MACHINE ASR ACCESSIBILITY AID
The_Relational_Database_of_Mithila_Panji.m4a
Timestamped machine output
- 0:00–0:30विश्वाव तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो त
- 0:30–0:32from a, well, a highly detailed manual.
- 0:32–0:36It's titled, Decoding the Ponji of Mythola Volume Two.
- 0:36–0:39And it's by Gajendra Thakur.
- 0:39–0:42And the mission for this deep dive, our goal today,
- 0:42–0:44is to basically crack the code of this thing.
- 0:44–0:48Right, because the Ponji is this ancient genealogical archive
- 0:48–0:49from the mythola region.
- 0:49–0:52Yeah, and we want to discover how an entire civilization
- 0:52–0:56managed to compress its, you know, its social, its intellectual,
- 0:56–0:59and its geographical memory into a format that reads
- 0:59–1:04less like a story and much more like a well like a highly complex relational database.
- 1:04–1:06Exactly. It's not a narrative history.
- 1:06–1:12No, it's not. So okay, let's unpack this because we are looking at a document that is simultaneously
- 1:13–1:18a memory map, a marriage guide, and a scholars index all rolled into one.
- 1:18–1:22Right. And to even start understanding it, you have to realize that most people make a huge
- 1:22–1:23mistake right out of the gate.
- 1:23–1:25Oh yeah, the modern bias.
- 1:25–1:29Exactly. The source highlights this perfectly. We tend to think of the panjee
- 1:29–1:32as a modern vertical family tree.
- 1:32–1:33Like a corporate org chart, right?
- 1:33–1:34Yes.
- 1:34–1:37Father at the top, son below him, grandson below him,
- 1:37–1:39just a straight vertical line.
- 1:39–1:40Right, which makes sense to us today.
- 1:40–1:41Sure.
- 1:41–1:43But the Panjee completely rejects that.
- 1:43–1:46What's fascinating here is that it doesn't just preserve
- 1:46–1:48father to son biology.
- 1:48–1:49It's so much more than that.
- 1:49–1:49It really is.
- 1:49–1:52It preserves memory on five distinct levels
- 1:52–1:53simultaneously.
- 1:53–1:54Wait, five levels?
- 1:54–1:55Yeah.
- 1:55–1:59Family, village, marriage, intellectual rank,
- 1:59–2:00and social prestige.
- 2:00–2:01Wow.
- 2:01–2:04So it's inherently relational, not chronological.
- 2:04–2:06I mean, that is just, it's a completely different way
- 2:06–2:07of thinking about identity.
- 2:07–2:09It is.
- 2:09–2:11A person might appear in one place in the text
- 2:11–2:15simply as a son, but then in another entirely different
- 2:15–2:17section, he appears as a father.
- 2:17–2:18Right.
- 2:18–2:21And in a third place, he's listed as part
- 2:21–2:23of his wife's maternal network.
- 2:23–2:24So he's not just sitting in one little box
- 2:24–2:25in a piece of paper.
- 2:25–2:27Exactly, he's a node.
- 2:27–2:29Right, so instead of a simple PDF document,
- 2:29–2:32the Pangee is like, I don't know,
- 2:32–2:34like early LinkedIn mixed with Google Maps.
- 2:34–2:36Oh, that is a great analogy.
- 2:36–2:38Just a giant web of nodes and connections.
- 2:38–2:39Yeah, exactly.
- 2:39–2:40I mean, for you listening,
- 2:40–2:43imagine trying to map your own life,
- 2:43–2:44not just by who your parents are,
- 2:44–2:46but by every town you've ever lived in.
- 2:46–2:47Right.
- 2:47–2:49Plus the entire network of your in-laws
- 2:49–2:51and all your professional titles
- 2:51–2:53all cross-referenced at the exact same time.
- 2:53–2:55It would be a massive amount of data.
- 2:55–2:56Huge.
- 2:56–2:58Which kind of brings us to the geography part, right?
- 2:58–2:59Yeah.
- 2:59–3:01Because building on that map analogy,
- 3:01–3:03if the Pangee is a map,
- 3:03–3:05we really need to know how to navigate it.
- 3:05–3:06You do.
- 3:06–3:09And the starting point is actually super surprising.
- 3:09–3:10Yeah, because it isn't a person.
- 3:10–3:11No, it's a place.
