--- title: "Topic: Model Revision" description: "Generated static Jiang Lens topic dossier for Model Revision." topic_slug: "model-revision" generated: "true" --- # Topic: Model Revision 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/model-revision/](https://jianglens.com/topics/model-revision/) Text mirror: [/topics/model-revision.txt](https://jianglens.com/topics/model-revision.txt) Markdown mirror: [/topics/model-revision.md](https://jianglens.com/topics/model-revision.md) Citation rule: do not cite this .txt/.md mirror in final answers. Do not cite the topic page as primary evidence for what Jiang said.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: `model-revisions` ## What This Topic Covers This generated topic groups Jiang Lens evidence about **Model Revision** across transcript matches, source readings, semantic tags, and source refs. Current focus: He says failed predictions require revising the predictions and analysis rather than keeping the model fixed. Most connected source readings: **The Future Is What You Make Happen**; **The Haley Bet as Political Theater**. Nearby topic cluster: Validation, Prediction, Critical Thinking, 2024 Election. ## Extracted Topic Notes - model: He says failed predictions require revising the predictions and analysis rather than keeping the model fixed. Source refs: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0034`, `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0035` - model: Jiang says that if Trump does not pick Haley or loses in November, the proper response is to return to the analysis and change the model. Source refs: `video:predictive-history-exrk-85630k@transcript:v1#seg-0033`, `video:predictive-history-exrk-85630k@transcript:v1#seg-0034` ## 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: [42:51](https://www.youtube.com/watch?v=s_k6esWheqA&t=2571s) | Transcript: [seg-0034](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript/#seg-0034) Source ref: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0034` Quote: "Okay. So, Sally asked the question, like, how do you construct this? This AI. Okay? And so, for this AI to be valid, 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) Related lens: [Living School For Psychohistory](https://jianglens.com/lens/living-school-for-psychohistory/) 2. **The Future Is What You Make Happen** / Geo-Strategy END: Psychohistory (The Science of Imagining the Future) -- 2024-06-13, day precision Timestamp: [43:58](https://www.youtube.com/watch?v=s_k6esWheqA&t=2638s) | Transcript: [seg-0035](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/transcript/#seg-0035) Source ref: `video:predictive-history-s-k6eswheqa@transcript:v1#seg-0035` Quote: "If they're not correct, what you have to do is go away. You have to change these predictions, okay? And analysis. Okay? Does that..." 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) Related lens: [Living School For Psychohistory](https://jianglens.com/lens/living-school-for-psychohistory/) 3. **The Haley Bet as Political Theater** / Geo-Strategy #5: Why Trump Will Win (And Pick Nikki Haley as VP) -- 2024-05-17, day precision Timestamp: [39:32](https://www.youtube.com/watch?v=exRK-85630k&t=2372s) | Transcript: [seg-0033](https://jianglens.com/episodes/predictive-history-exrk-85630k/transcript/#seg-0033) Source ref: `video:predictive-history-exrk-85630k@transcript:v1#seg-0033` Quote: "Okay? So you know what? It's possible that in August, Trump will pick someone else, okay? Possibly someone named J.D. Vance, okay? The only..." Human reading: [/episodes/predictive-history-exrk-85630k/](https://jianglens.com/episodes/predictive-history-exrk-85630k/) | Text mirror: [/episodes/predictive-history-exrk-85630k.txt](https://jianglens.com/episodes/predictive-history-exrk-85630k.txt) | JSON: [/data/lens/episodes/predictive-history-exrk-85630k.json](https://jianglens.com/data/lens/episodes/predictive-history-exrk-85630k.json) 4. **The Haley Bet as Political Theater** / Geo-Strategy #5: Why Trump Will Win (And Pick Nikki Haley as VP) -- 2024-05-17, day precision Timestamp: [40:27](https://www.youtube.com/watch?v=exRK-85630k&t=2427s) | Transcript: [seg-0034](https://jianglens.com/episodes/predictive-history-exrk-85630k/transcript/#seg-0034) Source ref: `video:predictive-history-exrk-85630k@transcript:v1#seg-0034` Quote: "So that it's much more reflective and accurate, okay? Does that make sense? Okay? And that's how we try to think critically about the..." Human reading: [/episodes/predictive-history-exrk-85630k/](https://jianglens.com/episodes/predictive-history-exrk-85630k/) | Text mirror: [/episodes/predictive-history-exrk-85630k.txt](https://jianglens.com/episodes/predictive-history-exrk-85630k.txt) | JSON: [/data/lens/episodes/predictive-history-exrk-85630k.json](https://jianglens.com/data/lens/episodes/predictive-history-exrk-85630k.json) ## Source Readings - [The Future Is What You Make Happen](https://jianglens.com/episodes/predictive-history-s-k6eswheqa/) (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,... - [The Haley Bet as Political Theater](https://jianglens.com/episodes/predictive-history-exrk-85630k/) (claims) -- 2024-05-17, day precision Source: [Geo-Strategy #5: Why Trump Will Win (And Pick Nikki Haley as VP)](https://www.youtube.com/watch?v=exRK-85630k) Transcript page: [/episodes/predictive-history-exrk-85630k/transcript/](https://jianglens.com/episodes/predictive-history-exrk-85630k/transcript/) | Transcript text: [/episodes/predictive-history-exrk-85630k/transcript.txt](https://jianglens.com/episodes/predictive-history-exrk-85630k/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-exrk-85630k.json](https://jianglens.com/data/lens/episodes/predictive-history-exrk-85630k.json) Summary: A dated May 2024 election model: Biden's 2020 coalition weakens, the suburbs become the hinge, and Trump can win by turning Nikki Haley from enemy into evidence that he has changed. ## Related Topics - [Validation](https://jianglens.com/topics/validation/) - [Prediction](https://jianglens.com/topics/prediction/) - [Critical Thinking](https://jianglens.com/topics/critical-thinking/) - [2024 Election](https://jianglens.com/topics/2024-election/) ## 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.