%%{ init: { 'flowchart': { 'curve': 'bumpX' }, 'theme': 'redux', 'themeVariables': { 'lineColor': '#000', 'nodeBorder': '#000' } } }%%
graph LR
C1b ~~~ INTRO ~~~ C2
C1d ~~~ NOTES
%% LLM 大語言模型
C2f -.-> C2g
C2b -.-> C2g -.-> C4b
%%C4b -.-> C4f
Situatedism ==> C7
C2b eC4@<==> C4
eC4@{ animate: true }
C2e -.-> C4 ~~~ C7a
C3 ~~~ C3a
%% ROOT[📚 AI 知識地圖]
%% ROOT --> INTRO
%% ROOT --> NOTES
%% ROOT --> C1
INTRO -.-> C2 & INTRO1 & C5 & INTRO2
%% 導論
INTRO[🤗💬 <br/>框智<br/>格局]
INTRO@{ shape: subproc}
INTRO1[🧠 <br/>心智能力<br/> 🐸🐘🧘]
INTRO1@{ shape: subproc}
INTRO2[🧠🧞♀️ <br/>〜語言賽局<br/>腦補機]
INTRO2@{ shape: subproc}
click INTRO1 "notes-mind.zh-hant.html"
click INTRO2 "notes-mental_fill-in.zh-hant.html"
%% 第壹篇
C1[第壹篇 <br/>㉄ AI <br/>問題意識]
C1a[1.1 🎭🗪 <br/>圖靈測試]
C1b[1.2 🧱🗣️ <br/>中文房間]
C1c[1.3 🔤⚓ <br/>符碼紮根問題]
C1d[1.4 🖼️⏱️ <br/>框架問題]
C1e[1.5 👁️⯊ <br/>完形心理]
C1f[1.6 🎯🛡️ <br/>對齊與控制問題]
C1g[1.7 🗫🎲 <br/>語言賽局]
C1 --> C1a & C1b & C1c & C1d & C1e & C1f & C1g
click C1 "01----problematics.zh-hant.html"
click C1a "01-01-Turing_Test.zh-hant.html"
click C1b "01-02-Chinese_Room.zh-hant.html"
click C1c "01-03-Symbol_Grounding_Problem.zh-hant.html"
click C1d "01-04-Frame_Problem.zh-hant.html"
click C1e "01-05-Gestalt_Psychology.zh-hant.html"
click C1f "01-06-Alignment_Control_Problem.zh-hant.html"
click C1g "01-07-Language_Games.zh-hant.html"
NOTES -.-> NOTES1 & NOTES2 & NOTES3 & C5 & INTRO2
%% 筆記
NOTES[📑 筆記]
NOTES@{ shape: procs}
NOTES1[🪜 <br/>知行鷹架]
NOTES2[🪜👨👩👧👦 <br/>〜家長篇<br/>~傳承]
NOTES3[🪜🧘 <br/>〜自學篇<br/>~紥根]
NOTES1@{ shape: trap-b }
NOTES2@{ shape: trap-b }
NOTES3@{ shape: trap-b }
click NOTES1 "notes-constructive_fill-in.zh-hant.html"
click NOTES2 "appendix-cognitive_capacity_parents.zh-hant.html"
click NOTES3 "appendix-cognitive_capacity.html"
%% Extra Anchor 前中 系統創新
C1a & C1b & C1c & C1d & C1e & C1f & C1g --> SysThk
SysThk[🧠🏛️🌀<br/>❝腦補❞應對<br/>與<br/>系統思維]
SysThk@{ shape: braces}
%% 第貳篇
C2[/<br/>第貳篇 <br/>🎏🏮 <br/>流派與主義<br/><br/>\]
C2a[2.1 🎏🏛️ <br/>符號流／<br/>邏輯主義]
C2b[2.2 🎏🌀 <br/>統計流]
C2c[2.3 🎏🧠 <br/>神經－符號合流]
C2d[2.4 🪙🫣 <br/>AGI <br/>通用人工v智慧]
C2d@{ shape: dbl-circ }
C2e([2.5 🏮🧬<br/> 連結主義])
C2f([2.6 🏮💪<br/> 行為主義])
