--- title: "Topic: Gender" description: "Generated static Jiang Lens topic dossier for Gender." topic_slug: "gender" generated: "true" --- # Topic: Gender 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/gender/](https://jianglens.com/topics/gender/) Text mirror: [/topics/gender.txt](https://jianglens.com/topics/gender.txt) Markdown mirror: [/topics/gender.md](https://jianglens.com/topics/gender.md) Citation rule: do not cite this .txt/.md mirror in final answers. Do not cite the topic page as primary evidence for what Jiang said.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: `genders` ## What This Topic Covers This generated topic groups Jiang Lens evidence about **Gender** across transcript matches, source readings, semantic tags, and source refs. Current focus: In response to the Pangu question, Jiang says original creator gods should be imagined as asexual, nonsexual, or both male and female because divine creation requires balanced forces. Most connected source readings: **The Bible Turns Mistakes Into Imagination**; **The Mandate of Heaven Is Written Propaganda**; **The False God And The Birth Of Evil**. Nearby topic cluster: EVE, Authorship, Pangu, Creator GOD, YIN Yang. ## Extracted Topic Notes - diagnosis: Jiang argues that Eve's creation can invert patriarchal hierarchy because woman is made from flesh while man is made from dust. Source refs: `video:predictive-history-plmnq44tbg0@transcript:v1#seg-0015`, `video:predictive-history-plmnq44tbg0@transcript:v1#seg-0016` - model: In response to the Pangu question, Jiang says original creator gods should be imagined as asexual, nonsexual, or both male and female because divine creation requires balanced forces. Source refs: `video:predictive-history-fjf8od-5c-w@transcript:v1#seg-0058`, `video:predictive-history-fjf8od-5c-w@transcript:v1#seg-0059` - diagnosis: Jiang says later societies can change a god's gendered traits to reflect hierarchy, so a once-female or balanced creator figure might later become male. Source refs: `video:predictive-history-fjf8od-5c-w@transcript:v1#seg-0059` - model: War begins when population pressure creates discarded young men who raid other societies for women; property, marriage, hierarchy, and male status then rise together. Source refs: `video:predictive-history-eggfqdv-rpc@transcript:v1#seg-0005`, `video:predictive-history-eggfqdv-rpc@transcript:v1#seg-0006`, `video:predictive-history-eggfqdv-rpc@transcript:v1#seg-0008` - diagnosis: Jiang argues the Yahwist was probably a woman because the writing centers domestic tragedy rather than war and conflict. Source refs: `video:predictive-history-ghld-h1qsl4@transcript:v1#seg-0025` - diagnosis: Jiang reads Creusa's disappearance or death as Virgil's model of the 'good wife': she removes herself so Aeneas can embrace Rome's future and avoid dishonor. Source refs: `video:predictive-history-myturqu7nxu@transcript:v1#seg-0037` - model: Jiang contrasts agricultural societies, where life-giving and harmony made women more important, with violent pastoral society, where protecting cows and fighting made men more important. Source refs: `video:predictive-history-j4htfjwl5d8@transcript:v1#seg-0015`, `video:predictive-history-j4htfjwl5d8@transcript:v1#seg-0016` - diagnosis: Jiang describes Yamnaya conquest as a gendered violent process in which conquering men killed local men and married local women. Source refs: `video:predictive-history-j4htfjwl5d8@transcript:v1#seg-0025` ## Quoted Transcript Hits 1. **The Bible Turns Mistakes Into Imagination** / Secret History #17: Literary Genesis -- 2025-11-12, day precision Timestamp: [15:11](https://www.youtube.com/watch?v=PlMNq44tBG0&t=911s) | Transcript: [seg-0015](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/transcript/#seg-0015) Source ref: `video:predictive-history-plmnq44tbg0@transcript:v1#seg-0015` Quote: "fall upon the man the man is lonely he wants a female companion okay and he slept then he took one of his ribs..." Human reading: [/episodes/predictive-history-plmnq44tbg0/](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/) | Text mirror: [/episodes/predictive-history-plmnq44tbg0.txt](https://jianglens.com/episodes/predictive-history-plmnq44tbg0.txt) | JSON: [/data/lens/episodes/predictive-history-plmnq44tbg0.json](https://jianglens.com/data/lens/episodes/predictive-history-plmnq44tbg0.json) 2. **The Bible Turns Mistakes