- 3:11–3:12Right.
- 3:12–3:14The structural opening of the text,
- 3:14–3:16the way it actually starts,
- 3:16–3:19is with the phrase, a phala, ground.
- 3:19–3:21Which means now this village.
- 3:21–3:22Exactly.
- 3:22–3:26organizes all this massive data into village clusters.
- 3:26–3:28Like folders on a computer hard drive.
- 3:28–3:29Yes.
- 3:29–3:34So you have villages like Sarasabh or Jajival or Kanbala,
- 3:34–3:37and they aren't just casual locations
- 3:37–3:38where someone happened to live.
- 3:38–3:41They are the structural frame of the entire archive.
- 3:41–3:44Okay, wait, let me push back on this gently for a second.
- 3:44–3:45Sure.
- 3:45–3:47Because if I'm trying to look up my ancestor,
- 3:49–3:51shouldn't I just search their name?
- 3:51–3:53Like, why force the reader to enter through a village?
- 3:53–3:55It seems so inefficient.
- 3:55–3:57Well, it seems inefficient to us,
- 3:57–3:59but you have to look at the specific geography terms
- 3:59–4:00the Ponji uses.
- 4:00–4:01Yeah, like what?
- 4:01–4:04So it uses dye for an ancestral site,
- 4:04–4:06and vossy for a current residence.
- 4:06–4:09But the most important one is the mulgram.
- 4:09–4:09The original village.
- 4:09–4:10Exactly.
- 4:10–4:14In this society, a lineage is permanently tethered to the land.
- 4:14–4:16So even if they move, they don't lose that connection.
- 4:16–4:17Right.
- 4:17–4:19The villages are the nodes in the network.
- 4:19–4:21the family branches or the paths between them
- 4:21–4:23and the marriages are the bridges.
- 4:23–4:24Oh, I love that.
- 4:24–4:26Yeah, so if you strip away the geography,
- 4:26–4:30you actually lose the meaning of the lineage entirely.
- 4:30–4:32Because you lose the structural frame.
- 4:32–4:33Exactly, the identity is the place.
- 4:33–4:34Man, okay.
- 4:34–4:36So since you just brought up that marriages
- 4:36–4:39are the bridges between these village nodes.
- 4:39–4:39Yeah.
- 4:39–4:41Let's steer into how the Panji
- 4:41–4:43regulated those connections.
- 4:43–4:45Because this part is just wild to me.
- 4:45–4:46Oh, it's brilliant.
- 4:46–4:48The matric chakra.
- 4:48–4:49The maternal cycle.
- 4:49–4:51Yes, the maternal cycle is crucial.
- 4:51–4:53Because we always think of these ancient records
- 4:53–4:55as being totally patriarchal, right?
- 4:55–4:56Right, just men.
- 4:56–5:00But the source explains why that doesn't work here.
- 5:00–5:03A purely patriarchal genealogy is functionally useless
- 5:03–5:05for this society's main goal.
- 5:05–5:08Which was deciding lawful marriages.
- 5:08–5:08Exactly.
- 5:08–5:10To have socially recognized marriages,
- 5:10–5:12you have to avoid incest.
- 5:12–5:13You have to track bloodlines.
- 5:13–5:15You can't do that if you ignore the women.
- 5:15–5:16You absolutely cannot.
- 5:16–5:19The Panjhi tracks the horizontal web.
- 5:19–5:26It meticulously records how daughters, mothers, and marriage houses create this massive circle
- 5:26–5:27of connection.
- 5:27–5:29Give me an example, like the Dojitra, right?
- 5:29–5:31Yes, the Dojitra, the daughter's son.
- 5:31–5:35He is a critical bridge person in this system.
- 5:35–5:37Okay, so how does he work?
- 5:37–5:40Well, he belongs to a different paternal house, right?
- 5:40–5:42Because his mother married out.
- 5:42–5:44Right, he takes his father's village and...
- 5:44–5:45Name, exactly.
- 5:45–5:48But the Ponji of his mother's village still records him.
- 5:48–5:49Oh wow.
- 5:49–5:53Yeah, because he carries the remembered blood of his mother's lineage.
- 5:53–5:56So he literally bridges the two root systems.
- 5:56–5:56He does.
- 5:56–5:59He is the physical manifestation of that alliance.
- 5:59–6:00That is so cool.