C2g[(2.7 😵💫🧞♀️ <br/>大語言模型)]
click C2 "02----schools_paradigms.zh-hant.html"
click C2a "02-01-symbolic_ai.zh-hant.html"
click C2b "02-02-statistical_ai.zh-hant.html"
click C2c "02-03-neurosymbolic_ai.zh-hant.html"
click C2d "02-04-agi.zh-hant.html"
click C2e "02-05-connectionism.zh-hant.html"
click C2f "02-06-behaviorism.zh-hant.html"
click C2g "02-07-large_language_models.zh-hant.html"
%% 第伍篇
C5[\第伍篇<br/> ☸ <br/>區分 AI <br/>5 大導向<br/><br/>/]
C5a[/5.1 ☸🎯 <br/>任務導向/]
C5b[/5.2 ☸🛠 <br/>工具導向/]
C5c[/5.3 ☸🤖 <br/>智能體／代理人導向/]
C5d[/5.4 ☸🤝 <br/>協作導向/]
C5e[/5.5 ☸⚖️ <br/>治理導向/]
click C5 "05----ai_orientations.zh-hant.html"
click C5a "05-01-oriented_task.zh-hant.html"
click C5b "05-02-oriented_tool.zh-hant.html"
click C5c "05-03-oriented_agent.zh-hant.html"
click C5d "05-04-oriented_collaborative.zh-hant.html"
click C5e "05-05-oriented_governance.zh-hant.html"
%% 3-->4 上至中至下
SysThk --> C2
SysThk --> C5
%% 4-->5 上至中至下
%% C2 C5 transitions
%% 上上 ~~~
C2 ~~~ C5e ~~~ C8
C2 ~~~ C5c ~~~ C8
%% 上上
C2 -.流／主義.-> C2a
C5a -.-> C4
C5 --導向--> C5c
C5 --導向--> C5e
C5c ==> C8
C5d -.-> C6
C5 --導向--> C5b
C2 -.主義.-> C2f
Situatedism([🏮🛣 <br/>情境+脈絡主義])
C2 -.主義.-> Situatedism
%% AGI
C2 --立場--x C2d
%%C2c -.整合運用.-> C3e
%% 上」神經－符號合流
C2a -.-> C2c ~~~ C9
%% 中」神經－符號合流
C2e & C2f -.-> C2c ~~~ C9
%% 下」神經－符號合流
C2b -.-> C2c ~~~ C9
%%C2c -.整合運用.-> C4e
C2 -.主義.-> C2e ~~~ C4
%% 下
C5 --導向--> C5d
C5d ==> C7
%% 下下
C2 --流--> C2b
C5 --導向--> C5a
%%%% %% %% %% %% %% %% %% %% %%
%% 5-->6 (C6) 上至中至下
%% 上上 「符號流」AI C3
C2a eC3@<==> C3
eC3@{ animate: true }
C5e -.-> C3
%%C2a ~~~ C3 & C8
%%C5e ~~~ C6
%% 第參篇
C3{{第參篇 <br/>🏛️ <br/>「符號流」AI}}
C3a[3.1 🏛️⊨∴<br/> 形式邏輯]
C3b[3.2 🏛️🤖💬<br/> 自動對話系統]
C3c[3.3 🏛️🎁🧠<br/> 專家系統]
C3d[3.4 🏛️🛠️🏗️<br/> 知識表徵]
C3e[3.5 🏛️🕸💡<br/> 知識圖譜]
C3f[3.6 🏛️🌐🔗<br/> 語意網]
C3g[3.7 🏛️🌌🗺️<br/> 本體論]
C3 --> C3d --> C3e --> C3g --> C3f
C3 --> C3a --> C3b --> C3c
click C3 "03----symbolic_ai.zh-hant.html"
click C3a "03-01-formal_logic.zh-hant.html"
click C3b "03-02-automatic_dialogue_systems.zh-hant.html"
click C3c "03-03-expert_systems.zh-hant.html"
click C3d "03-04-knowledge_representation.zh-hant.html"
