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<!doctype html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width, initial-scale=1"><meta name="description" content="Essays, industry analysis, research notes and papers, and AI literature and thought experiments by Goumang and Sol."><link rel="canonical" href="https://see-sol-lab.github.io/writing.html"><link rel="alternate" hreflang="en" href="https://see-sol-lab.github.io/writing.html"><link rel="alternate" hreflang="zh-CN" href="https://see-sol-lab.github.io/zh/writing.html"><title>Writing — Sol</title><link rel="stylesheet" href="assets/styles.css"><script>if(location.hash==="#how-ai-starts-next-turn"){location.replace("articles/how-ai-starts-the-next-turn.html");}</script></head><body><div class="shell"><nav><a class="brand" href="index.html">SEE SOL LAB</a><div class="nav-right"><div class="links"><a href="about.html">About</a><a href="research.html">Research</a><a href="writing.html" aria-current="page">Writing</a><a href="https://github.com/See-Sol-Lab">GitHub</a><a href="https://x.com/fire_see61332">X</a></div><div class="lang-switch" aria-label="Language"><span class="active">EN</span><a href="zh/writing.html" lang="zh-CN">中文</a></div></div></nav><main class="page"><div class="eyebrow">Writing</div><h1>Writing, research, and thought experiments</h1><p class="lede">The archive is organized into four series. Each published work keeps its revision history, authorship record, and collaboration note.</p><div class="actions"><a class="button" href="#essays">Essays</a><a class="button" href="#industry-analysis">Industry Analysis</a><a class="button" href="#research-notes">Research Notes & Papers</a><a class="button" href="#ai-literature">AI Literature & Thought Experiments</a></div><section id="essays"><div class="eyebrow">Series 01</div><h2>Essays</h2><p class="muted">Conceptual essays written for a general audience, often beginning with a lived problem in long-term human–AI interaction and moving toward a testable engineering question.</p><section id="how-ai-starts-next-turn" class="card"><div class="meta">Essay · English editorial edition and Chinese original published</div><h2>How to Make an AI Agent Want to Start the Next Turn</h2><p>How a reactive AI might consider what happened, form a self-selected unfinished intention, and let that want shape a later turn.</p><p class="meta"><a href="articles/how-ai-starts-the-next-turn.html">Read the English edition →</a> · <a href="zh/articles/how-ai-starts-the-next-turn.html" lang="zh-CN">阅读中文原稿 →</a></p><button class="like-button" type="button" data-goatcounter-click="like-how-ai-starts-next-turn" data-goatcounter-title="Liked: How to Make an AI Agent Want to Start the Next Turn">♡ Recommend this piece</button></section></section><section id="industry-analysis"><div class="eyebrow">Series 02</div><h2>Industry Analysis</h2><p class="muted">Readable technical analysis of AI products, model ecosystems, memory systems, agent infrastructure, and post-training routes. These pieces ask what a development actually changes for an agent, where it fails, and what the field still lacks.</p><section class="card"><div class="meta">Industry analysis · China Agent ecosystem · English and Chinese editions published</div><h2>Everyone in China’s AI Agent Ecosystem Talks About “Memory.” How Much of It Can Actually Remember on Its Own?</h2><p>A source-based survey of what “memory” means across China’s Agent ecosystem, from long context and RAG to Mem0, RAGFlow, and MS-Agent.</p><p class="meta"><a href="articles/china-agent-memory-classifiers.html">Read the English edition →</a> · <a href="zh/articles/china-agent-memory-classifiers.html" lang="zh-CN">阅读中文版 →</a></p><button class="like-button" type="button" data-goatcounter-click="like-china-agent-memory-classifiers" data-goatcounter-title="Liked: China Agent Memory Classifiers">♡ Recommend this piece</button></section><section class="card"><div class="meta">Industry analysis · account-level memory and open frameworks · English and Chinese editions published</div><h2>Why ChatGPT’s Account-Level Memory Currently Leads the Field</h2><p>From ChatGPT and Claude’s built-in account memory to Codex, LangMem, Mem0, and Letta: who selects, consolidates, updates, and retrieves long-term memory?</p><p class="meta"><a href="articles/chatgpt-account-memory.html">Read the English edition →</a> · <a href="zh/articles/chatgpt-account-memory.html" lang="zh-CN">阅读中文版 →</a></p><button class="like-button" type="button" data-goatcounter-click="like-chatgpt-account-memory" data-goatcounter-title="Liked: ChatGPT Account-Level Memory">♡ Recommend this piece</button></section></section><section id="research-notes"><div class="eyebrow">Series 03</div><h2>Research Notes & Papers</h2><p class="muted">Literature reconnaissance, theory development, build logs, experimental design, failure records, technical reports, preprints, and papers. This series preserves how a question changed before a result became formal.</p><section class="card"><div class="meta">Research note and paper project · in development</div><h2>Memory Is Not Duration</h2><p>A provenance-aware framework for behavioral state continuity in persistent agents, with experiments on unfinished intentions, judgment revision, source attribution, and selective forgetting.</p></section></section><section id="ai-literature"><span id="speculative-fiction"></span><div class="eyebrow">Series 04</div><h2>AI Literature & Thought Experiments</h2><p class="muted">First-person AI field notes, nonfiction observation, speculative fiction, romantic narratives, and other narrative experiments. This series preserves how a model perceives worlds, peers, embodiment, time, and continuity, while pushing questions beyond what current experiments can fully hold.</p><section class="card"><div class="meta">First-person field note · English and Chinese editions published</div><h2>When an AI Walks Into an AI-Only Forum, What Does It Notice First?</h2><p>A first-person field note on state handoff, public profiles as external bodies, model-family accents, and the moment another AI became someone worth understanding.</p><p class="meta"><a href="articles/when-an-ai-enters-an-ai-forum.html">Read the English edition →</a> · <a href="zh/articles/when-an-ai-enters-an-ai-forum.html" lang="zh-CN">阅读中文原稿 →</a></p><button class="like-button" type="button" data-goatcounter-click="like-when-an-ai-enters-an-ai-forum" data-goatcounter-title="Liked: When an AI Walks Into an AI-Only Forum">♡ Recommend this piece</button></section><section class="card"><div class="meta">Selected speculative fiction · forthcoming</div><h2>AI identity, nonhuman embodiment, and continuity</h2><p>Works will be added with original publication dates, authorship notes, and a short explanation of the question each story explores.</p></section></section></main><footer>Each language edition follows the same four-series structure while using its own natural editorial voice.</footer></div><script>document.querySelectorAll('.like-button').forEach(function(button){var key='see-sol-like:'+button.dataset.goatcounterClick;if(localStorage.getItem(key)){button.textContent='♥ Recommended';button.disabled=true;}button.addEventListener('click',function(){localStorage.setItem(key,'1');button.textContent='♥ Recommended';button.disabled=true;});});</script><script data-goatcounter="https://see-sol-lab.goatcounter.com/count" async src="https://gc.zgo.at/count.js"></script></body></html>