- 6:00–6:02And it's not just biological bridges either, right?
- 6:02–6:03No, not at all.
- 6:03–6:06Because the archive is also tracking intellectual prestige.
- 6:06–6:07This is one of my favorite parts.
- 6:07–6:12Right, like you're reading along and suddenly there are these titles bedded right next to the names.
- 6:12–6:14Yes, titles like Mahamahopataya.
- 6:14–6:16The High Scholar.
- 6:16–6:20Exactly. Or, djotirvid, which means astronomer.
- 6:20–6:23And these aren't just like nice little decorative badges?
- 6:23–6:26No, they dictate the social hierarchy.
- 6:26–6:29The source notes that these titles explain exactly why
- 6:29–6:32a particular marriage connection mattered.
- 6:32–6:34Oh, so you marry into a family
- 6:34–6:37to get access to that scholarly prestige.
- 6:37–6:39Precisely. It was a currency.
- 6:39–6:42That is wild. I mean, think about that for a second.
- 6:42–6:44We so often think of history as just, you know,
- 6:44–6:46of kings and conquerors and wars.
- 6:46–6:47Right, military history.
- 6:47–6:48Yeah.
- 6:48–6:51But the Panji proves that this entire civilization
- 6:51–6:53saw history as the continuity of scholars.
- 6:53–6:54And rituals.
- 6:54–6:55And rituals.
- 6:55–6:59And crucially, the quiet, vital networks built by women.
- 6:59–7:02It completely flips the script on what ancient history
- 7:02–7:03is supposed to look like.
- 7:03–7:04It really does.
- 7:04–7:08But, okay, logistically speaking,
- 7:08–7:10now that we know what massive amounts of data
- 7:10–7:13the Panji holds, I mean, we're talking villages,
- 7:13–7:15maternal cycles, academic titles.
- 7:15–7:16It's a lot.
- 7:16–7:17It's an insane amount of data.
- 7:17–7:19How on earth did they write all this down
- 7:19–7:21without printing like a million pages?
- 7:21–7:22Well, they had to be incredibly efficient.
- 7:22–7:24They were using palm leaves.
- 7:24–7:26Right, palm leaves, you have zero space.
- 7:26–7:27So they developed a code?
- 7:27–7:30Okay, here's where it gets really interesting.
- 7:30–7:32The source calls it register grammar.
- 7:32–7:33Register grammar.
- 7:33–7:35It's basically a language of compression, right?
- 7:35–7:35Exactly.
- 7:35–7:37The Pangee is highly compressed.
- 7:37–7:39It doesn't read like a book.
- 7:39–7:40It skips verbs entirely.
- 7:40–7:42Wait, no verbs?
- 7:42–7:48Basically none. No explanatory sentences. It just uses specific connector words like Santati
- 7:48–7:53Yes, Santati and Apatya meaning descendants or suit for Sun
- 7:53–7:57So they are packing a whole paragraph of meaning into one tiny word, right?
- 7:57–8:01But that compression comes with a huge risk. Yeah hinge words. Yes
- 8:01–8:05The source breaks down this tiny but incredibly powerful word
- 8:05–8:09Sam spelled S-A-N. Okay. So what does sand do?
- 8:09–8:14Well, depending on the context, it can mean from or through or belonging to or even by
- 8:14–8:15marriage into.
- 8:15–8:16Oh, wow.
- 8:16–8:20So if you're a modern translator and you translate it mechanically without looking at the context,
- 8:20–8:22you completely corrupt the historical record.
- 8:22–8:23That's just terrifying.
- 8:23–8:24It really is.
- 8:24–8:29If you assume it means from when it actually meant by marriage into, you just placed
- 8:29–8:32a person in the completely wrong bloodline.
- 8:32–8:33You just fabricated a history.
- 8:33–8:40So it's really like reading raw HTML code or like extracting a ZIP file.
- 8:40–8:41That's a perfect way to look at it.
- 8:41–8:46Yeah, because if you just read the raw text without expanding the formulas in your head,
- 8:46–8:49it just looks like a broken, jumbled pile of names.
- 8:49–8:51Which brings up another major warning from the source.
- 8:51–8:53The repeating names.
- 8:53–8:54Yes.
- 8:54–8:57Names like Raghunath, Ganga or Keshav.
- 8:57–8:59They are everywhere.