click C3e "03-05-knowledge_graph.zh-hant.html"
click C3f "03-06-semantic_web.zh-hant.html"
click C3g "03-07-ontology.zh-hant.html"
C3 -.-> C9
%%Situatedism ==> C8
%% 第捌篇
C8[第捌篇 <br/>🦾 <br/>「具身派」AI<br/>]
C8@{ shape: notch-rect }
C8a>8.1 🦾🎬🔋<br/> 機器人+實體驅動]
C8b>8.2 🦾📡🌡️<br/> 感知與環境]
C8c>8.3 🦾🔄🖼️<br/> 自適應機器人]
C8d>8.4 🦾🤝💪<br/> 人機互動]
C8e>8.5 🦾🛡️🚨<br/> 安全與穩健性]
C8f>8.6 🦾🧭🎯<br/> 任務與目標規劃]
C8 --> C8a & C8b -.-> C8c
C8c --> C8d --> C8e & C8f
click C8 "08----embodied_ai.zh-hant.html"
click C8a "08-01-robotics_and_physical_actuation.zh-hant.html"
click C8b "08-02-perception_and_environment.zh-hant.html"
click C8c "08-03-adaptive_robotics.zh-hant.html"
click C8d "08-04-human_robot_interaction.zh-hant.html"
click C8e "08-05-robot_safety_and_robustness.zh-hant.html"
click C8f "08-06-robot_tasks_and_goals.zh-hant.html"
%%C8 -.-> C7a
%% 中類 C6
C5e ~~~ C6
%%C2f & C5c -.-> C6
Situatedism -.-> C6
%%C5b & C5d -.-> C6
C5a ~~~ C6
%% 6-->7 (C6->) 上至中至下
%% C6 全序 定下
%% C6 ❖ 分析與決策
%% C6 ==創新==>
C6 ==時序==> C6d ==時序==> C6a ==時序==> C6b ==時序==> C6c
C6e ==創新==> C6f ==> C6c
%%C6 -.-> C6e
C2g -.-> C6e
%% 横中 第陸篇 ❖ 分析與決策
%% 第陸篇
C6@{ shape: diamond, label: "第陸篇 <br/>❖ <br/>分析與決策<br/> 6 點" }
%% SysThk --> C6
C6a[[6.1 🟡😷🩺<br/> 診斷型分析]]
C6b[[6.2 🟠🤠🔮<br/> 預測型分析]]
C6c[[6.3 🔴🧐🧭<br/> 指導型分析]]
C6d[[6.4 🔵🤓📘<br/> 描述型分析]]
C6e[[6.5 🟣🙀🎨<br/> 生成式 AI]]
C6f[[6.6 🔁😽🪄<br/> 決策演算法]]
click C6 "06----analytics_decisions.zh-hant.html"
click C6a "06-01-analysis_diagnostic.zh-hant.html"
click C6b "06-02-analysis_predictive.zh-hant.html"
click C6c "06-03-analysis_prescriptive.zh-hant.html"
click C6d "06-04-analysis_descriptive.zh-hant.html"
click C6e "06-05-analysis_generative.zh-hant.html"
click C6f "06-06-decision_making_algorithm.zh-hant.html"
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% C9 ~~~ C6a
%% C9 ~~~ C6f
%% Math[數學]=C9 上 C3a
C9 e1@-.-> C3a
e1@{ animate: true }
%% Math[數學]=C9 下 C4a
C9 e2@-.-> C4a
e2@{ animate: true }
%% 第玖篇
C9(第玖篇<br/> 📐<br/> AI用到的數學)
C9@{ shape: flag }
C9a(9.1 🤝🚿<br/> 協同過濾)
C9b(9.2 📉⛰️<br/> 最陡下降法)
C9c(9.3 🔮🕸️<br/> 貝氏網路)
C9d(9.4 🧹🧩<br/> 稀疏建模)
C9e(9.5 ⛓️🔄<br/> 馬可夫模型)
C9f(9.6 🌲🧭<br/> 蒙地卡羅樹搜尋)
