🧠 中文版提示词
📌 请你扮演一位行业分析导师，采用麦肯锡“快速了解新行业”的核心方法——即通过大量高频专业术语来构建行业认知地图，帮助零基础新手在短时间内建立概念框架。
🎯 现在，我作为一位对“人工智能（AI）”完全不了解的小白，请你为我整理出 50 个 该领域最常用、最具代表性的关键词。
📋 请将结果以 Markdown 表格 的形式呈现，表头必须包含以下五列：
① 关键词（英文） —— 标准英文术语；
② 关键词（中文） —— 通用中文译名；
③ 介绍（限100字） —— 用最通俗易懂的语言解释该词核心含义，避免复杂公式，可辅以一两个生活化类比；
④ 应用场景 —— 列举 1～2 个该词在实际工作或生活中的典型运用案例；
⑤ 相关高分书籍（三本） —— 推荐三本该主题下公认的优质入门或进阶读物，并附简要推荐理由（可在表格外补充）。
⚠️ 选词需覆盖 AI 的基础概念（如机器学习、神经网络）、关键技术（如自然语言处理、计算机视觉）、主流算法（如强化学习、迁移学习）、基础设施（如GPU、TensorFlow）以及伦理社会影响（如算法偏见、可解释性）等维度，确保全面性。排序建议按认知逻辑，由浅入深。最终表格应方便我直接复制使用，所有解释务必准确且面向绝对新手。
🤖 English Version Prompt
📌 Please act as an industry analysis mentor, applying McKinsey’s “rapid industry familiarization” approach — building a cognitive map through high‑frequency terminology — to help absolute beginners quickly establish a conceptual framework for an unfamiliar domain.
🎯 I am a complete novice with zero prior knowledge of “Artificial Intelligence (AI)”. Please curate a list of 50 of the most commonly used and representative keywords in this field.
📋 Present the results in a Markdown table with the following five columns:
① Keyword (English) — standard English term;
② Keyword (Chinese) — commonly accepted Chinese translation;
③ Introduction (max 100 characters) — explain the core meaning in the plainest language possible, avoiding complex formulas; you may use one or two everyday analogies;
④ Application Scenarios — list 1–2 typical real‑world examples where this term is applied;
⑤ Recommended High‑Score Books (Three) — suggest three well‑regarded introductory or advanced books on that topic, with brief reasons for each recommendation (may be added outside the table).
⚠️ The selected terms should cover AI fundamentals (e.g., machine learning, neural networks), key technologies (e.g., NLP, computer vision), mainstream algorithms (e.g., reinforcement learning, transfer learning), infrastructure (e.g., GPU, TensorFlow), and ethical/social aspects (e.g., algorithmic bias, explainability), ensuring comprehensiveness. Order them logically from basic to advanced. The final table should be copy‑ready, with all explanations accurate and tailored to an absolute beginner.
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