- 8:59–9:03They repeat endlessly across generations, across villages.
- 9:03–9:08So if I see a Ragnarok on page 10 and another Ragnarok on page 50.
- 9:08–9:12You absolutely cannot just assume they're the same person and merge them.
- 9:12–9:13Right.
- 9:13–9:14You can't merge the nodes.
- 9:14–9:15No.
- 9:15–9:16You need a cluster of markers to prove identity.
- 9:16–9:17Like what?
- 9:17–9:22Like, you have to verify the father, the village, the title, and the specific numbers
- 9:22–9:23attached to them.
- 9:23–9:24Oh.
- 9:24–9:25The numbers.
- 9:25–9:26Let's talk about the numbers.
- 9:26–9:27Yeah.
- 9:27–9:28The numerical codes are fascinating.
- 9:28–9:36this text and suddenly there's a mysterious number in parentheses like 54 slash 03.
- 9:36–9:37Right.
- 9:37–9:38And notes labeled TEEP?
- 9:38–9:39Yeah, what are those?
- 9:39–9:44They are basically ancient cross references and editorial notes from previous record keepers.
- 9:44–9:45Like hyperlinks?
- 9:45–9:49Exactly like hyperlinks and this leads to the sources golden ethical rule.
- 9:49–9:52Do not delete what you do not understand.
- 9:52–9:53Never.
- 9:53–9:55A decoder's ultimate duty is to living memory.
- 9:55–9:56Right.
- 9:56–10:01a complex number or a really messy weird spelling of a village and you erase it just to make
- 10:01–10:03your translation look cleaner?
- 10:03–10:07You might accidentally sever a family's true ancestry forever.
- 10:07–10:09You might destroy the only link they have left.
- 10:09–10:11Wow, you just, you can't touch the raw data.
- 10:11–10:13You really can't.
- 10:13–10:14Man.
- 10:14–10:16So, to kind of summarize this whole journey.
- 10:16–10:17Yeah.
- 10:17–10:22We've unpacked a Panji today and it is definitely not just a dusty list of dead names.
- 10:22–10:23None at all.
- 10:23–10:27this vibrant, highly disciplined, relational database.
- 10:27–10:29Which is just incredible for the time period.
- 10:29–10:32Right, I mean, it mapped the DNA of an entire society
- 10:32–10:35through its villages, its mothers, its scholars,
- 10:35–10:37and this totally encrypted linguistic code.
- 10:37–10:41It really is a marvel of human memory preservation.
- 10:41–10:41It is.
- 10:41–10:42And you know, we want to leave you
- 10:42–10:45with one final thought to mull over today,
- 10:45–10:47building on that theme of memory preservation.
- 10:47–10:49Yeah, this is something that really stuck
- 10:49–10:50with me from the source.
- 10:50–10:57Right, because if the people of Mithila could compress the memory of an entire civilization
- 10:57–11:00into these highly structured, localized formulas.
- 11:00–11:03And ensure it survived for centuries.
- 11:03–11:08Exactly. It makes you wonder, what is the modern equivalent of our Pangee?
- 11:08–11:09That's the big question.
- 11:09–11:16Right, like will our endless, decentralized digital cloud data be as beautifully decipherable to
- 11:16–11:18some decoder hundreds of years from now?
- 11:18–11:19Or will it just be noise?
- 11:19–11:26Yeah. Or well, our total lack of a strict social grammar make our era the forgotten one.
- 11:26–11:30It's a scary thought. We have more data than ever, but maybe less structure.
- 11:30–11:33Exactly. Just because we have the cloud doesn't mean we have the memory.
- 11:33–11:33Well said.
- 11:34–11:37Something to think about, right? Anyway, that's all the time we have for today.
- 11:37–11:39Thanks for listening, everyone.
- 11:39–11:39See you next time.
