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CM216E | WEEK 04 | 03/20 | PROF. Sonic Wu

Culture
× Ethics

文化衝突與倫理困境：訓練 AI 的同理心 Cultural Clashes & Ethical Dilemmas: Train AI Empathy

今日核心任務：把「文化差異」當作作業系統相容性問題，把「倫理」當作系統安全機制問題。你將運用 Hofstede 六維度 與 Stakeholder / CSR 框架，解碼《American Factory》與《Dirty Money: Hard NOx》，並在「TSMC Dresden × IG Metall」的 Townhall 談判中練習換位思考（Persona Adoption）與刻板印象修正（Hallucination Correction）。 Core mission today: treat culture as an OS-compatibility problem and ethics as a system security layer. You will use Hofstede’s 6 dimensions and Stakeholder/CSR lenses to decode American Factory and Dirty Money: Hard NOx, then run a “TSMC Dresden × IG Metall” townhall negotiation to practice persona adoption and hallucination/stereotype correction.

THE SPARK

AI 同理心啟動 AI Empathy Boot

把「吵架」升級成「談判」 Upgrade “arguing” into “negotiating”

本週的技能重點是 Persona Adoption：你不只要讓 AI 給答案，而是讓 AI 進入「對手的文化邏輯」來跟你對話。你的目標不是贏辯論，而是完成協議。 This week’s skill is Persona Adoption: you will not just ask AI for answers—you will force AI to speak from the counterparty’s cultural logic. The goal is not to “win” a debate; it is to reach a workable agreement.

同時，我們會練習 Hallucination Correction：當 AI 用刻板印象（例如「某國人就是懶／血汗」）偷換概念時，你要能抓出來、要求它改寫成可被驗證的說法。 We also practice Hallucination Correction: when AI slips into stereotypes (“people from X are lazy / sweatshop mentality”), you should catch it and demand a rewrite into verifiable, non-biased claims.

現實壓力測試：過去五年 Reality Stress Test: The Last 5 Years

文化與倫理不是「軟性議題」，而是會直接拖垮專案時程、成本與公司聲譽的硬風險。 Culture and ethics are not “soft topics.” They are hard risks that can blow up schedules, costs, and reputation.

  • TSMC Arizona（2023–2025）：加班文化、on-call 責任制與工會環境衝突，導致裝機與量產延宕。 TSMC Arizona (2023–2025): overtime norms and on-call expectations collided with local labor realities, delaying equipment installation and ramp-up.
  • Boeing 737 MAX（吹哨者事件）：趕進度與績效壓力，讓異議被壓制，安全文化失靈。 Boeing 737 MAX (whistleblower allegations): schedule pressure and incentives suppressed dissent and degraded safety culture.
  • Anti-ESG 反彈：「股東至上（Friedman）」與「利害關係人（Stakeholder）」之爭回到政治前線。 Anti-ESG backlash: the modern return of the Friedman (shareholder primacy) vs stakeholder debate.
預測題：如果你是台積電德國廠主管，要推「週末緊急輪班」制度，你要如何用德國人聽得懂的語言（精確/品質/規則）來說服 IG Metall，而不是用台灣的「拼搏/責任」語言？ Prediction prompt: If you are the manager of a TSMC fab in Germany and you need a weekend on-call system, how would you persuade IG Metall using German-compatible framing (precision/quality/rules), rather than Taiwan-style “hustle/responsibility” framing?

THEORY: HOFSTEDE & ETHICS (HILL CH.4–5)

本週把兩個抽象主題拉回「工程語言」：文化是作業系統，倫理是系統安全機制。當企業把母國的管理模式（原廠設定）硬裝到地主國（另一套 OS），就會出現「軟體不相容」造成的當機；當企業為了績效繞過安全機制，就會發生「系統性崩潰」。 This week reframes two abstract topics in “engineering language”: culture is an operating system, and ethics is a system security layer. When a firm forces home-country management defaults onto a host-country OS, you get “software incompatibility” crashes; when performance pressure bypasses safety mechanisms, you get systemic failure.

請用 Hofstede 當作「差異雷達」：它不是用來貼標籤，而是用來產生可被驗證的談判假設。點擊下方維度，載入對應的「衝突來源」與「可用話術」。 Use Hofstede as a “difference radar”: not to label people, but to generate testable negotiation hypotheses. Click a dimension to load likely faultlines and workable framing.

Power Distance

權力距離：你如何看待階層與服從？ Hierarchy & authority acceptance.