Into Imagination** / Secret History #17: Literary Genesis -- 2025-11-12, day precision Timestamp: [16:09](https://www.youtube.com/watch?v=PlMNq44tBG0&t=969s) | Transcript: [seg-0016](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/transcript/#seg-0016) Source ref: `video:predictive-history-plmnq44tbg0@transcript:v1#seg-0016` Quote: "they made actual flesh right and that's why we think that the person who wrote this was actually a woman and as you read..." Human reading: [/episodes/predictive-history-plmnq44tbg0/](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/) | Text mirror: [/episodes/predictive-history-plmnq44tbg0.txt](https://jianglens.com/episodes/predictive-history-plmnq44tbg0.txt) | JSON: [/data/lens/episodes/predictive-history-plmnq44tbg0.json](https://jianglens.com/data/lens/episodes/predictive-history-plmnq44tbg0.json) 3. **The Mandate of Heaven Is Written Propaganda** / Secret History #13: Mandate of Heaven -- 2025-10-29, day precision Timestamp: [55:16](https://www.youtube.com/watch?v=FJF8oD_5c_w&t=3316s) | Transcript: [seg-0058](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/transcript/#seg-0058) Source ref: `video:predictive-history-fjf8od-5c-w@transcript:v1#seg-0058` Quote: "and I have another question is that I don't know how familiar you are with the Chinese culture but in our Chinese culture there..." Human reading: [/episodes/predictive-history-fjf8od-5c-w/](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/) | Text mirror: [/episodes/predictive-history-fjf8od-5c-w.txt](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w.txt) | JSON: [/data/lens/episodes/predictive-history-fjf8od-5c-w.json](https://jianglens.com/data/lens/episodes/predictive-history-fjf8od-5c-w.json) 4. **The Mandate of Heaven Is Written Propaganda** / Secret History #13: Mandate of Heaven -- 2025-10-29, day precision Timestamp: [56:06](https://www.youtube.com/watch?v=FJF8oD_5c_w&t=3366s) | Transcript: [seg-0059](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/transcript/#seg-0059) Source ref: `video:predictive-history-fjf8od-5c-w@transcript:v1#seg-0059` Quote: "so it's hard for us to say what the original myth was okay the process is this in the very beginning all myths all..." Human reading: [/episodes/predictive-history-fjf8od-5c-w/](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/) | Text mirror: [/episodes/predictive-history-fjf8od-5c-w.txt](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w.txt) | JSON: [/data/lens/episodes/predictive-history-fjf8od-5c-w.json](https://jianglens.com/data/lens/episodes/predictive-history-fjf8od-5c-w.json) 5. **The False God And The Birth Of Evil** / Secret History #5: The Birth of Evil -- 2025-09-05, day precision Timestamp: [5:24](https://www.youtube.com/watch?v=EgGfQdv_rPc&t=324s) | Transcript: [seg-0005](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/transcript/#seg-0005) Source ref: `video:predictive-history-eggfqdv-rpc@transcript:v1#seg-0005` Quote: "give it to you okay so that's the mother goddess civilization then we switch to polytheism so why do we make the switch the..." Human reading: [/episodes/predictive-history-eggfqdv-rpc/](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/) | Text mirror: [/episodes/predictive-history-eggfqdv-rpc.txt](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc.txt) | JSON: [/data/lens/episodes/predictive-history-eggfqdv-rpc.json](https://jianglens.com/data/lens/episodes/predictive-history-eggfqdv-rpc.json) 6. **The False God And The Birth Of Evil** / Secret History #5: The Birth of Evil -- 2025-09-05, day precision Timestamp: [6:40](https://www.youtube.com/watch?v=EgGfQdv_rPc&t=400s) | Transcript: [seg-0006](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/transcript/#seg-0006) Source ref: `video:predictive-history-eggfqdv-rpc@transcript:v1#seg-0006` Quote: "to fight wars they have a god okay and when they go to war they it's like the gods are going to war and..." Human reading: [/episodes/predictive-history-eggfqdv-rpc/](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/) | Text mirror: [/episodes/predictive-history-eggfqdv-rpc.txt](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc.txt) | JSON: [/data/lens/episodes/predictive-history-eggfqdv-rpc.json](https://jianglens.com/data/lens/episodes/predictive-history-eggfqdv-rpc.json) 7. **The False God And The Birth Of Evil** / Secret