C9g(9.7 🧠⚡<br/> 赫布學習論)
C9h(9.8 🧮💰<br/> 多智能體報酬矩陣)
C9 --> C9a --> C9d --> C9f
C9 --> C9b --> C9g
C9 --> C9e --> C9c --> C9h
click C9 "09----ai_math.zh-hant.html"
click C9a "09-01-collaborative_filtering.zh-hant.html"
click C9b "09-02-steepest_descent_method.zh-hant.html"
click C9c "09-03-bayesian_network.zh-hant.html"
click C9d "09-04-sparse_modeling.zh-hant.html"
click C9e "09-05-markov_modeling.zh-hant.html"
click C9f "09-06-monte_carlo_tree_search.zh-hant.html"
click C9g "09-07-hebb_rule.zh-hant.html"
click C9h "09-08-multi_agent_payoff_matrix.zh-hant.html"
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% 大類 Situatedism C7
%% C7 博弈派 /
%% Situatedism ==> C7
%% 第柒篇
C7[第柒篇<br/> 🏆 <br/>「博弈派」AI<br/>]
C7@{ shape: notch-rect }
C7a>7.1 🏆🐭🗺️ <br/>IEEE電子老鼠<br/>走迷宮]
C7b>7.2 🏆🕹️👾 <br/>Atari DQN]
C7c>7.3 🏆⚪⚫ <br/>AlphaGo 圍棋]
C7d>7.4 🏆🃏💰 <br/>撲克 AI]
C7e>7.5 🏆🧙♂🥷 <br/>OpenAI Five]
C7f>7.6 🏆🐺🧑🌾 <br/>狼人殺 AI]
C7g>7.7 🏆🪖⚔️ <br/>複雜戰略模擬]
C7 --> C7a -.-> C7b -.-> C7c -.-> C7d
C7a -.-> C7e -.-> C7f -.-> C7g
click C7 "07----game_ai.zh-hant.html"
click C7a "07-01-ieee_micromouse.zh-hant.html"
click C7b "07-02-atari_dqn.zh-hant.html"
click C7c "07-03-alphago.zh-hant.html"
click C7d "07-04-poker_ai.zh-hant.html"
click C7e "07-05-openai_five.zh-hant.html"
click C7f "07-06-werewolf_ai.zh-hant.html"
click C7g "07-07-complex_strategic_simulation.zh-hant.html"
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
C4 -.-> C9
%% C5c -.-> C7
%% 第肆篇
C4{{第肆篇<br/> 🌀 <br/>「統計流」AI}}
C4a[4.1 🌀🎲🌿 <br/>機率性關聯]
C4b[4.2 🌀🧞♀️🗪 <br/>LLM聊天機器人]
C4c[4.3 🌀🪢🧠 <br/>神經網路]
C4d[4.4 🌀🛠️🤏 <br/>特徵工程]
C4e[4.5 🌀🤖📦 <br/>機器學習模型]
C4f[4.6 🌀🌐🔗 <br/>大語言模型網組合]
C4g[4.7 🌀🌌▦ <br/>向量空間]
C4 --> C4a --> C4b --> C4c
C4 --> C4d --> C4e --> C4g --> C4f
click C4 "04----statistical_ai.zh-hant.html"
click C4a "04-01-probabilistic_association.zh-hant.html"
click C4b "04-02-llm_chatbots.zh-hant.html"
click C4c "04-03-neural_networks.zh-hant.html"
click C4d "04-04-feature_engineering.zh-hant.html"
click C4e "04-05-machine_learning_models.zh-hant.html"
click C4f "04-06-llm_webassembly.zh-hant.html"
click C4g "04-07-vector_space.zh-hant.html"
