官方推薦的第一個課程：Generative AI Leader學習路徑，共包含 5 門課程與 3 個小測驗（Quiz）。
這課程也是 Generative AI Leader 認證考試的準備教材。
本篇整理各 Quiz 的題目與答案，並附上中文解釋。

Quiz 1：Introduction to Generative AI

1. Which of the following statements accurately describe Gemini? (Select two)
✅ Gemini is a type of artificial intelligence that can create new content, including text, images, music, and even code.
✅ Gemini is a generative AI model (or family of models) developed by Google.

中文解釋：Gemini 是 Google 開發的生成式 AI 系列模型，具備跨模態能力（文字、影像、音樂、程式碼），並非僅限於單一任務的聊天機器人。

2. Which of the following defines generative AI?
✅ A type of artificial intelligence that can create new content, including images, text and music.

中文解釋：生成式 AI 不只是分析資料，而是「生成」新的內容，能跨越多種資料型態（multi-modal）。

3. Which of the following describes a multimodal gen AI application?
✅ Using gen AI to analyze customer sentiment in video testimonials and survey data.

中文解釋：多模態應用代表同時處理多種資料型態，例如影片（影像與聲音）與文字資料。

4. A CEO is hesitant to invest in generative AI because they believe it's just a technology for building chatbots. Which of the following examples demonstrate that generative AI can offer their business much more?
✅ Creating photorealistic images of new product prototypes based on text descriptions.

中文解釋：生成式 AI 可應用於產品設計、原型視覺化等創造性任務，而非僅限於文字互動。

Quiz 2：Introduction to Foundation Models

1. Which of the following is a primary feature of foundation models?
✅ Adaptability across a wide range of tasks.

中文解釋：基礎模型（Foundation Models）具備可泛化特性，可應用於不同任務，不像傳統模型只適用於單一任務。

2. What is the primary difference between foundation models and traditional AI models?
✅ Foundation models are trained on massive amounts of diverse data for various tasks, while traditional models are trained on specific data for a single task.

中文解釋：傳統 AI 模型通常針對單一用途訓練，而基礎模型則以大規模多元資料訓練，能支援廣泛任務。

3. What is the purpose of a prompt in the context of foundation models?
✅ To provide input to the model and trigger an output.

中文解釋：Prompt（提示詞）是與模型互動的關鍵指令，用以引導模型生成想要的結果。

4. How do foundation models and prompt engineering work together to create value in generative AI?
✅ Foundation models offer a vast knowledge base, and prompt engineering guides the model to use this knowledge in responses.

中文解釋：基礎模型提供知識基礎，提示工程則負責「提問技巧」，引導模型產出理想輸出。

5. Which of the following defines a foundation model?
✅ Large AI models trained on a vast quantity of data, capable of adapting to a variety of tasks.

中文解釋：基礎模型（如 LLM）以大量資料訓練，具彈性與通用性，可進行多樣任務。

Quiz 3：Generative AI Strategy for Leaders

1. What is the recommended approach for businesses to effectively implement gen AI?
✅ Combine a top-down strategic vision with bottom-up input from teams.

中文解釋：成功導入生成式 AI 的企業，需兼顧自上而下的策略方向與自下而上的使用者洞察，確保技術落地與組織認同。

2. Which of the following is a benefit of using Google Cloud for gen AI development?
✅ It provides comprehensive services, including scalable infrastructure, enterprise-grade governance and security.

中文解釋：Google Cloud 提供完整生成式 AI 生命週期支援，包含資料處理、模型開發、部署與監控，並具企業級安全與擴展性。

3. Why is it important for mid-level managers and individual contributors to be involved in gen AI adoption?
✅ Their proximity to workflows allows them to identify impactful gen AI solutions.

中文解釋：中階主管與一線員工最了解實際流程，可發現 AI 真正能帶來價值的痛點與應用機會。

4. What is a key advantage of using Google Cloud's gen AI ecosystem for businesses?
✅ It allows businesses to leverage Google's AI advancements without starting from scratch.

中文解釋：企業可直接利用 Google 的生成式 AI 模型與工具，加速導入，而無需自行從零建立。

總結

這門課程幫助學習者快速理解生成式 AI 與基礎模型的核心觀念：

• 從模型角度：了解 Foundation Models 的廣泛適應性。
• 從實務角度：學會設計有效的 Prompt 與應用場景。
• 從策略角度：掌握企業如何將生成式 AI 納入營運決策。

完成三個測驗後，可獲得「Generative AI Leader」認證學習路徑進度，為後續進階課程（如 Vertex AI、Imagen、Gemini Apps）奠定基礎。