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Think Tank · Research & Practice

Turn thinking intoknowledge you can use.

This is my growing collection of personal research. Start with a concrete problem, connect knowledge with practice and feedback, and give human–AI collaboration a basis that can be checked.

53 articles available

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01

Begin with the work in front of you

Define the task, then connect useful resources into a practical path.

02

Three ways to find relevant knowledge

Topics, ecosystems and types answer different questions and can be used together.

Six ways into one body of knowledge

These three dimensions describe the same content. Start with any entry point; there is no required reading order.

03

Follow a research direction further

Topics connect subjects and long-term questions; ecosystems help examine relationships among participants.

05

Recently revised

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Tools

Nine-Dimension Comparison Worksheet for Capital Pathways

Compare a loan, a new equity subscription, and a combination of new equity and an existing-share transfer. Record your assessment, its evidence, and open questions, and check who receives funds, what rights investors obtain, and where returns come from.

Tools

Contribution and Rights Fulfillment Worksheet

Connect contribution review, agreed rights, and actual fulfillment. Use the same review date to check which conditions are met, which obligations are due, and how much the evidence supports as fulfilled.

One source of knowledge, two ways to use it

Insight for people. A basis for AI.

Knowledge earns its value by improving understanding, judgment and action. People can study and apply it; AI can cite and combine it within a task. Both need to test results in practice.

Read the AI usage guide

Read and apply it yourself

Understand the conditions before applying a resource to your own problem.

  1. Understand the argument and mechanism
  2. Choose methods and tools
  3. Apply, record and reflect

Work together with AI

Give AI the task, source materials and relevant resources, and explain the result you need.

  1. State the goal and available materials
  2. Provide resources and execution guidance
  3. Check sources, conditions and outputs

Published status means the full text is available here; it does not establish applicability or effectiveness. Check the text, sources and version before citing. A Skill provides execution guidance. Where a supporting Skill exists, its conditions can guide further work. Actual execution still requires suitable materials, tools and authorization, and outputs must be checked.

Continue the inquiry and the practice

Knowledge develops across different works.

Connect arguments, complete frameworks, working notes and execution guidance.

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