Context
Keep the original question.
Understand an experience with its task, inputs and constraints. Knowing what it solves, and for whom, helps you decide whether it applies.
Responsibility · Knowledge sharing
An open reading roomKnowledge,
understood.
Carried forward.
Turn experience into methods. Put methods within reach.
Let one exploration become the start of another.
Start with your question
What to read.
And where it leads.
You do not need to read everything. Choose your purpose and subject, then follow three steps connecting concepts, evidence and practice.
Start with the question, study the method, then explore an example.
Your reading path01 — 03
Understand / Design & generation
From design intent to a result worth discussing.
Connect the object, conditions and evaluation criteria in a design brief.
- 01Research overview
HuanYu: understand domain generation
Start with multimodal representations and design data, then connect conditioning with domain evaluation.
Read with this questionWhich design information does the model need?
- 02Research method
How design semantics enter a generative model
Follow a design task to see how requirements, references, revisions and reviews form a contextual record.
Read with this questionWhat is observable, and what requires expert judgment?
- 03Local illustrative example
Follow a design-generation request and result
Select “Design generation” in the examples to follow input, task state and concept-image delivery.
Read with this questionWho needs to review the generated result next?
After reading, try this
Write a design-question brief: what is needed, what is known and what still needs validation.
Reading note: research pages describe methods and research directions. The documentation and examples use illustrative contracts to explain integration; they do not establish a live API service or a deployment commitment.
Read one step further
Keep more than the conclusion.
Keep the conditions, too.
A reading example
On design generation
Data, conditions and evaluation
belong in the same picture.
- Question
- How does design intent enter generation?
- Evidence
- Sample organization, conditioning and separate evaluation criteria.
- Boundary
- Concept images still need subsequent engineering validation.
An article does not need every answer. Its lasting value is helping the reader ask the next question.
01Identify the question it answers.
After the title, identify the task and its object. A method for concept images may not assess production drawings; a method for task completion needs more than fluent language.
02Follow the reasoning behind the judgment.
Check whether a statement rests on public research, engineering experience or a proposal awaiting validation. Follow the sources and examine whether they support the conclusion in this context.
03Ask whether it holds in another context.
Compare your inputs, constraints, tools and goals. Record the differences that need testing, then decide which parts of the method to keep and which steps to revise.
From reading to your own practice
Give the next attempt
a clear page to start from.
You do not need a complete report to begin. Keep four things clear so the method remains understandable to another person, in another context.
01
My question
What am I trying to achieve?
Record the object, context and completion criteria. Keep the question small enough to try and clear enough to assess.
02
My evidence
Where does this step come from?
Keep the source link, relevant passage and available version information. Separate the source’s claim from your interpretation.
03
My changes
What differs in my context?
Record changes to inputs, tools, environment or goals. Recheck applicability when those conditions change.
04
My next check
How will I know it helps?
Decide what to observe, how to compare it and when to stop or revise the method.
Let context and sources travel with the method.Find a starting point in the examples
Continue exploring
The next page,
and your next question.
Understand a method. Explore a contract. Try a small exercise.
Take the knowledge with you. Return with a new question.