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  <url>
    <loc>https://traictory.com/news/2026-10-12-4x-r9700-local-inference-startup-rig</loc>
    <lastmod>2026-10-12T12:00:00+00:00</lastmod>
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      <news:publication_date>2026-10-12T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Four R9700s and 128 GB of VRAM: one builder's numbers, unattested]]></news:title>
      <news:keywords><![CDATA[local-ai, amd, radeon-r9700, inference, hardware]]></news:keywords>
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      <image:title><![CDATA[Four R9700s and 128 GB of VRAM: one builder's numbers, unattested]]></image:title>
    </image:image>
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  <url>
    <loc>https://traictory.com/news/2026-10-12-digup-mac-local-file-search</loc>
    <lastmod>2026-10-12T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
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      <news:publication_date>2026-10-12T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[DigUp runs EmbeddingGemma 2 on your Mac to search files by content]]></news:title>
      <news:keywords><![CDATA[embeddinggemma, local-ai, macos, semantic-search, open-source]]></news:keywords>
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      <image:title><![CDATA[DigUp runs EmbeddingGemma 2 on your Mac to search files by content]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-12-qualcomm-100b-parameter-phones-2028</loc>
    <lastmod>2026-10-12T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
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      <news:publication_date>2026-10-12T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Qualcomm CEO says AI labs want 100B-parameter phones by 2028. He named none]]></news:title>
      <news:keywords><![CDATA[qualcomm, on-device-ai, smartphones, cristiano-amon, edge-inference]]></news:keywords>
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      <image:title><![CDATA[Qualcomm CEO says AI labs want 100B-parameter phones by 2028. He named none]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-12-terry-tao-math-2-0-cancer-thought-experiment</loc>
    <lastmod>2026-10-12T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
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      <news:publication_date>2026-10-12T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Terence Tao's 'Math 2.0' lecture: the cancer slide that outran the argument]]></news:title>
      <news:keywords><![CDATA[terence-tao, mathematics, ai-alignment, lean, verification]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-12-terry-tao-math-2-0-cancer-thought-experiment/cover-lg.webp</image:loc>
      <image:title><![CDATA[Terence Tao's 'Math 2.0' lecture: the cancer slide that outran the argument]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-12-world-without-work-essay-vs-labor-data</loc>
    <lastmod>2026-10-12T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-12T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[An r/singularity essay says to stop defending jobs. The layoff data is heading the other way.]]></news:title>
      <news:keywords><![CDATA[jobs, labor-market, ai-automation, layoffs, hiring]]></news:keywords>
    </news:news>
    <image:image>
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      <image:title><![CDATA[An r/singularity essay says to stop defending jobs. The layoff data is heading the other way.]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-11-ai-labs-day-after-catastrophe-scenarios</loc>
    <lastmod>2026-10-11T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-11T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[AI labs are war-gaming the day after a catastrophe. Nobody has published the playbook]]></news:title>
      <news:keywords><![CDATA[ai-safety, governance, axios, openai, anthropic, policy]]></news:keywords>
    </news:news>
    <image:image>
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      <image:title><![CDATA[AI labs are war-gaming the day after a catastrophe. Nobody has published the playbook]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-11-google-ml-drift-edge-gpu-engine</loc>
    <lastmod>2026-10-11T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-11T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Google open-sourced ML Drift, whose loudest number sits in the README rather than the blog]]></news:title>
      <news:keywords><![CDATA[google, ml-drift, litert, on-device, gpu, inference]]></news:keywords>
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    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-11-google-ml-drift-edge-gpu-engine/cover-lg.webp</image:loc>
      <image:title><![CDATA[Google open-sourced ML Drift, whose loudest number sits in the README rather than the blog]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-11-microsoft-decision-1-decision-model</loc>
    <lastmod>2026-10-11T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-11T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Microsoft-Decision-1: a 9B scorer that wins Microsoft's own scorecard]]></news:title>
      <news:keywords><![CDATA[microsoft, decision-models, routing, agents, latency]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-11-microsoft-decision-1-decision-model/cover-lg.webp</image:loc>
      <image:title><![CDATA[Microsoft-Decision-1: a 9B scorer that wins Microsoft's own scorecard]]></image:title>
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  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-11-qwen-image-2-1-turbo-8-steps</loc>
    <lastmod>2026-10-11T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-11T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Qwen-Image-2.1-Turbo: 8-step images, same non-commercial catch]]></news:title>
      <news:keywords><![CDATA[qwen, alibaba, image-generation, open-weights, diffusion]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-11-qwen-image-2-1-turbo-8-steps/cover-lg.webp</image:loc>
      <image:title><![CDATA[Qwen-Image-2.1-Turbo: 8-step images, same non-commercial catch]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-11-rtx-5090-discontinued-gb202-rtx-pro</loc>
    <lastmod>2026-10-11T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-11T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Nvidia is reportedly ending the RTX 5090, and local AI loses its 32 GB card]]></news:title>
      <news:keywords><![CDATA[nvidia, rtx-5090, gb202, rtx-pro, local-ai, rumor]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-11-rtx-5090-discontinued-gb202-rtx-pro/cover-lg.webp</image:loc>
