專業科技英語:人工智慧

課程大綱

本課程將針對以下主題的專業英語進行語言四技能的整合性學習： 1. AI簡介：探索 AI 的運作方式，並學習基礎 AI 概念，例如機器學習（machine learning, ML）。 2. 運用AI提升工作效率：了解人類在 AI 的有效運用中所扮演的重要角色，並認識哪些工作任務可以透過 AI 增強。 3. 英語提示詞設計：學習如何在工作中撰寫有效的提示詞，以獲得理想的AI產出，例如少量舉例之提示詞（few-shot prompting）。 4. 負責任地使用AI：學習辨識使用 AI 可能存在的安全風險，以及如何減少不公平偏見與不準確性，以理解如何負責任且有效地使用 AI。 5. 展望AI 趨勢：了解不同產業如何運用 AI，並思考這些創新如何激發AI 工作場域靈感或解決方案。 6. AI英語專題製作：學生將以小組方式自選產業領域，運用AI工具及英語來開發作品或設計解決方案，並完整記錄歷程，包括所選AI工具及選用原由與使用方式，含提示詞的設計與調整過程，以及人類介入（human-in-the-loop）如何確保產出的公正性與準確性。最終成果將以學期報告形式呈現。 This course integrates the four language skills with a focus on professional English related to the following AI-related topics: 1. Introduction to AI: Explore the basics of how AI works and learn fundamental AI concepts, such as machine learning (ML). 2. Enhancing Productivity with AI: Understand the critical role humans play in the effective use of AI and identify workplace tasks that can be augmented with AI. 3. Effective Prompt Design: Learn how to design effective prompts in a to achieve optimal AI-generated results, including techniques such as few-shot prompting. 4. Responsible AI Usage: Recognize potential security risks in AI applications and learn how to mitigate unfair biases and inaccuracies for ethical and responsible AI usage. 5. Exploring AI Trends: Examine how different industries leverage AI and explore how these innovations can inspire AI-driven solutions in your field. 6. Project Development: Students will collaborate in groups to select an industry of interest, develop products or solutions using AI tools, and document the entire process—all in English. This includes the chosen AI tools, the rationale behind their selection and usage, the prompt design and iterative refinement process, and the human-in-the-loop interventions in ensuring fairness and accuracy. The final results will be presented in a semester project report.