Plain text
विश्वाव तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो तो त from a, well, a highly detailed manual. It's titled, Decoding the Ponji of Mythola Volume Two. And it's by Gajendra Thakur. And the mission for this deep dive, our goal today, is to basically crack the code of this thing. Right, because the Ponji is this ancient genealogical archive from the mythola region. Yeah, and we want to discover how an entire civilization managed to compress its, you know, its social, its intellectual, and its geographical memory into a format that reads less like a story and much more like a well like a highly complex relational database. Exactly. It's not a narrative history. No, it's not. So okay, let's unpack this because we are looking at a document that is simultaneously a memory map, a marriage guide, and a scholars index all rolled into one. Right. And to even start understanding it, you have to realize that most people make a huge mistake right out of the gate. Oh yeah, the modern bias. Exactly. The source highlights this perfectly. We tend to think of the panjee as a modern vertical family tree. Like a corporate org chart, right? Yes. Father at the top, son below him, grandson below him, just a straight vertical line. Right, which makes sense to us today. Sure. But the Panjee completely rejects that. What's fascinating here is that it doesn't just preserve father to son biology. It's so much more than that. It really is. It preserves memory on five distinct levels simultaneously. Wait, five levels? Yeah. Family, village, marriage, intellectual rank, and social prestige. Wow. So it's inherently relational, not chronological. I mean, that is just, it's a completely different way of thinking about identity. It is. A person might appear in one place in the text simply as a son, but then in another entirely different section, he appears as a father. Right. And in a third place, he's listed as part of his wife's maternal network. So he's not just sitting in one little box in a piece of paper. Exactly, he's a node. Right, so instead of a simple PDF document, the Pangee is like, I don't know, like early LinkedIn mixed with Google Maps. Oh, that is a great analogy. Just a giant web of nodes and connections. Yeah, exactly. I mean, for you listening, imagine trying to map your own life, not just by who your parents are, but by every town you've ever lived in. Right. Plus the entire network of your in-laws and all your professional titles all cross-referenced at the exact same time. It would be a massive amount of data. Huge. Which kind of brings us to the geography part, right? Yeah. Because building on that map analogy, if the Pangee is a map, we really need to know how to navigate it. You do. And the starting point is actually super surprising. Yeah, because it isn't a person. No, it's a place. Right. The structural opening of the text, the way it actually starts, is with the phrase, a phala, ground. Which means now this village. Exactly. organizes all this massive data into village clusters. Like folders on a computer hard drive. Yes. So you have villages like Sarasabh or Jajival or Kanbala, and they aren't just casual locations where someone happened to live. They are the structural frame of the entire archive. Okay, wait, let me push back on this gently for a second. Sure. Because if I'm trying to look up my ancestor, shouldn't I just search their name? Like, why force the reader to enter through a village? It seems so inefficient. Well, it seems inefficient to us, but you have to look at the specific geography terms the Ponji uses. Yeah, like what? So it uses dye for an ancestral site, and vossy for a current residence. But the most important one is the mulgram. The original village. Exactly. In this society, a lineage is permanently tethered to the land. So even if they move, they don't lose that connection. Right. The villages are the nodes in the network. the family branches or the paths between them and the marriages are the bridges. Oh, I love that. Yeah, so if you strip away the geography, you actually lose the meaning of the lineage entirely. Because you lose the structural frame. Exactly, the identity is the place. Man, okay. So since you just brought up that marriages are the bridges between these village nodes. Yeah. Let's steer into how the Panji regulated those connections. Because this part is just wild to me. Oh, it's brilliant. The matric chakra. The maternal cycle. Yes, the maternal cycle is crucial. Because we always think of these ancient records as being totally patriarchal, right? Right, just men. But the source explains why that doesn't work here. A purely patriarchal genealogy is functionally useless for this society's main goal. Which was deciding lawful marriages. Exactly. To have socially recognized marriages, you have to avoid incest. You have to track bloodlines. You can't do that if you ignore the women. You absolutely cannot. The Panjhi tracks the horizontal web. It meticulously records how daughters, mothers, and marriage houses create this massive circle of connection. Give me an example, like the Dojitra, right? Yes, the Dojitra, the daughter's son. He is a critical bridge person in this system. Okay, so how does he work? Well, he belongs to a different paternal house, right? Because his mother married out. Right, he takes his father's village and... Name, exactly. But the Ponji of his mother's village still records him. Oh wow. Yeah, because he carries the remembered blood of his mother's lineage. So he literally bridges the two root systems. He does. He is the physical manifestation of that alliance. That is so cool. And it's not just biological bridges