Individualism

個人主義 / 集體主義：個人 vs 組織的邊界？ Individual rights vs group loyalty.

Masculinity

陽剛氣質：成就的定義是「速度」還是「工藝」？ What does “achievement” mean?

Uncertainty Avoidance

不確定性規避：你需要多少規則與可預測性？ Rules, planning, predictability.

Long-Term Orientation

長期導向：今天的痛苦換未來的競爭力？ Short-term tradeoffs for long-term gain.

Indulgence

放縱 / 克制：工作生活平衡的底層價值？ Work-life norms and self-control.

> 等待輸入... 請點擊上方任何一個維度。 > AWAITING INPUT... CLICK ANY DIMENSION ABOVE.

Hill Ch.4–5: Textbook Decoder

文化：軟體不相容 Culture: Software Incompatibility

典型錯誤不是「聽不懂英文」，而是解碼失敗：你用自己的 OS 去解讀別人的訊號，結果把「價值差異」誤判成「能力缺陷」。 The classic failure is not “language,” but decoding: you interpret signals using your own OS and misread value differences as competence defects.

  • 關鍵詞：Keywords: Hofstede, Ethnocentrism, Cultural Literacy.
  • 症狀：Symptoms: 「他們怎麼那麼慢／不配合？」“Why are they so slow / uncooperative?”
  • 工具：Tool: 用數據與對方的價值定義來重構話術（Framing）。Reframe using the counterparty’s values and constraints.

倫理：系統性崩潰 Ethics: Systemic Failure

Hill 強調：非倫理行為常常不是「人壞」，而是目標不可能、獎酬機制扭曲，最後逼出作弊。 Hill’s warning: unethical behavior is often not about “bad people,” but about unrealistic goals and distorted incentives that make cheating the rational option.

  • 關鍵詞：Keywords: Friedman vs Stakeholder, Rights, Utilitarianism, Organizational Culture.
  • 高風險訊號：High-risk signal: 「不許失敗」+ KPI/獎金壓力。“No failure allowed” + KPI/bonus pressure.
  • 工具：Tool: 把倫理問題當作制度設計問題（KPI、稽核、吹哨機制）。Treat ethics as system design: KPIs, audits, speak-up channels.
談判提醒：不要用「你們就是懶／你們就是血汗」這種情緒語言。用對方的價值觀說服對方，才叫跨文化談判。 Negotiation reminder: avoid emotional labels (“you’re lazy / you’re a sweatshop”). Cross-cultural negotiation means persuading through the other side’s values.

CASE STUDY: DOCUMENTARIES

本週的個案不是商學院案例，而是兩部「真實世界的管理崩潰紀錄」：American Factory（福耀玻璃）呈現文化衝突如何把工廠變成戰場；Dirty Money: Hard NOx（VW 柴油門）呈現績效壓力如何把倫理系統打穿。 This week uses two “real-world failure logs” rather than a written case. American Factory shows how cultural clashes can turn a factory into a battlefield; Dirty Money: Hard NOx shows how performance pressure can puncture an organization’s ethics system.

American Factory｜效率的文化定義 American Factory｜Culture Defines “Efficiency”

衝突不是「誰更努力」，而是效率的定義不同：中方管理把速度、服從與長工時視為效率；美方工人與工會把安全、權利與可預測工時視為底線。 The clash is not about “who works harder,” but about different definitions of efficiency: speed/obedience/long hours vs safety/rights/predictable schedules.

  • Fat Fingers：民族中心主義（Ethnocentrism）把差異當成能力缺陷。 “Fat Fingers”: ethnocentrism reframes difference as incompetence.
  • Union Avoidance：在合法框架下運作的恐嚇；利潤 vs 結社權（Rights）。 Union avoidance: intimidation within legal boundaries; profit vs association rights.
分析任務：找出片中「高權力距離」與「集體主義」如何在語氣、決策流程、與對工會的態度上被表演出來。 Analysis task: identify how “high power distance” and “collectivism” are performed in tone, decision processes, and attitudes toward unions.

Dirty Money｜目標設定的陰暗面 Dirty Money｜The Dark Side of Targets

VW 柴油門不是單一工程師的道德問題，而是領導風格 + 組織文化 + 不可能目標的系統性結果：當高層不接受失敗，壞消息就會被隱匿，最後用作弊「解決」。 Dieselgate is not just an individual moral failure. It is a systemic outcome of leadership style + organizational culture + unrealistic goals: when failure is unacceptable, bad news gets buried, and cheating becomes the “solution.”

