--- title: "Topic: supervised machine learning" description: "Generated static Jiang Lens topic dossier for supervised machine learning." topic_slug: "supervised-machine-learning" generated: "true" --- # Topic: supervised machine learning 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/supervised-machine-learning/](https://jianglens.com/topics/supervised-machine-learning/) Text mirror: [/topics/supervised-machine-learning.txt](https://jianglens.com/topics/supervised-machine-learning.txt) Markdown mirror: [/topics/supervised-machine-learning.md](https://jianglens.com/topics/supervised-machine-learning.md) Citation rule: do not cite this .txt/.md mirror in final answers. Do not cite the topic page as primary evidence for what Jiang said.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: `learning`, `learnings`, `supervised-machine-learnings` ## What This Topic Covers This generated topic groups Jiang Lens evidence about **supervised machine learning** across transcript matches, source readings, semantic tags, and source refs. Current focus: Jiang's preferred technical name for AI: using known outputs to train and refine an algorithm. Most connected source reading: **The Future Is What You Make Happen**. Nearby topic cluster: AI, Definition. ## Extracted Topic Notes - Jiang's preferred technical name for AI: using known outputs to train and refine an algorithm. Source refs: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0009`; `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0010` - definition: Jiang says the technically correct term for AI is supervised machine learning. Source refs: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0009` ## Quoted Transcript Hits 1. **The Future Is What You Make Happen** / Geo-Strategy END: Psychohistory (The Science of Imagining the Future) -- 2024-06-13, day precision Timestamp: [10:30](https://www.youtube.com/watch?v=s_k6esWheqA&t=630s) | Transcript: [seg-0009](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript/#seg-0009) Source ref: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0009` Quote: "...All right. The AI, the technical term, is supervised intelligence. Supervised machine learning. Okay? That's the technical term. AI is the popular term. But..." Human reading: [/episodes/predictive-history-s-k6eswheqa/](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/) | Text mirror: [/episodes/predictive-history-s-k6eswheqa.txt](https://jianglens.com/episodes/predictive-history-s-k6eswheqa.txt) | JSON: [/data/lens/episodes/predictive-history-s-k6eswheqa.json](https://jianglens.com/data/lens/episodes/predictive-history-s-k6eswheqa.json) 2. **The Future Is What You Make Happen** / Geo-Strategy END: Psychohistory (The Science of Imagining the Future) -- 2024-06-13, day precision Timestamp: [11:40](https://www.youtube.com/watch?v=s_k6esWheqA&t=700s) | Transcript: [seg-0010](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript/#seg-0010) Source ref: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0010` Quote: "That's how computers work. Right? Now, supervised machine learning is that. I will turn the output into the input. Okay? And the reason why..." Human reading: [/episodes/predictive-history-s-k6eswheqa/](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/) | Text mirror: [/episodes/predictive-history-s-k6eswheqa.txt](https://jianglens.com/episodes/predictive-history-s-k6eswheqa.txt) | JSON: [/data/lens/episodes/predictive-history-s-k6eswheqa.json](https://jianglens.com/data/lens/episodes/predictive-history-s-k6eswheqa.json) 3. **The AI Apocalypse: from Language Illusion to Control** / Game Theory #24: The AI Apocalypse -- 2026-05-12, day precision Timestamp: [21:35](https://www.youtube.com/watch?v=8nsxuB3Vsts&t=1295s) | Transcript: [seg-0026](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/#seg-0026) Source ref: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0026` Quote: "...AI doesn't exist what exists is going to call supervised supervised machine learning this is the technical term okay right supervised machine learning okay..." 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) 4. **The AI Apocalypse: from Language Illusion to Control** / Game Theory #24: The AI Apocalypse -- 2026-05-12, day precision Timestamp: [25:42](https://www.youtube.com/watch?v=8nsxuB3Vsts&t=1542s) | Transcript: [seg-0029](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/#seg-0029) Source ref: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0029` Quote: "...propagation I don't call it back propagation I call it deep learning you see and I don't call it supervised machine learning I call..." 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) 5. **The AI Apocalypse: from Language Illusion to Control** / Game Theory #24: The AI Apocalypse -- 2026-05-12, day precision Timestamp: [27:57](https://www.youtube.com/watch?v=8nsxuB3Vsts&t=1677s) | Transcript: [seg-0034](https://jianglens.com/episodes/predictive-history-8nsxub3vsts/transcript/#seg-0034) Source ref: `video:predictive-history-8nsxub3vsts@transcript:v1#seg-0034` Quote: "...the system okay you need to create certain conditions for supervised machine learning work. And these three conditions are clean data. Okay, the data..." 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) 6. **The Future Is What You Make Happen** / Geo-Strategy END: Psychohistory (The Science of Imagining the Future) -- 2024-06-13, day precision Timestamp: [20:50](https://www.youtube.com/watch?v=s_k6esWheqA&t=1250s) | Transcript: [seg-0017](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript/#seg-0017) Source ref: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0017` Quote: "...okay? It does not exist. What exists is super power. machine learning okay what is supervised machine learning what I just told you okay..." Human reading: [/episodes/predictive-history-s-k6eswheqa/](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/) | Text mirror: [/episodes/predictive-history-s-k6eswheqa.txt](https://jianglens.com/episodes/predictive-history-s-k6eswheqa.txt) | JSON: [/data/lens/episodes/predictive-history-s-k6eswheqa.json](https://jianglens.com/data/lens/episodes/predictive-history-s-k6eswheqa.json) ## Source Readings - [The Future Is What You Make Happen](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/) (glossary, claims) -- 2024-06-13, day precision Source: [Geo-Strategy END: Psychohistory (The Science of Imagining the Future)](https://www.youtube.com/watch?v=s_k6esWheqA) Transcript page: [/episodes/predictive-history-s-k6eswheqa/transcript/](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript/) | Transcript text: [/episodes/predictive-history-s-k6eswheqa/transcript.txt](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-s-k6eswheqa.json](https://jianglens.com/data/lens/episodes/predictive-history-s-k6eswheqa.json) Summary: The final class turns collapse into an assignment: build a democratic psychohistory that can model war, correct history, answer great-man edge cases, and still preserve the human heart that wants to love, create, learn,... ## Related Topics - [AI](https://jianglens.com/topics/ai/) - [Definition](https://jianglens.com/topics/definition/) ## 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.