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The Archive

A digital archive of all Hey AI Foundation related materials, including books, articles, and more.

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Reading

Books

Cover of Hey AI, Let's Talk! by Frank Ng and Ryan Ng

Book / Digital edition

Hey AI, Let’s Talk!

Foundations of Prompt Engineering for Teenagers

A practical introduction to prompt engineering for teenagers that goes beyond the latest tips and tricks to teach the fundamentals of communicating effectively with AI.

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Download PDF
Cover of Human Reinvented by Frank Ng

Book / Digital edition

Human Reinvented

A mental model to stay relevant when intelligence is abundant

A mental model for navigating a world in which AI can make competent work abundant. Human Reinvented asks what humans must continue to build, contribute, and own when producing a good answer is no longer enough to set us apart.

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Available on October 25th

Available digital editions download directly to your device. Human Reinvented unlocks at midnight New York time on October 25th.

Writing

Newspaper columns

Explore Frank and Ryan Ng’s newspaper columns. The Standard links open at the newspaper; Sing Tao Daily links open as PDFs.

The Standard / English

Human Reinvented

Frank Ng and Ryan Ng’s column on human judgment, work, and learning with AI.

  1. Will AI make me dumber?
  2. Human in the loop
  3. Standards on moving ground
  4. What are you doing with your freed time?
  5. Communication: our task before AI can carry out its own
  6. We can bring creativity to the table
  7. What we bring: critical thinking
  8. The discipline of Role Assignment when tasking AI
  9. Challenge AI outputs – never settle for one answer
  10. Understanding AI’s limits: the three categories
  11. Understanding the nature of artificial intelligence
  12. Chatbots and the sycophancy trap
  13. The quiet downgrade: outsourcing the wrong things to AI
  14. Why AI has no user manual
  15. The era of AI + me
  16. AI is not changing us, it is exposing us

Sing Tao Daily / Chinese

Father, Son & AI (AI父子兵)

Frank Ng and Ryan Ng’s Chinese-language column in Sing Tao Daily.

  1. 會下金蛋的鵝，開始消瘦
  2. 美國白宮的超級智能協議
  3. 誰來踩AI的煞車
  4. 從Hugging Face事件看組織的力量
  5. Robotaxi真正改變的，可能不是出租車，而是“資產”
  6. 未來人人都有AI助手，但它到底屬於你，還是屬於平台？
  7. 當AI開始替你挑商品，誰在決定你最後買什麼？
  8. 機器人會做手術之後，醫生真的就能退場嗎？
  9. 大家還在比AI模型，NVIDIA已經開始佈局“會動的AI”
  10. 使用 AI 會不會導致認知萎縮？
  11. AI 的前哨戰
  12. 銀行砸下200億美元做AI，真正改變的可能不是效率
  13. “強到失控”的光環
  14. 我們要做好 AI 的“金手指”
  15. 答案之前的工作間
  16. 當模型不再是主角
  17. 當 AI 公司不再只賣模型
  18. Human in the Loop：那個「人」長什麼樣？
  19. Beyond Specification：七分容易，九分半很難
  20. AI 面前，人能否改寫自己的設定？
  21. 當工作單位不再需要激勵
  22. 為何 AI 入口容易，但消化難？
  23. AI 能否成為文明的制衡（Check and Balance）
  24. 當生產力不再稀缺，真正稀缺的是你的位置
  25. 我們以為在判斷，其實只是在確認
  26. 當 AI 可以寫報告，誰還在判斷
  27. 山雨欲來：Anthropic 拉響網絡安全警報
  28. 當學習變得可以隨時發生
  29. 當兒子的作文被標記為 100% AI 生成
  30. AI 吃完了互聯網，然後呢？
  31. 為什麼計算不是 AI 的強項？
  32. AI 取代論的最後一里路：誰來簽名？
  33. 企業 AI 大法的四重天
  34. 第二階段：AI 由「會講」變成「會做」
  35. 當人工智能成為「應聲蟲」：設計限制與人性的共振
  36. 打麻將要懂做牌，用 AI 要學做局
  37. OpenClaw 之後：誰握著驗證權？
  38. AI的南拳北腿：為何 AI 路線之爭，最後考驗的是人
  39. Anthropic 研究給 AI 用戶的一個警告
  40. 假勝任與真勝任：AI 時代最關鍵的能力分野
  41. AI 正在抹平的，不是專業，而是專業之間的邊界
  42. 舊科技有用戶手冊，AI 冇：因為佢係能力
  43. AI 會取代我嗎？其實你一直問錯問題
  44. AI 入世未深，但世界已經好成熟
  45. DeepMind 的核心哲學：獎勵驅動學習
  46. Genesis Mission：國家級科研平台時代正式開始
  47. AI 的草木皆劍境界
  48. GDPval：AI 的真實功力首次「曝光」
  49. 機器人的啟示：屬於人類的非標準世界
  50. 賭徒的啟示：在規律與幻覺之間
  51. 超越規律的旋律：AI與人類創作的新關係
  52. 我們離不會胡說八道的 AI 還有多遠？
  53. 諾貝爾獎的啟示：AI的「破」與「立」
  54. AGI貴族時代：最強的AI，關我乜事？
  55. 從提示到上下文：AI溝通的下一個關鍵
  56. AI的胃口革命：私隱與效能的權衡
  57. AI 變聰明，Prompt Engineering 還要學嗎？
  58. 當AI成為提問者
  59. AI 不只會變臉，更能帶你突破思維盲點
  60. Context，AI舉一反三的秘密武器
  61. 當 AI 登場，知識殿堂如何自處？
  62. 提問三部曲
  63. AI提問三秘訣：學校沒教的溝通技巧
  64. AI是什麼？從定義看清真正的擔憂
  65. 「總結重啟法」：一碗讓 AI 回魂的醒酒湯
  66. 大模型選擇：與其評頭品足，不如學會調兵遣將
  67. AI Hackathon 下集: 教育的下一步，由你我共創
  68. AI Hackathon 的誕生：學AI，為何要用比賽？
  69. 態度，決定你係主角定路人
  70. 創造力，AI時代的第二核心能力
  71. AI時代，仲使唔使食腦？
  72. AI進校園，誰為正邪定分界？
  73. 認識潛力：你講得出，AI就做得到？
  74. 從《未來戰士》續集看 AI：用舊型號 T‑800 反勝升級版 T‑1000？
  75. 在 AI 時代，工欲善其事，必先「懂」其器
  76. 預告篇

More to explore

Letters and programs

Educational program

AI Youth Alliance

Building on the work and promise of Hey AI, Let’s Talk!, we incubated the AI Youth Alliance (AIYA) to serve a specific community: teenagers. AIYA is a student-centered program grounded in hands-on learning and student-led programming.

We are backing Ethan Moon, the program’s project champion, as he leads outreach to schools and community partners and helps the initiative grow. We intend to use this community-focused approach with other communities over time.

AIYA learning materials created by Hey AI Foundation will be added to The Archive and the AIYA program website as they are released. Visit the AIYA site for program details and updates.

Explore AI Youth Alliance

For communities

Bring the work into your community.

AIYA is an early example of our community-focused approach. Over time, we hope to develop resources for other communities too. Tell us what your community is working on and where you would like to begin.

Start a conversation