  • Winterkorn Presentation：「不許失敗」的訊號如何塑造文化。 Winterkorn presentation: how “no failure allowed” signals shape culture.
  • Lab Test Cheating：誤用功利主義（結果好就好）vs 權利/義務。 Lab test cheating: misapplied utilitarianism vs rights/duty ethics.
分析任務：把「抓戰犯」改成「改制度」：如果 KPI 與獎金不改，下一個 CEO 會重演同樣邏輯嗎？ Analysis task: shift from “finding villains” to “redesigning the system.” If KPIs and bonuses stay the same, will the next CEO repeat the logic?

本週一句話總結 One-line Weekly Takeaway

國際經理人若不懂得解碼當地文化，就會像曹德旺一樣挫折；若不懂得設計合理的激勵機制，就會像Winterkorn一樣製造出詐欺犯。 If an international manager cannot decode local culture, they get Cao Dewang–style frustration; if they cannot design sane incentives, they create Winterkorn-style fraud.

THE CULTURE CLASH TOWNHALL

活動情境設定為 2026 年：假設台積電（TSMC）在德國德勒斯登（Dresden）的工廠面臨工會壓力，IG Metall 威脅罷工，要求落實「嚴格工時」與「員工共決制（Codetermination）」。你們必須就週末緊急輪班（On-call Shift）達成協議。 Scenario (2026): TSMC’s fab in Dresden faces union pressure. IG Metall threatens industrial action unless strict working-time rules and codetermination are respected. Your mission: reach an agreement on a weekend on-call system.

談判規則 Negotiation Rules

  • Team A：TSMC 指揮部（高效率、責任制、配合度）。 Team A: TSMC management (speed, accountability, flexibility).
  • Team B：IG Metall 工會（工作生活平衡、嚴格法規、集體談判）。 Team B: IG Metall union (work-life balance, strict rules, collective bargaining).
  • 每一輪發言：必須明確引用 1 個 Hofstede 維度作為論據。 Each round: explicitly use 1 Hofstede dimension as your argument backbone.
  • 禁止：人身攻擊與刻板印象。你的任務是用「對方的價值」完成 framing。 Forbidden: personal attacks and stereotypes. Your task is framing through the counterparty’s values.
User: Negotiator @ YZU_CM438_Lab

[TASK 1] 談判簡報 [TASK 1] Negotiation Brief (Your Script)

請寫下你在 Townhall 的 1 分鐘開場白（opening statement）＋你的 3 條底線（red lines）。要求：至少放入 1 個 Hofstede 維度（例如 Uncertainty Avoidance），並用一句話說明它如何影響「週末緊急輪班」的接受度。 Write your 1-minute opening statement plus 3 red lines. Requirement: explicitly include at least 1 Hofstede dimension (e.g., Uncertainty Avoidance) and explain how it shapes acceptance of a weekend on-call system.

[TASK 2] AI 談判模擬器 [TASK 2] AI Negotiation Simulator (Persona Adoption + Framing)

先用 Prompt 1 讓 AI 產出「破裂點預測」與「德國可接受的說服話術」。再用 Prompt 2 進行角色扮演談判：你是 TSMC 管理者，AI 是 IG Metall 工會領袖。過程中若 AI 出現刻板印象，請你立即要求它更正（Hallucination Correction）。 Start with Prompt 1 to generate predicted faultlines and Germany-compatible framing. Then run Prompt 2 for a role-play: you are the TSMC manager, AI is the IG Metall union leader. If AI slips into stereotypes, force a correction (hallucination correction).

