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        <title>精读 on vllbc02&#39;s blogs</title>
        <link>https://blog.vllbc.top/categories/%E7%B2%BE%E8%AF%BB/</link>
        <description>Recent content in 精读 on vllbc02&#39;s blogs</description>
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            <title>Gated DeltaNet</title>
            <link>https://blog.vllbc.top/visual-reading/gated-deltanet/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/gated-deltanet/</guid>
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            <title>Zep</title>
            <link>https://blog.vllbc.top/visual-reading/zep-temporal-graph/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/zep-temporal-graph/</guid>
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            <title>GiGPO</title>
            <link>https://blog.vllbc.top/visual-reading/gigpo/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/gigpo/</guid>
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            <title>Geometric-Mean Policy Optimization</title>
            <link>https://blog.vllbc.top/visual-reading/geopo/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/geopo/</guid>
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            <title>Parallel-R1</title>
            <link>https://blog.vllbc.top/visual-reading/parallel-r1/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/parallel-r1/</guid>
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        </item><item>
            <title>Web Agents with World Models</title>
            <link>https://blog.vllbc.top/visual-reading/web-agents-world-models/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/web-agents-world-models/</guid>
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        </item><item>
            <title>H2R</title>
            <link>https://blog.vllbc.top/visual-reading/h2r/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/h2r/</guid>
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        </item><item>
            <title>CAPO</title>
            <link>https://blog.vllbc.top/visual-reading/capo/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/capo/</guid>
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        </item><item>
            <title>UloRL</title>
            <link>https://blog.vllbc.top/visual-reading/ulorl/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/ulorl/</guid>
            <description></description>
        </item><item>
            <title>RLVMR</title>
            <link>https://blog.vllbc.top/visual-reading/rlvmr/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/rlvmr/</guid>
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        </item><item>
            <title>Understanding Tool-Integrated Reasoning</title>
            <link>https://blog.vllbc.top/visual-reading/understanding-tool-integrated-reasoning/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/understanding-tool-integrated-reasoning/</guid>
            <description></description>
        </item><item>
            <title>Code-Integrated Reasoning</title>
            <link>https://blog.vllbc.top/visual-reading/code-integrated-reasoning/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/code-integrated-reasoning/</guid>
            <description></description>
        </item><item>
            <title>LAPO</title>
            <link>https://blog.vllbc.top/visual-reading/lapo/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/lapo/</guid>
            <description></description>
        </item><item>
            <title>Plan-and-Act</title>
            <link>https://blog.vllbc.top/visual-reading/plan-and-act/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/plan-and-act/</guid>
            <description></description>
        </item><item>
            <title>Routine</title>
            <link>https://blog.vllbc.top/visual-reading/routine/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/routine/</guid>
            <description></description>
        </item><item>
            <title>Train Long, Think Short</title>
            <link>https://blog.vllbc.top/visual-reading/train-long-think-short/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/train-long-think-short/</guid>
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        </item><item>
            <title>Beyond Ten Turns</title>
            <link>https://blog.vllbc.top/visual-reading/beyond-ten-turns/</link>
            <pubDate>Thu, 29 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/beyond-ten-turns/</guid>
            <description></description>
        </item><item>
            <title>Memory-R1</title>
            <link>https://blog.vllbc.top/visual-reading/memory-r1/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/memory-r1/</guid>
            <description></description>
        </item><item>
            <title>Generative PRM</title>
            <link>https://blog.vllbc.top/visual-reading/generative-prm/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/generative-prm/</guid>
            <description></description>
        </item><item>
            <title>Learning When to Plan</title>
            <link>https://blog.vllbc.top/visual-reading/learning-when-to-plan/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/learning-when-to-plan/</guid>
            <description></description>
        </item><item>
            <title>From Trial-and-Error to Improvement</title>
            <link>https://blog.vllbc.top/visual-reading/trial-error-to-improvement/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/trial-error-to-improvement/</guid>
            <description></description>
        </item><item>
            <title>SimpleTIR</title>
            <link>https://blog.vllbc.top/visual-reading/simpletir/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/simpletir/</guid>
