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  <url>
    <loc>https://traictory.com/news/2026-11-06-claude-handwritten-weights-citenet</loc>
    <lastmod>2026-11-06T12:00:00+00:00</lastmod>
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      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-11-06T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Claude hand-wrote the weights of a 397,250-parameter citation checker. The 97.8% is not in the repo]]></news:title>
      <news:keywords><![CDATA[claude, weight-space, lephantomcite, legal-ai, coreml]]></news:keywords>
    </news:news>
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      <image:loc>https://traictory.com/api/news/images/2026-11-06-claude-handwritten-weights-citenet/cover-lg.webp</image:loc>
      <image:title><![CDATA[Claude hand-wrote the weights of a 397,250-parameter citation checker. The 97.8% is not in the repo]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-06-deepseek-openrouter-token-share</loc>
    <lastmod>2026-11-06T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[DeepSeek's 53% of OpenRouter tokens is a chart, not a market]]></news:title>
      <news:keywords><![CDATA[deepseek, openrouter, open-weights, token-share]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-06-deepseek-openrouter-token-share/cover-lg.webp</image:loc>
      <image:title><![CDATA[DeepSeek's 53% of OpenRouter tokens is a chart, not a market]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-06-gemma-4-pruned-85-percent</loc>
    <lastmod>2026-11-06T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Gemma 4 at 3.81B: the 85% that was removed was the routing]]></news:title>
      <news:keywords><![CDATA[gemma, pruning, mixture-of-experts, local-inference, quantization]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-06-gemma-4-pruned-85-percent/cover-lg.webp</image:loc>
      <image:title><![CDATA[Gemma 4 at 3.81B: the 85% that was removed was the routing]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-06-kimi-k31-pro-open-weights</loc>
    <lastmod>2026-11-06T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Kimi K3.1 Pro's weights are 1.56 TB and nobody has scored the download]]></news:title>
      <news:keywords><![CDATA[kimi-k3-1-pro, moonshot-ai, open-weights, mixture-of-experts]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-06-kimi-k31-pro-open-weights/cover-lg.webp</image:loc>
      <image:title><![CDATA[Kimi K3.1 Pro's weights are 1.56 TB and nobody has scored the download]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-06-openai-948-linux-exploits</loc>
    <lastmod>2026-11-06T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-06T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[OpenAI spent $1.2M on 948 Linux exploits. The patches are still a promise]]></news:title>
      <news:keywords><![CDATA[openai, linux-kernel, security, vulnerability-research, exploits]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-06-openai-948-linux-exploits/cover-lg.webp</image:loc>
      <image:title><![CDATA[OpenAI spent $1.2M on 948 Linux exploits. The patches are still a promise]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-05-google-schools-search-ai-optout</loc>
    <lastmod>2026-11-05T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-05T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Google bundled Search with Gemini, then called it school control]]></news:title>
      <news:keywords><![CDATA[google, education, gemini, policy, search]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-05-google-schools-search-ai-optout/cover-lg.webp</image:loc>
      <image:title><![CDATA[Google bundled Search with Gemini, then called it school control]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-05-qwen-38-27b-reads-weights</loc>
    <lastmod>2026-11-05T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-05T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Qwen 3.8 27B read a game's weights on a laptop. Three times out of four]]></news:title>
      <news:keywords><![CDATA[qwen, local-llm, research, interpretability, weights]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-05-qwen-38-27b-reads-weights/cover-lg.webp</image:loc>
      <image:title><![CDATA[Qwen 3.8 27B read a game's weights on a laptop. Three times out of four]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-05-revolut-glm-selfhosted-coding-costs</loc>
    <lastmod>2026-11-05T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-05T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Revolut's tenfold AI coding saving is an inference bill, not a verdict]]></news:title>
      <news:keywords><![CDATA[revolut, glm, z-ai, open-weights, self-hosting, coding-agents]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-05-revolut-glm-selfhosted-coding-costs/cover-lg.webp</image:loc>
      <image:title><![CDATA[Revolut's tenfold AI coding saving is an inference bill, not a verdict]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-05-rtx-5090-64gb-96gb-mod</loc>
    <lastmod>2026-11-05T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-05T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[A two-word X post just 'confirmed' a 96GB RTX 5090]]></news:title>
      <news:keywords><![CDATA[nvidia, rtx-5090, gpu-modding, vram, hardware]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-05-rtx-5090-64gb-96gb-mod/cover-lg.webp</image:loc>
      <image:title><![CDATA[A two-word X post just 'confirmed' a 96GB RTX 5090]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-05-xiaomi-humanoid-eight-hour-shift</loc>
    <lastmod>2026-11-05T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-05T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Xiaomi's robots ran eight hours. It won't say how well]]></news:title>
      <news:keywords><![CDATA[xiaomi, humanoid-robots, robotics, manufacturing]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-05-xiaomi-humanoid-eight-hour-shift/cover-lg.webp</image:loc>
      <image:title><![CDATA[Xiaomi's robots ran eight hours. It won't say how well]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-04-amazon-gpu-order-cancellations</loc>
    <lastmod>2026-11-04T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Two buyers say Amazon cancelled their GPU orders, and one lost his account]]></news:title>
      <news:keywords><![CDATA[amazon, nvidia, dgx-spark, gpu, hardware, retail]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-04-amazon-gpu-order-cancellations/cover-lg.webp</image:loc>
      <image:title><![CDATA[Two buyers say Amazon cancelled their GPU orders, and one lost his account]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-04-ista-1bit-763b-coder</loc>
    <lastmod>2026-11-04T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[The 1-bit 763B DeepSeek Coder still weighs 182.72 GB]]></news:title>
      <news:keywords><![CDATA[deepseek, quantization, moe, local-llm, model-compression]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-04-ista-1bit-763b-coder/cover-lg.webp</image:loc>
      <image:title><![CDATA[The 1-bit 763B DeepSeek Coder still weighs 182.72 GB]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-04-mit-weight-space-programming</loc>
    <lastmod>2026-11-04T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[MIT had GPT-6 Astra edit Qwen's weights by hand. The 6x math gain is a loop repair]]></news:title>
      <news:keywords><![CDATA[weight-space-programming, gpt-6-astra, interpretability, qwen, research]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-04-mit-weight-space-programming/cover-lg.webp</image:loc>
      <image:title><![CDATA[MIT had GPT-6 Astra edit Qwen's weights by hand. The 6x math gain is a loop repair]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-04-qwen-open-source-pledge</loc>
    <lastmod>2026-11-04T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Qwen's open-source pledge is a screenshot, not an announcement]]></news:title>
      <news:keywords><![CDATA[qwen, alibaba, open-weights, local-llm, licensing, reddit]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-04-qwen-open-source-pledge/cover-lg.webp</image:loc>
      <image:title><![CDATA[Qwen's open-source pledge is a screenshot, not an announcement]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-11-04-qwen4-code-commit-leak</loc>
    <lastmod>2026-11-04T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-11-04T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[A Qwen Code commit sizes qwen4 at 1M tokens. Its own pull request calls that a guess]]></news:title>
      <news:keywords><![CDATA[qwen, alibaba, qwen-code, context-window, developer-tools]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-11-04-qwen4-code-commit-leak/cover-lg.webp</image:loc>
      <image:title><![CDATA[A Qwen Code commit sizes qwen4 at 1M tokens. Its own pull request calls that a guess]]></image:title>
    </image:image>
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