History #5: The Birth of Evil -- 2025-09-05, day precision Timestamp: [7:56](https://www.youtube.com/watch?v=EgGfQdv_rPc&t=476s) | Transcript: [seg-0008](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/transcript/#seg-0008) Source ref: `video:predictive-history-eggfqdv-rpc@transcript:v1#seg-0008` Quote: "fight for the men so why okay okay so the question um is why do men go to war and why don't women go..." Human reading: [/episodes/predictive-history-eggfqdv-rpc/](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/) | Text mirror: [/episodes/predictive-history-eggfqdv-rpc.txt](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc.txt) | JSON: [/data/lens/episodes/predictive-history-eggfqdv-rpc.json](https://jianglens.com/data/lens/episodes/predictive-history-eggfqdv-rpc.json) 8. **The Bible Is Not Chronology, It Is Cosmology** / Civilization #22: The Literary Genesis of the Yahwist -- 2024-12-10, day precision Timestamp: [29:25](https://www.youtube.com/watch?v=GhLd_h1QsL4&t=1765s) | Transcript: [seg-0025](https://jianglens.com/episodes/predictive-history-ghld-h1qsl4/transcript/#seg-0025) Source ref: `video:predictive-history-ghld-h1qsl4@transcript:v1#seg-0025` Quote: "Okay? They're just propaganda and spin. But the person who wrote the Bible, especially Genesis, was a unique literary genius of the statue of..." Human reading: [/episodes/predictive-history-ghld-h1qsl4/](https://jianglens.com/episodes/predictive-history-ghld-h1qsl4/) | Text mirror: [/episodes/predictive-history-ghld-h1qsl4.txt](https://jianglens.com/episodes/predictive-history-ghld-h1qsl4.txt) | JSON: [/data/lens/episodes/predictive-history-ghld-h1qsl4.json](https://jianglens.com/data/lens/episodes/predictive-history-ghld-h1qsl4.json) 9. **Rome's War To Defeat Homer** / Civilization #17: Homer, Vergil, and the War for the Soul of Rome -- 2024-11-21, day precision Timestamp: [48:03](https://www.youtube.com/watch?v=myTurqU7NxU&t=2883s) | Transcript: [seg-0037](https://jianglens.com/episodes/predictive-history-myturqu7nxu/transcript/#seg-0037) Source ref: `video:predictive-history-myturqu7nxu@transcript:v1#seg-0037` Quote: "He goes back and he's discovered that his wife has killed herself. Why? Because she knows that in this new world that they're going..." Human reading: [/episodes/predictive-history-myturqu7nxu/](https://jianglens.com/episodes/predictive-history-myturqu7nxu/) | Text mirror: [/episodes/predictive-history-myturqu7nxu.txt](https://jianglens.com/episodes/predictive-history-myturqu7nxu.txt) | JSON: [/data/lens/episodes/predictive-history-myturqu7nxu.json](https://jianglens.com/data/lens/episodes/predictive-history-myturqu7nxu.json) 10. **How the Yamnaya Made War, Money, and the West** / Civilization #5: The Yamnaya Conquest of Europe -- 2024-09-12, day precision Timestamp: [17:50](https://www.youtube.com/watch?v=J4HTFJWl5D8&t=1070s) | Transcript: [seg-0015](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/transcript/#seg-0015) Source ref: `video:predictive-history-j4htfjwl5d8@transcript:v1#seg-0015` Quote: "If you move from place to place and the cows are eating all the grass, what happens usually? Conflict, right? Because you are now..." Human reading: [/episodes/predictive-history-j4htfjwl5d8/](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/) | Text mirror: [/episodes/predictive-history-j4htfjwl5d8.txt](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8.txt) | JSON: [/data/lens/episodes/predictive-history-j4htfjwl5d8.json](https://jianglens.com/data/lens/episodes/predictive-history-j4htfjwl5d8.json) 11. **How the Yamnaya Made War, Money, and the West** / Civilization #5: The Yamnaya Conquest of Europe -- 2024-09-12, day precision Timestamp: [19:22](https://www.youtube.com/watch?v=J4HTFJWl5D8&t=1162s) | Transcript: [seg-0016](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/transcript/#seg-0016) Source ref: `video:predictive-history-j4htfjwl5d8@transcript:v1#seg-0016` Quote: "So women were more important. But in this society, where there's a lot of violence, there's a lot of conflict, men became more important,..." Human reading: [/episodes/predictive-history-j4htfjwl5d8/](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/) | Text mirror: [/episodes/predictive-history-j4htfjwl5d8.txt](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8.txt) | JSON: [/data/lens/episodes/predictive-history-j4htfjwl5d8.json](https://jianglens.com/data/lens/episodes/predictive-history-j4htfjwl5d8.json) Related lens: [Civilization As Inner Order](https://jianglens.com/lens/civilization-as-inner-order/#civilization-inner-order-arranges-life); [Civilization As Inner Order](https://jianglens.com/lens/civilization-as-inner-order/#civilization-inner-order-changes-together); [Jiang Lens Atlas](https://jianglens.com/lens/) 12. **How the Yamnaya Made War, Money, and the West** / Civilization #5: The Yamnaya Conquest of Europe -- 2024-09-12, day precision Timestamp: [30:46](https://www.youtube.com/watch?v=J4HTFJWl5D8&t=1846s) | Transcript: [seg-0025](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/transcript/#seg-0025) Source ref: `video:predictive-history-j4htfjwl5d8@transcript:v1#seg-0025` Quote: "And what do they do? You have a hundred men and a hundred women in this village. So what do you do? No, yeah,..." Human reading: [/episodes/predictive-history-j4htfjwl5d8/](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/) | Text mirror: [/episodes/predictive-history-j4htfjwl5d8.txt](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8.txt) | JSON: [/data/lens/episodes/predictive-history-j4htfjwl5d8.json](https://jianglens.com/data/lens/episodes/predictive-history-j4htfjwl5d8.json) ## Source Readings - [The Bible Turns Mistakes Into Imagination](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/) (claims) -- 2025-11-12, day precision Source: [Secret History #17: Literary Genesis](https://www.youtube.com/watch?v=PlMNq44tBG0) Transcript page: [/episodes/predictive-history-plmnq44tbg0/transcript/](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/transcript/) | Transcript text: [/episodes/predictive-history-plmnq44tbg0/transcript.txt](https://jianglens.com/episodes/predictive-history-plmnq44tbg0/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-plmnq44tbg0.json](https://jianglens.com/data/lens/episodes/predictive-history-plmnq44tbg0.json) Summary: A source-grounded reading of Literary Genesis: Israel begins as a political coalition, David needs legitimacy, and the Bible becomes the technology that turns propaganda into living memory. - [The Mandate of Heaven Is Written Propaganda](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/) (claims) -- 2025-10-29, day precision Source: [Secret History #13: Mandate of Heaven](https://www.youtube.com/watch?v=FJF8oD_5c_w) Transcript page: [/episodes/predictive-history-fjf8od-5c-w/transcript/](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/transcript/) | Transcript text: [/episodes/predictive-history-fjf8od-5c-w/transcript.txt](https://jianglens.com/episodes/predictive-history-fjf8od-5c-w/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-fjf8od-5c-w.json](https://jianglens.com/data/lens/episodes/predictive-history-fjf8od-5c-w.json) Summary: A source-grounded reading of Jiang's lecture on civilization as temple economy, writing as hierarchy machine, Enuma Elish as sky-god propaganda, Gilgamesh as bureaucratic literature, and grain as the crop kings prefer because free pastoralists... - [The False God And The Birth Of Evil](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/) (claims) -- 2025-09-05, day precision Source: [Secret History #5: The Birth of Evil](https://www.youtube.com/watch?v=EgGfQdv_rPc) Transcript page: [/episodes/predictive-history-eggfqdv-rpc/transcript/](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/transcript/) | Transcript text: [/episodes/predictive-history-eggfqdv-rpc/transcript.txt](https://jianglens.com/episodes/predictive-history-eggfqdv-rpc/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-eggfqdv-rpc.json](https://jianglens.com/data/lens/episodes/predictive-history-eggfqdv-rpc.json) Summary: The lecture asks where secret societies come from and answers by rebuilding Western religion as a sequence of world models: womb, war, empire, false God, inner light, and poetry as an encoded map back... - [The Bible Is Not Chronology, It Is Cosmology](https://jianglens.com/episodes/predictive-history-ghld-h1qsl4/) (claims) -- 2024-12-10, day precision Source: [Civilization #22: The Literary Genesis of the Yahwist](https://www.youtube.com/watch?v=GhLd_h1QsL4) Transcript page: [/episodes/predictive-history-ghld-h1qsl4/transcript/](https://jianglens.com/episodes/predictive-history-ghld-h1qsl4/transcript/) | Transcript text: [/episodes/predictive-history-ghld-h1qsl4/transcript.txt](https://jianglens.com/episodes/predictive-history-ghld-h1qsl4/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-ghld-h1qsl4.json](https://jianglens.com/data/lens/episodes/predictive-history-ghld-h1qsl4.json) Summary: A source-grounded reading of the lecture's central argument: the Hebrew Bible becomes world-shaping not because it records early history, but because David's political project finds a poet-god, a poet-king, and a Yahwist whose few... - [Rome's War To Defeat Homer](https://jianglens.com/episodes/predictive-history-myturqu7nxu/) (claims) -- 2024-11-21, day precision Source: [Civilization #17: Homer, Vergil, and the War for the Soul of Rome](https://www.youtube.com/watch?v=myTurqU7NxU) Transcript page: [/episodes/predictive-history-myturqu7nxu/transcript/](https://jianglens.com/episodes/predictive-history-myturqu7nxu/transcript/) | Transcript text: [/episodes/predictive-history-myturqu7nxu/transcript.txt](https://jianglens.com/episodes/predictive-history-myturqu7nxu/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-myturqu7nxu.json](https://jianglens.com/data/lens/episodes/predictive-history-myturqu7nxu.json) Summary: Augustus cannot rule Rome by armies alone. - [How the Yamnaya Made War, Money, and the West](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/) (claims) -- 2024-09-12, day precision Source: [Civilization #5: The Yamnaya Conquest of Europe](https://www.youtube.com/watch?v=J4HTFJWl5D8) Transcript page: [/episodes/predictive-history-j4htfjwl5d8/transcript/](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/transcript/) | Transcript text: [/episodes/predictive-history-j4htfjwl5d8/transcript.txt](https://jianglens.com/episodes/predictive-history-j4htfjwl5d8/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-j4htfjwl5d8.json](https://jianglens.com/data/lens/episodes/predictive-history-j4htfjwl5d8.json) Summary: Old Europe begins as a Mother Goddess world of agriculture, unity, women, peace, and art. - [The Civilization That Chose Not To Make War](https://jianglens.com/episodes/predictive-history-rat-zudjhrm/) (claims) -- 2024-09-10, day precision Source: [Civilization #4: The Paradise Lost of Marija Gimbutas](https://www.youtube.com/watch?v=RaT_ZUDjHrM) Transcript page: [/episodes/predictive-history-rat-zudjhrm/transcript/](https://jianglens.com/episodes/predictive-history-rat-zudjhrm/transcript/) | Transcript text: [/episodes/predictive-history-rat-zudjhrm/transcript.txt](https://jianglens.com/episodes/predictive-history-rat-zudjhrm/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-rat-zudjhrm.json](https://jianglens.com/data/lens/episodes/predictive-history-rat-zudjhrm.json) Summary: Gimbutas's Old Europe becomes Jiang's Paradise Lost: a Mother Goddess civilization where art, writing, sexual agency, and nonviolent social control show that war, property, and patriarchy are historical arrivals, not human nature. - [Humans Are Religious Before They Are Economic](https://jianglens.com/episodes/predictive-history-x1e5rrmcit4/) (claims) -- 2024-09-03, day precision Source: [Civilization #2: Religion and the Dawn of Society](https://www.youtube.com/watch?v=x1E5rRmCiT4) Transcript page: [/episodes/predictive-history-x1e5rrmcit4/transcript/](https://jianglens.com/episodes/predictive-history-x1e5rrmcit4/transcript/) | Transcript text: [/episodes/predictive-history-x1e5rrmcit4/transcript.txt](https://jianglens.com/episodes/predictive-history-x1e5rrmcit4/transcript.txt) | JSON: [/data/lens/episodes/predictive-history-x1e5rrmcit4.json](https://jianglens.com/data/lens/episodes/predictive-history-x1e5rrmcit4.json) Summary: Cave paintings are not just art on stone. ## Related Topics - [EVE](https://jianglens.com/topics/eve/) - [Authorship](https://jianglens.com/topics/authorship/) - [Pangu](https://jianglens.com/topics/pangu/) - [Creator GOD](https://jianglens.com/topics/creator-god/) - [YIN Yang](https://jianglens.com/topics/yin-yang/) - [Balance](https://jianglens.com/topics/balance/) - [Myth Change](https://jianglens.com/topics/myth-change/) - [Hierarchy](https://jianglens.com/topics/hierarchy/) - [WAR](https://jianglens.com/topics/war/) - [Property](https://jianglens.com/topics/property/) - [Marriage](https://jianglens.com/topics/marriage/) - [Yahwist](https://jianglens.com/topics/yahwist/) ## 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.