--- title: "Topic: Textbook" description: "Generated static Jiang Lens topic dossier for Textbook." topic_slug: "textbook" generated: "true" --- # Topic: Textbook Generated static topic dossier for agents. Use this topic page as a routing and synthesis surface, not as primary evidence for Jiang-spoken claims. Final answers should cite the source reading, transcript segment, source ref, and video timestamp linked below. Human topic page: [/topics/textbook/](https://jianglens.com/topics/textbook/) Text mirror: [/topics/textbook.txt](https://jianglens.com/topics/textbook.txt) Markdown mirror: [/topics/textbook.md](https://jianglens.com/topics/textbook.md) Citation rule: do not cite this .txt/.md mirror in final answers. Do not cite the topic page as primary evidence for what Jiang said. Cite human-readable source readings for generated summaries and lens context; cite transcript and video timestamp links below for Jiang-spoken quotations. Aliases: `textbooks` ## What This Topic Covers This generated topic groups Jiang Lens evidence about **Textbook** across transcript matches, source readings, semantic tags, and source refs. Current focus: Jiang plans a semester-long AI sequence using Karen Hao's journalism as core reading, with his own skeptical interpretation overriding his earlier neutral stance toward AI safety projects. Most connected source reading: **The AI Apocalypse: from Language Illusion to Control**. Nearby topic cluster: AI Course, Method. ## Extracted Topic Notes - model: Jiang plans a semester-long AI sequence using Karen Hao's journalism as core reading, with his own skeptical interpretation overriding his earlier neutral stance toward AI safety projects. Source refs: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0010`, `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0011`, `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0012` ## Quoted Transcript Hits 1. **The AI Apocalypse: from Language Illusion to Control** / Game Theory #24: The AI Apocalypse -- 2026-05-12, day precision Timestamp: [9:23](https://www.youtube.com/watch?v=8nsxuB3Vsts&t=563s) | Transcript: [seg-0010](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/#seg-0010) Source ref: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0010` Quote: "So this is a project I'll be working on, uh, in the future. And I'm really looking forward to presenting it to the world..." Human reading: [/episodes/predictive-history-8nsxub3vsts/](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/) | Text mirror: [/episodes/predictive-history-8nsxub3vsts.txt](https://jianglens.com/episodes/predictive-history-8nsxub3vsts.txt) | JSON: [/data/lens/episodes/predictive-history-8nsxub3vsts.json](https://jianglens.com/data/lens/episodes/predictive-history-8nsxub3vsts.json) 2. **The AI Apocalypse: from Language Illusion to Control** / Game Theory #24: The AI Apocalypse -- 2026-05-12, day precision Timestamp: [10:19](https://www.youtube.com/watch?v=8nsxuB3Vsts&t=619s) | Transcript: [seg-0011](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/#seg-0011) Source ref: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0011` Quote: "Okay. So feel free to ask questions, feel free to criticize me, feel free to stop me. I'm not clear. All right. So, um,..." Human reading: [/episodes/predictive-history-8nsxub3vsts/](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/) | Text mirror: [/episodes/predictive-history-8nsxub3vsts.txt](https://jianglens.com/episodes/predictive-history-8nsxub3vsts.txt) | JSON: [/data/lens/episodes/predictive-history-8nsxub3vsts.json](https://jianglens.com/data/lens/episodes/predictive-history-8nsxub3vsts.json) 3. **The AI Apocalypse: from Language Illusion to Control** / Game Theory #24: The AI Apocalypse -- 2026-05-12, day precision Timestamp: [10:58](https://www.youtube.com/watch?v=8nsxuB3Vsts&t=658s) | Transcript: [seg-0012](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/#seg-0012) Source ref: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0012` Quote: "Six years after my initial skepticism about OpenAI's, uh, altruism, I've come to firmly believe that OpenAI's mission to ensure AGI benefits all of..." Human reading: [/episodes/predictive-history-8nsxub3vsts/](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/) | Text mirror: [/episodes/predictive-history-8nsxub3vsts.txt](https://jianglens.com/episodes/predictive-history-8nsxub3vsts.txt) | JSON: [/data/lens/episodes/predictive-history-8nsxub3vsts.json](https://jianglens.com/data/lens/episodes/predictive-history-8nsxub3vsts.json) ## Source Readings - [The AI Apocalypse: from Language Illusion to Control](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/) (claims) -- 2026-05-12, day precision Source: [Game Theory #24: The AI Apocalypse](https://www.youtube.com/watch?v=8nsxuB3Vsts) Transcript page: [/episodes/predictive-history-8nsxub3vsts/transcript/](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/) | Transcript text: [/episodes/predictive-history-8nsxub3vsts/transcript.txt](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-8nsxub3vsts.json](https://jianglens.com/data/lens/episodes/predictive-history-8nsxub3vsts.json) Summary: The lecture starts by warning against overconfident certainty, then rewires from literary method to a hard model of AI: today’s systems are pattern-fitters optimized for compliance, so power becomes control over what counts as... ## Related Topics - [AI Course](https://jianglens.com/topics/ai-course/) - [Method](https://jianglens.com/topics/method/) ## Retrieval Notes This file is generated from Jiang Lens episode JSON, semantic tags, glossary terms, source refs, and transcript segment matches. It is not a manually authored canon page. For broader or missing-topic search, use the letter shards under /topics/index/ before falling back to the bulk transcript-search files.