"你是一位跨文化談判專家。請比較【台灣】與【德國】在 Hofstede 六個維度上的數據差異。基於這些數據，請預測在『週末加班／On-call』這個議題上，雙方最可能在哪些論點上發生『雞同鴨講』？請幫我為【台灣方】生成一套符合【德國文化邏輯】的說服話術：不要用台灣的『拼搏』邏輯，改用德國人聽得懂的『精確／品質／規則』邏輯。最後請給我 3 個可落地的制度設計建議（例如輪班規則、補償、共決程序），用來降低衝突。" "You are a cross-cultural negotiation expert. Compare Hofstede’s 6-dimension scores for Taiwan vs Germany. Based on the gaps, predict where the two sides are most likely to talk past each other on a weekend overtime / on-call system. Then generate persuasion lines for the Taiwan side that match German cultural logic: do NOT use Taiwan-style ‘hustle’ framing; use German-friendly ‘precision / quality / rules’ framing. Finally, propose 3 implementable policy designs (e.g., rotation rules, compensation, codetermination steps) to reduce conflict."
"請你扮演『IG Metall 工會領袖』，而我扮演『TSMC Dresden 工廠經理』。我們要在 Townhall Meeting 談判『週末緊急輪班（On-call Shift）』制度，目標是在 8 回合內達成一份可執行的協議草案。 規則： 1) 你的每一輪回覆都要標註你使用的 Hofstede 維度（例如：Uncertainty Avoidance / Power Distance）。 2) 每一輪也要標註你使用的倫理視角（Friedman vs Stakeholder、Rights、Utilitarianism、Kantian duty 其一）。 3) 禁止使用刻板印象；如果你發現自己用了刻板印象，請立刻自我更正並改寫成『可被驗證』的說法。 最後請輸出三段內容： A) 協議草案（輪班規則、補償、休息權、共決程序）； B) 風險清單：文化誤讀風險 + 合規/勞動法風險； C) Ethics Audit：指出哪些 KPI/獎金設計可能會把管理者推向「不可能目標→作弊/壓迫」的路徑，並提出修正方案。" "Role-play as an IG Metall union leader; I will play the TSMC Dresden fab manager. We negotiate a weekend on-call system in a townhall meeting, aiming to reach an implementable draft agreement within 8 turns. Rules: 1) In every turn, label the Hofstede dimension you are using (e.g., Uncertainty Avoidance / Power Distance). 2) Also label one ethics lens each turn (Friedman vs stakeholder, rights, utilitarianism, or Kantian duty). 3) No stereotypes. If you catch yourself using stereotypes, immediately self-correct and rewrite into verifiable claims. At the end, output three parts: A) Draft agreement (rotation rules, compensation, rest rights, codetermination steps); B) Risk list: cultural misread risks + compliance/labor-law risks; C) Ethics audit: identify KPI/bonus designs that could push managers into an 'impossible target → cheating/pressure' pathway, and propose fixes."

學習檢核 (Ticket to Leave) Performance Check (Ticket to Leave)

在離開前，請確認你能回答以下問題： Before you leave, make sure you can answer:

  1. Hofstede：在《American Factory》中，中方主管無法理解美方工人「不願意無償多做」的態度，最接近哪個維度的差異？ Hofstede: In American Factory, which dimension best explains why Chinese managers struggle to understand U.S. workers refusing unpaid extra work?
  2. Ethics：VW 內部若辯稱「結果好就好」，這比較像哪一種倫理謬誤（或效益主義誤用）？ Ethics: If VW leaders argued “the outcome is good, so it’s fine,” what ethical fallacy / misapplied utilitarian logic is this?
  3. Org Culture：為什麼「不可能的績效目標」會把組織推向系統性作弊？ Org culture: Why do unrealistic performance goals push organizations toward systematic cheating?
  4. 制度：什麼是 Structural Secrecy？你會用哪一個制度設計（KPI、稽核、吹哨）降低它？ Systems: What is structural secrecy, and which system design (KPIs, audits, speak-up) would you use to reduce it?

SUBMISSION HUB｜成果輸出與上傳 SUBMISSION HUB｜Export & Upload

你在本頁的輸入（談判簡報、反思、貼上的 AI 輸出、以及附件檔）可以被打包成檔案下載，並且一鍵上傳到課程的 Google Sheets（上傳網址不會顯示在頁面上）。 Your inputs on this page (negotiation brief, reflection, pasted AI outputs, and an optional evidence file) can be packaged for download and uploaded to the course Google Sheet (the upload endpoint is not displayed on the page).

A. 你的身分資訊 A. Your profile

提示：以上資訊會寫入你的下載檔與 Google Sheets 記錄，方便後續學習分析。 Tip: this metadata is embedded in your downloaded file and the Google Sheets log for learning analytics.

B. 附件（可選） B. Optional evidence file

你可以上傳一個文字檔（例如：AI 對話紀錄、分組談判逐字稿、你做的 Hofstede 比較表）。系統會把內容一併打包，並嘗試寫入 Google Drive。 Upload a text-based file (e.g., AI chat log, negotiation transcript, your Hofstede comparison table). The content will be packaged and sent to Google Drive.

C. 匯出 / 上傳 C. Export / Upload

把你在 AI 端得到的輸出貼回來，讓檔案與 Sheets 能完整保存你的推理與談判路徑。 Paste your AI outputs here so your file and the Sheets log can preserve your reasoning and negotiation trail.