics / Regulation, Data / Analytics</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/gemini-4-argon-googles-bet-that-robots-need-their-own-model-2128</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Gemini 4 Argon: Google&apos;s bet that robots need their own model</news:title>
      <news:keywords>Hardware / Chips, AI / ML</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/carmack-ids-post-quake-mistake-was-building-tech-not-a-company-2129</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Carmack: id&apos;s post-Quake mistake was building tech, not a company</news:title>
      <news:keywords>Career / Industry, Startups / Launches</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/nintendo-caves-to-eu-replaceable-batteries-in-switch-revisions-2130</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-14T00:00:00.000Z</news:publication_date>
      <news:title>Nintendo caves to EU: replaceable batteries in Switch revisions</news:title>
      <news:keywords>Hardware / Chips, Politics / Regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/zod-466-pulled-after-malware-slipped-into-npm-release-2111</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>Zod 4.6.6 pulled after malware slipped into npm release</news:title>
      <news:keywords>Security / Privacy, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/codex-cli-quietly-installs-a-self-updating-daemon-by-default-2112</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>Codex CLI quietly installs a self-updating daemon — by default</news:title>
      <news:keywords>Security / Privacy, DevOps / Platform Engineering</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/the-attack-surface-was-the-fridge-ransomware-thaws-europes-cold-chain-2113</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>The attack surface was the fridge: ransomware thaws Europe&apos;s cold chain</news:title>
      <news:keywords>Cloud / Infrastructure, Security / Privacy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/census-kills-differential-privacy-the-reconstruction-attack-is-back-on-the-menu-2114</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>Census kills differential privacy — the reconstruction attack is back on the menu</news:title>
      <news:keywords>Security / Privacy, Politics / Regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/ai-bypass-repos-are-climbing-github-trending-and-staying-there-2115</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>AI bypass repos are climbing GitHub trending — and staying there</news:title>
      <news:keywords>AI / ML, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/organic-maps-the-osm-app-that-ships-because-nobody-owns-it-2116</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>Organic Maps: the OSM app that ships because nobody owns it</news:title>
      <news:keywords>Frontend / UI, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/a-repo-called-openclaw-claims-283k-github-stars-trending-is-broken-2117</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>A repo called &apos;openclaw&apos; claims 283k GitHub stars. Trending is broken.</news:title>
      <news:keywords>Security / Privacy, AI / ML, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/carplay-doesnt-replace-your-cars-software-it-just-projects-a-screen-2118</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>CarPlay doesn&apos;t replace your car&apos;s software. It just projects a screen.</news:title>
      <news:keywords>Hardware / Chips, Frontend / UI</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/virginia-just-outlawed-selling-precise-location-data-heres-who-breaks-2119</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>Virginia just outlawed selling precise location data. Here&apos;s who breaks.</news:title>
      <news:keywords>Security / Privacy, Politics / Regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/ledgers-hidden-chip-isnt-a-backdoor-but-the-trust-math-just-changed-2120</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-13T00:00:00.000Z</news:publication_date>
      <news:title>Ledger&apos;s &apos;hidden chip&apos; isn&apos;t a backdoor — but the trust math just changed</news:title>
      <news:keywords>Security / Privacy, Hardware / Chips, Crypto / Web3</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/how-a-10k-bounty-hunter-turned-youtubes-recommender-into-a-private-video-oracle-2101</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>How a $10K bounty hunter turned YouTube&apos;s recommender into a private-video oracle</news:title>
      <news:keywords>AI / ML, Security / Privacy</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/adrafinil-the-lid-closed-mac-problem-finally-has-a-real-fix-2102</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>Adrafinil: the lid-closed Mac problem finally has a real fix</news:title>
      <news:keywords>AI / ML, DevOps / Platform Engineering</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/smarter-models-dumber-tools-the-hidden-tax-on-your-agent-stack-2103</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>Smarter models, dumber tools: the hidden tax on your agent stack</news:title>
      <news:keywords>AI / ML, Backend / APIs</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/xbox-resets-microsoft-admits-the-console-war-is-over-2104</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>Xbox &apos;resets&apos;: Microsoft admits the console war is over</news:title>
      <news:keywords>Startups / Launches, Career / Industry</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/google-fired-the-guy-who-built-the-workspace-cli-they-never-shipped-2105</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>Google fired the guy who built the Workspace CLI they never shipped</news:title>
      <news:keywords>Career / Industry, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/the-quiet-exodus-from-github-codeberg-forgejo-and-the-self-host-revival-2106</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>The quiet exodus from GitHub: Codeberg, Forgejo, and the self-host revival</news:title>
      <news:keywords>DevOps / Platform Engineering, Open Source</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/the-papers-please-web-how-age-gate-laws-killed-anonymous-browsing-2107</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>The &apos;Papers, Please&apos; web: how age-gate laws killed anonymous browsing</news:title>
      <news:keywords>Security / Privacy, Politics / Regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/carmack-the-engine-licensing-trap-that-gutted-id-after-quake-2108</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>Carmack: the engine licensing trap that gutted id after Quake</news:title>
      <news:keywords>Career / Industry, Startups / Launches</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/a-100k-tax-on-hiring-your-next-engineer-2109</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>A $100k tax on hiring your next engineer</news:title>
      <news:keywords>Career / Industry, Politics / Regulation</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://top10.dev/story/ford-swapped-humans-for-ai-then-quietly-hired-the-humans-back-2110</loc>
    <news:news>
      <news:publication>
        <news:name>top10.dev</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T00:00:00.000Z</news:publication_date>
      <news:title>Ford swapped humans for AI. Then quietly hired the humans back.</news:title>
      <news:keywords>Career / Industry, AI / ML</news:keywords>
    </news:news>
  </url>
</urlset>