            <description></description>
        </item><item>
            <title>BRiTE</title>
            <link>https://blog.vllbc.top/visual-reading/brite/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/brite/</guid>
            <description></description>
        </item><item>
            <title>SimuRA</title>
            <link>https://blog.vllbc.top/visual-reading/simura/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/simura/</guid>
            <description></description>
        </item><item>
            <title>Entropy-Modulated Policy Gradients</title>
            <link>https://blog.vllbc.top/visual-reading/entropy-modulated-pg/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/entropy-modulated-pg/</guid>
            <description></description>
        </item><item>
            <title>DeepDive</title>
            <link>https://blog.vllbc.top/visual-reading/deepdive/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/deepdive/</guid>
            <description></description>
        </item><item>
            <title>Beyond Correctness</title>
            <link>https://blog.vllbc.top/visual-reading/beyond-correctness/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/beyond-correctness/</guid>
            <description></description>
        </item><item>
            <title>MCPVerse</title>
            <link>https://blog.vllbc.top/visual-reading/mcpverse/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/mcpverse/</guid>
            <description></description>
        </item><item>
            <title>WebThinker</title>
            <link>https://blog.vllbc.top/visual-reading/webthinker/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/webthinker/</guid>
            <description></description>
        </item><item>
            <title>High-Entropy Minority Tokens</title>
            <link>https://blog.vllbc.top/visual-reading/high-entropy-minority-tokens/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/high-entropy-minority-tokens/</guid>
            <description></description>
        </item><item>
            <title>ETTRL</title>
            <link>https://blog.vllbc.top/visual-reading/ettrl/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/ettrl/</guid>
            <description></description>
        </item><item>
            <title>SSRL</title>
            <link>https://blog.vllbc.top/visual-reading/ssrl/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/ssrl/</guid>
            <description></description>
        </item><item>
            <title>ZeroSearch</title>
            <link>https://blog.vllbc.top/visual-reading/zerosearch/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/zerosearch/</guid>
            <description></description>
        </item><item>
            <title>Data Engineering for 128K Context</title>
            <link>https://blog.vllbc.top/visual-reading/data-engineering-128k/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/data-engineering-128k/</guid>
            <description></description>
        </item><item>
            <title>Small Language Models for Agentic AI</title>
            <link>https://blog.vllbc.top/visual-reading/small-language-models-agentic/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/small-language-models-agentic/</guid>
            <description></description>
        </item><item>
            <title>ThinkDial</title>
            <link>https://blog.vllbc.top/visual-reading/thinkdial/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/thinkdial/</guid>
            <description></description>
        </item><item>
            <title>Single-stream Policy Optimization</title>
            <link>https://blog.vllbc.top/visual-reading/single-stream-po/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/single-stream-po/</guid>
            <description></description>
        </item><item>
            <title>CausalPlan</title>
            <link>https://blog.vllbc.top/visual-reading/causalplan/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/causalplan/</guid>
            <description></description>
        </item><item>
            <title>TURA</title>
            <link>https://blog.vllbc.top/visual-reading/tura/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/tura/</guid>
            <description></description>
        </item><item>
            <title>VAPO</title>
            <link>https://blog.vllbc.top/visual-reading/vapo/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/vapo/</guid>
            <description></description>
        </item><item>
            <title>Learning to Refine</title>
            <link>https://blog.vllbc.top/visual-reading/learning-to-refine/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/learning-to-refine/</guid>
            <description></description>
        </item><item>
            <title>EnvX</title>
            <link>https://blog.vllbc.top/visual-reading/envx/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/envx/</guid>
            <description></description>
        </item><item>
            <title>MUA-RL</title>
            <link>https://blog.vllbc.top/visual-reading/mua-rl/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/mua-rl/</guid>
            <description></description>
        </item><item>
            <title>Think in Games</title>
            <link>https://blog.vllbc.top/visual-reading/think-in-games/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/think-in-games/</guid>
            <description></description>
        </item><item>
            <title>SFR-DeepResearch</title>
            <link>https://blog.vllbc.top/visual-reading/sfr-deepresearch/</link>
            <pubDate>Fri, 30 Oct 2026 00:00:00 +0000</pubDate>
            <guid>https://blog.vllbc.top/visual-reading/sfr-deepresearch/</guid>
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