AI基本知識

GOFAI vs ML based AI

Good Old-Fashioned Artificial Intelligence (GOFAI)

Machine Learning (ML)_based AI

Reference

Boucher, P. (Ed.). (2020). Artificial intelligence: How does it work, why does it matter, and what can we do about it? European Parliamentary Research Service, Scientific Foresight Unit (STOA), European Union.

Brynjolfsson, E., & McAfee, A. (2017a). THE BUSINESS OF ARTIFICIAL INTELLIGENCE. Harvard Business Review- The Big Idea Series/  Artificial Intelligence, For Real, 1, 3-11.

分析型AI vs 生成式AI

• 分析型AI（Analytical AI）

  過往傳統AI多半執行回歸預測、分類、分群等分析資料的應用，所以統稱其為分析型AI。

• 生成式AI（Generative AI）
  • 生成式AI聚焦於透過AI工具「生成」內容，生成內容之媒體形式多元，包括像是文字、圖像、聲音、影像、影片、3D模型、3D動畫等等
  • 各式生成前，皆需要判斷與分析所獲得的指令、目的、目標為何，所以分析型AI係為生成式AI之基礎

Reference: Zhang, C., Zhang, C., Zheng, S., Qiao, Y., Li, C., Zhang, M., Dam, S. K., Thwal, C. M., Tun, Y. L., & Huy, L. L. (2023). A complete survey on generative ai (aigc): Is chatgpt from gpt-4 to gpt-5 all you need? arXiv preprint arXiv:2303.11717.

圖像生成

圖像生成工具與平台

Prompt：Baroque-style Vintage Steam Train, oil painting, spotlight

🆓🆓🆓有免費額度可以使用的

• https://stablediffusionweb.com/

• https://www.bing.com/images/create

• https://leonardo.ai/