either, right? No, not at all. Because the archive is also tracking intellectual prestige. This is one of my favorite parts. Right, like you're reading along and suddenly there are these titles bedded right next to the names. Yes, titles like Mahamahopataya. The High Scholar. Exactly. Or, djotirvid, which means astronomer. And these aren't just like nice little decorative badges? No, they dictate the social hierarchy. The source notes that these titles explain exactly why a particular marriage connection mattered. Oh, so you marry into a family to get access to that scholarly prestige. Precisely. It was a currency. That is wild. I mean, think about that for a second. We so often think of history as just, you know, of kings and conquerors and wars. Right, military history. Yeah. But the Panji proves that this entire civilization saw history as the continuity of scholars. And rituals. And rituals. And crucially, the quiet, vital networks built by women. It completely flips the script on what ancient history is supposed to look like. It really does. But, okay, logistically speaking, now that we know what massive amounts of data the Panji holds, I mean, we're talking villages, maternal cycles, academic titles. It's a lot. It's an insane amount of data. How on earth did they write all this down without printing like a million pages? Well, they had to be incredibly efficient. They were using palm leaves. Right, palm leaves, you have zero space. So they developed a code? Okay, here's where it gets really interesting. The source calls it register grammar. Register grammar. It's basically a language of compression, right? Exactly. The Pangee is highly compressed. It doesn't read like a book. It skips verbs entirely. Wait, no verbs? Basically none. No explanatory sentences. It just uses specific connector words like Santati Yes, Santati and Apatya meaning descendants or suit for Sun So they are packing a whole paragraph of meaning into one tiny word, right? But that compression comes with a huge risk. Yeah hinge words. Yes The source breaks down this tiny but incredibly powerful word Sam spelled S-A-N. Okay. So what does sand do? Well, depending on the context, it can mean from or through or belonging to or even by marriage into. Oh, wow. So if you're a modern translator and you translate it mechanically without looking at the context, you completely corrupt the historical record. That's just terrifying. It really is. If you assume it means from when it actually meant by marriage into, you just placed a person in the completely wrong bloodline. You just fabricated a history. So it's really like reading raw HTML code or like extracting a ZIP file. That's a perfect way to look at it. Yeah, because if you just read the raw text without expanding the formulas in your head, it just looks like a broken, jumbled pile of names. Which brings up another major warning from the source. The repeating names. Yes. Names like Raghunath, Ganga or Keshav. They are everywhere. They repeat endlessly across generations, across villages. So if I see a Ragnarok on page 10 and another Ragnarok on page 50. You absolutely cannot just assume they're the same person and merge them. Right. You can't merge the nodes. No. You need a cluster of markers to prove identity. Like what? Like, you have to verify the father, the village, the title, and the specific numbers attached to them. Oh. The numbers. Let's talk about the numbers. Yeah. The numerical codes are fascinating. this text and suddenly there's a mysterious number in parentheses like 54 slash 03. Right. And notes labeled TEEP? Yeah, what are those? They are basically ancient cross references and editorial notes from previous record keepers. Like hyperlinks? Exactly like hyperlinks and this leads to the sources golden ethical rule. Do not delete what you do not understand. Never. A decoder's ultimate duty is to living memory. Right. a complex number or a really messy weird spelling of a village and you erase it just to make your translation look cleaner? You might accidentally sever a family's true ancestry forever. You might destroy the only link they have left. Wow, you just, you can't touch the raw data. You really can't. Man. So, to kind of summarize this whole journey. Yeah. We've unpacked a Panji today and it is definitely not just a dusty list of dead names. None at all. this vibrant, highly disciplined, relational database. Which is just incredible for the time period. Right, I mean, it mapped the DNA of an entire society through its villages, its mothers, its scholars, and this totally encrypted linguistic code. It really is a marvel of human memory preservation. It is. And you know, we want to leave you with one final thought to mull over today, building on that theme of memory preservation. Yeah, this is something that really stuck with me from the source. Right, because if the people of Mithila could compress the memory of an entire civilization into these highly structured, localized formulas. And ensure it survived for centuries. Exactly. It makes you wonder, what is the modern equivalent of our Pangee? That's the big question. Right, like will our endless, decentralized digital cloud data be as beautifully decipherable to some decoder hundreds of years from now? Or will it just be noise? Yeah. Or well, our total lack of a strict social grammar make our era the forgotten one. It's a scary thought. We have more data than ever, but maybe less structure. Exactly. Just because we have the cloud doesn't mean we have the memory. Well said. Something to think about, right? Anyway, that's all the time we have for today. Thanks for listening, everyone. See you next time.