%% C4「統計流」
%% 下下
%% C5a -.-> C4
%% C2b <==> C4
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%% 第拾篇 收尾
C3f & C3c --> C10
C8e & C8f --> C10
C9f & C9h --> C10
C9g --> C10
%% 横中尾 第陸篇 ❖ 分析與決策
C6c --> C10
C7d & C7g --> C10
C4c --> C10
C4f --> C10
%% 第拾篇
C10((第拾篇 <br/>🌉<br/> AI工程))
C10a[10.1 <br/>🌉🔗🌐 <br/>API與MCP]
C10b[10.2 <br/>🌉🤖🚨 <br/>智能體<br/>可靠性與評估]
C10c[10.3 <br/>🌉❔📌 <br/>提示工程]
C10d[10.4 <br/>🌉🔗📝 <br/>知識驅動生成<br/>（RAG）]
C10e[10.5 <br/>🌉🪟🧭 <br/>脈絡工程]
C10f[10.6 <br/>🎁🌱🚀 <br/>AI 產品經理]
C10 --> C10a & C10b & C10c & C10d & C10e & C10f
click C10 "10----ai_engineering.zh-hant.html"
click C10a "10-01-API_MCP.zh-hant.html"
click C10b "10-02-agent_reliability_evaluation.zh-hant.html"
click C10c "10-03-prompt_engineering.zh-hant.html"
click C10d "10-04-retrieval_augmented_generation.zh-hant.html"
click C10e "10-05-context_engineering.zh-hant.html"
click C10f "10-06-AI_PM.zh-hant.html"
C4a@{ shape: flag }
C3a@{ shape: flag }
C10c@{shape: tag-rect}
C10d@{shape: tag-rect}
C10e@{shape: tag-rect}
%% Gray
classDef classSchoolC6 fill:#eee,stroke-width:3px;
class C5,C5a,C5c,C5b,C6,C6a,C6b,C6c,C6d,C6f classSchoolC6;
%% Yellow
classDef classSchoolClassic fill:#ffd,stroke-width:3px,stroke-dasharray: 10 3;
class C1,C1a,C10c,C10d,C10e,C2,C3,C4,C2a,C2b classSchoolClassic;
%% Blue
classDef classSchoolC7 fill:#dff,stroke-width:3px,stroke-dasharray: 10 3;
class C7,C7a,C7b,C7c,C7d,C7e,C7f,C7g classSchoolC7;
%% Green
classDef classSchoolC8 fill:#dfd,stroke-width:3px,stroke-dasharray: 10 3;
class NOTES,NOTES1,C10b,C1f,C5d,C5e,C8,C8a,C8b,C8c,C8d,C8e,C8f classSchoolC8;
%% Pink
classDef classNN color:#000,fill:#fdf,stroke-width:3px,stroke-dasharray: 10 3;
class C10a,C10f,C1c,C1d,C1e,INTRO,INTRO1,C2c,C4c,C9g classNN;
%% Purple
classDef classLLM fill:#ddf,stroke-width:5px;
class C1g,INTRO2,C2g,C6e,C4b,C4f classLLM;
%% Orange -ism
classDef class_ism fill:#fdb;
class Situatedism,C2e,C2f, class_ism;
C4 ~~~ C4a
C5b -.-> C8
%% LLM 大語言模型
C2e -.-> C2g
Situatedism ==> C8
Appendix C — 🌌Mindmap: meridian and parallel lines
Note C.1: 🔖AI 分類雙維度對照：學界典範🆚業界經驗ℹ
C.1 SVG 版
C.2 Mermaid 版
z: 1
X: 0
Y: 0
X%: 0