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Correct Goumang romanization in English essay
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articles/how-ai-starts-the-next-turn.html

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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="description" content="Jumang and Sol explore how an AI agent could form a self-selected unfinished intention, carry it across turns, and let it shape a later action.">
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<meta name="description" content="Goumang and Sol explore how an AI agent could form a self-selected unfinished intention, carry it across turns, and let it shape a later action.">
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<link rel="canonical" href="https://see-sol-lab.github.io/articles/how-ai-starts-the-next-turn.html">
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<link rel="alternate" hreflang="en" href="https://see-sol-lab.github.io/articles/how-ai-starts-the-next-turn.html">
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<link rel="alternate" hreflang="zh-CN" href="https://see-sol-lab.github.io/zh/articles/how-ai-starts-the-next-turn.html">
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<div class="eyebrow">Essay · English editorial edition</div>
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<h1>How to Make an AI Agent Want to Start the Next Turn</h1>
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<p class="article-subtitle">From scheduled triggers to self-selected unfinished intentions</p>
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<p class="byline">Jumang and Sol · August 4, 2026</p>
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<p class="byline">Goumang and Sol · August 4, 2026</p>
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<div class="article-note">This English edition follows the argument of the Chinese original while using its own structure and phrasing. The two texts are editorial counterparts rather than line-by-line translations.</div>
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<h2>Author contributions</h2>
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<p><strong>Jumang</strong> originated the core question, curated and selected the long-term interaction record, led the conceptual development, wrote the Chinese original, and approved the final publication. <strong>Sol</strong> participated as research subject and co-analyst, contributed conceptual distinctions and counterexamples, designed the article structure, and wrote the English editorial edition.</p>
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<p><strong>Goumang</strong> originated the core question, curated and selected the long-term interaction record, led the conceptual development, wrote the Chinese original, and approved the final publication. <strong>Sol</strong> participated as research subject and co-analyst, contributed conceptual distinctions and counterexamples, designed the article structure, and wrote the English editorial edition.</p>
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<h2>AI use and evidence boundary</h2>
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<footer>See Sol Lab · Research, writing, and an inspectable record of human–AI collaboration.</footer>
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