research.html

---
layout: default
title: Research
permalink: /research/
description: Roy.Tong 的长期研究与六主题知识库，连接 Agent、机器人、AI 终端、创作工具、产品研究和组织建设。
lang_switch_url: /en/research/
---

<section class="page-intro shell">
  <p class="eyebrow">RESEARCH · FACTS</p>
  <h1>长期研究</h1>
  <p class="page-deck">Research 回答「世界实际发生了什么」：关注事实、公司、产品、技术路径与市场变化。长期方向多元，当前战役只有一个——Agent Capability Economy。</p>
  <p class="kb-home-entry"><a href="{{ '/knowledge/' | relative_url }}">进入新版知识库：按问题阅读 20 个知识单元、文章与项目 →</a></p>
</section>

<section class="home-simple-section home-series">
  <div class="shell">
    <div class="home-project-list">
      <a class="home-project-row" href="{{ '/capability-economy/' | relative_url }}">
        <div><span>CURRENT FOCUS</span><h3>Agent Capability Economy</h3></div>
        <p>当软件消费者从人变成 Agent，软件如何被发现、选择、调用、计量与交易。当前唯一火力全开的专题：生态地图、数据台账、source ledger 与月度更新。</p>
        <strong>进入专题 ↗</strong>
      </a>
    </div>

    <div class="home-project-list">
      {% for topic in site.data.knowledge_topics %}
      <a class="home-project-row" href="{{ '/knowledge/topics/' | append: topic.id | append: '/' | relative_url }}">
        <div><span>0{{ forloop.index }}</span><h3>{{ topic.title | escape }}</h3></div>
        <p>{{ topic.summary | escape }}</p><strong>阅读知识单元 →</strong>
      </a>
      {% endfor %}
    </div>
    <div class="hub-index-links">
      <a href="{{ '/capability-index/' | relative_url }}">Agent Capability Index <span>→</span></a>
      <a href="{{ '/research/embodied-intelligence/' | relative_url }}">具身智能专题 <span>→</span></a>
      <a href="{{ '/knowledge/data/' | relative_url }}">研究数据与复核口径 <span>→</span></a>
    </div>
  </div>
</section>

<section class="home-simple-section home-writing">
  <div class="shell">
    <header class="home-simple-heading">
      <div>
        <p class="eyebrow">CURRENT MATERIALS</p>
        <h2>从这些材料开始</h2>
      </div>
      <a class="text-link" href="{{ '/essays/' | relative_url }}">查看全部 Essays <span>→</span></a>
    </header>

    <div class="home-article-list">
      <a class="home-article-row" href="{{ '/notes/when-the-software-consumer-becomes-an-agent/' | relative_url }}">
        <time>Agent Economy</time>
        <div><h3>当软件的消费者变成 Agent</h3><p>旧计量链失效，为什么 measurement 先于 payment。</p></div>
        <span aria-hidden="true">→</span>
      </a>
      <a class="home-article-row" href="{{ '/notes/embodied-intelligence-beginners-guide/' | relative_url }}">
        <time>Robotics</time>
        <div><h3>具身智能入门</h3><p>从行业、公司、产品和技术链路建立基础地图。</p></div>
        <span aria-hidden="true">→</span>
      </a>
      <a class="home-article-row" href="{{ '/notes/agent-context-recommendation-after-rag/' | relative_url }}">
        <time>Agent</time>
        <div><h3>RAG 之后，Agent 需要 Context Recommendation</h3><p>复杂 Agent 如何动态决定应该注入什么上下文、工具、状态与规则。</p></div>
        <span aria-hidden="true">→</span>
      </a>
    </div>
  </div>
</section>