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KNOWLEDGE

Knowledge

Practical notes on AI research, design workflows and working methods developed through real projects and teaching.

KNOWLEDGE GUIDE

Knowledge Guide

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AI WORKFLOW GUIDES

Architecture and interior design AI, explained through real workflows

Start with practical guides that connect research, proposals, drawings, data boundaries, and human review.

Taiwan architecture AI guide →Interior design AI guide →Architecture and interior AI course guide →
33 knowledge articles
🔒 Qualified membersAI 視覺與 UI2026-08-23

NEXUS 鋼鐵人風格 UI 美編：從 GPT 生圖到可用啟動器

很多人把所有文字、按鈕一次交給 AI 生成，最後得到的是不能改、不能用的氣氛圖。本篇整理 NEXUS 視覺工作流：先做無字底圖，再分離動態與 UI，完成可讀、可控、可維護的科技啟動器。

NEXUSUI DesignGPT 生圖Kling
AI Workflow2026-08-21

Codex 省額度實戰：把任務做小，把成果做準

省額度不是少用 AI，而是先縮小任務、控制 Context、選對模型與速度，讓每一次 Codex 使用都能產出可驗收的成果。本文整理 2026-08-21 簡報中的任務拆解、模型分工、AGENTS.md 與低額度提示詞模板。

CodexAI WorkflowContextAGENTS.md
🔒 Qualified members工地丈量與 AI 應用2026-08-18

Rapid Site Measurement with GPT 5.6 Multimodal AI

以住宅改造與頂樓防水案例，示範如何用現場照片、語音尺寸與 GPT 5.6多模態能力，整理成尺寸表、標註圖、設計示意與可溝通提案。

GPT工地丈量建築實務現場紀錄
AI Workflow2026-08-05

A Practical Claude and Codex Workflow for Daily Administration and Knowledge Management

Administrative work often consumes time through repeated sorting, rewriting and formatting. The useful role of AI is not to make decisions for you, but to turn defined inputs into consistent drafts that you can verify. This guide covers meetings, email, SOP updates and searchable knowledge notes.

AIWorkflowKnowledgeAI工作流
AI Workflow2026-08-05

Data Security and Copyright in AI Workflows: Separate the Risks Before You Decide

Data exposure and permission to use content are different risks. This guide separates them and provides a practical workflow for classifying data, minimizing what is uploaded, reviewing generated material and keeping an audit trail before public or commercial use.

AIWorkflowKnowledge資料安全
AI Workflow2026-08-05

Use AI as a Research Assistant—Not a Substitute for Professional Judgment

AI can accelerate research, organize reasoning and prepare drafts. It cannot take responsibility for regulations, site constraints, cost trade-offs or irreversible decisions. This guide shows how to define outputs, expose assumptions, verify evidence and keep judgment traceable.

AIWorkflowKnowledgeAI工作流