      <image:title><![CDATA[Nvidia is reportedly ending the RTX 5090, and local AI loses its 32 GB card]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-10-anthropic-usage-policy-abuse-claude</loc>
    <lastmod>2026-10-10T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-10T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Anthropic Bans 'Abusive or Cruel' Behavior Toward Claude]]></news:title>
      <news:keywords><![CDATA[anthropic, policy, ai-safety, claude]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-10-anthropic-usage-policy-abuse-claude/cover-lg.webp</image:loc>
      <image:title><![CDATA[Anthropic Bans 'Abusive or Cruel' Behavior Toward Claude]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-10-claude-code-lg-webos-plx-native</loc>
    <lastmod>2026-10-10T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-10T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[One developer used Ghidra and Claude Code to reverse-engineer LG's TV stack for a native Plex client]]></news:title>
      <news:keywords><![CDATA[claude-code, reverse-engineering, open-source, webos, ghidra]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-10-claude-code-lg-webos-plx-native/cover-lg.webp</image:loc>
      <image:title><![CDATA[One developer used Ghidra and Claude Code to reverse-engineer LG's TV stack for a native Plex client]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-10-jetbrains-mellum21-coding-agents</loc>
    <lastmod>2026-10-10T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-10T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[JetBrains Mellum2.1: a new training recipe in an unchanged 12B model]]></news:title>
      <news:keywords><![CDATA[jetbrains, open-weights, coding-agents, moe]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-10-jetbrains-mellum21-coding-agents/cover-lg.webp</image:loc>
      <image:title><![CDATA[JetBrains Mellum2.1: a new training recipe in an unchanged 12B model]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-10-scale-ai-humanitys-sixth-sense-benchmark</loc>
    <lastmod>2026-10-10T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-10T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Scale AI's HSS benchmark finds models fail at seeing, not thinking]]></news:title>
      <news:keywords><![CDATA[benchmarks, multimodal, scale-ai, vision, evaluation]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-10-scale-ai-humanitys-sixth-sense-benchmark/cover-lg.webp</image:loc>
      <image:title><![CDATA[Scale AI's HSS benchmark finds models fail at seeing, not thinking]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-10-strata-github-history-rewrite</loc>
    <lastmod>2026-10-10T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-10T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Strata force-pushed 845 commits, erased 595 Claude trailers, and never said why]]></news:title>
      <news:keywords><![CDATA[open-source, supply-chain, local-llm, trust, git]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-10-strata-github-history-rewrite/cover-lg.webp</image:loc>
      <image:title><![CDATA[Strata force-pushed 845 commits, erased 595 Claude trailers, and never said why]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-09-claude-haiku-5-5-cheap-small-model</loc>
    <lastmod>2026-10-09T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-09T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Claude Haiku 5.5: the 90% price cut carries a 75% footnote]]></news:title>
      <news:keywords><![CDATA[anthropic, claude-haiku-5-5, small-models, pricing, benchmarks, tokenizer, api]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-09-claude-haiku-5-5-cheap-small-model/cover-lg.webp</image:loc>
      <image:title><![CDATA[Claude Haiku 5.5: the 90% price cut carries a 75% footnote]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-09-liquid-ai-d1-3b-open-decision-models</loc>
    <lastmod>2026-10-09T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-09T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[Liquid AI's open d1: real decision models, smaller than the tease]]></news:title>
      <news:keywords><![CDATA[liquid-ai, d1, decision-models, open-weights, edge-ai, classification, routing, calibration, nvidia-jetson, vision-language]]></news:keywords>
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    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-09-liquid-ai-d1-3b-open-decision-models/cover-lg.webp</image:loc>
      <image:title><![CDATA[Liquid AI's open d1: real decision models, smaller than the tease]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-09-llama-cpp-moe-gpu-cache</loc>
    <lastmod>2026-10-09T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-09T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[llama.cpp merges a GPU cache for MoE experts parked in host memory]]></news:title>
      <news:keywords><![CDATA[llama-cpp, moe, local-llm, inference, gpu-cache]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-09-llama-cpp-moe-gpu-cache/cover-lg.webp</image:loc>
      <image:title><![CDATA[llama.cpp merges a GPU cache for MoE experts parked in host memory]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-09-mathematicians-boycott-openai-proofs</loc>
    <lastmod>2026-10-09T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-09T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA["A demonstration of power": a boycott call over OpenAI's proof dump divides mathematics]]></news:title>
      <news:keywords><![CDATA[openai, mathematics, ahm, boycott, peer-review, ai-research]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-09-mathematicians-boycott-openai-proofs/cover-lg.webp</image:loc>
      <image:title><![CDATA["A demonstration of power": a boycott call over OpenAI's proof dump divides mathematics]]></image:title>
    </image:image>
  </url>
  <url>
    <loc>https://traictory.com/news/2026-10-09-south-korea-banks-ai-agent-attack</loc>
    <lastmod>2026-10-09T12:00:00+00:00</lastmod>
    <news:news>
      <news:publication>
        <news:name>Traictory</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-10-09T12:00:00+00:00</news:publication_date>
      <news:title><![CDATA[One operator, at least nine South Korean banks, and an open-source AI agent: what CrowdStrike actually found]]></news:title>
      <news:keywords><![CDATA[cybersecurity, ai-agents, crowdstrike, south-korea, claude]]></news:keywords>
    </news:news>
    <image:image>
      <image:loc>https://traictory.com/api/news/images/2026-10-09-south-korea-banks-ai-agent-attack/cover-lg.webp</image:loc>
      <image:title><![CDATA[One operator, at least nine South Korean banks, and an open-source AI agent: what CrowdStrike actually found]]></image:title>
    </image:image>
  </url>
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