Latest / Prompt Air / Blocked Writers - Thought Experiment
Transcript
- 0:00Welcome to the Deep Dive. Today we're tackling
- 0:02a, well, a really fascinating linguistic paradox.
- 0:06It's a great thought experiment. It really is.
- 0:08How do you write a coherent history of the English
- 0:12language? And I mean complete, with every slang
- 0:14term, every archaic word. But here's the catch.
- 0:18The huge catch. You're strictly limited. You
- 0:20can only use any single word a maximum of 100
- 0:24times. And that's the immediate tension, right?
- 0:26English naturally follows a a zipfian distribution
- 0:31meaning a few words do most of the work exactly
- 0:33a tiny handful of words like the or and do you
- 0:37know 90 of the structural heavy lifting but this
- 0:40rule it imposes a uniform distribution. And that
- 0:44cripples your most essential tools. It does.
- 0:46Just capping the word the at a hundred uses is
- 0:49the thing that makes the whole grammatical structure
- 0:51threaten to collapse. Okay, so before we get
- 0:53to the collapse, let's unpack the sheer scale
- 0:55here. What does every known word actually look
- 0:58like? Well, it forces you into what you'd call
- 0:59a maximalist approach. So we're not talking about
- 1:02just what's in a standard dictionary. Oh, not
- 1:04even close. A standard dictionary, say, the OED,
- 1:07gives you a baseline of maybe... 470 ,000 words.
- 1:11Okay. But to meet this requirement, we need something
- 1:14closer to 1 .07 million distinct words. We're
- 1:18talking about the complete linguistic archive.
- 1:20So where does that extra half a million come
- 1:21from? It comes from three big long tails. First,
- 1:24you have the archaic and obsolete words. Things
- 1:27like Old English beorn for warrior. Exactly.
- 1:29You need those to tell the history itself. Then
- 1:32second, you have to add about 250 ,000 words
- 1:35from global dialects. So words like draish from
- 1:39Scots to describe miserable weather or from Caribbean
- 1:42creoles like nyam for eat. Precisely. And finally,
- 1:46you have the scientific long tail, another 250
- 1:48,000 specialized terms. So now you have the words.
- 1:51And now we hit the crisis. The function word
- 1:53bottleneck. Right. If the final text is over
- 1:55a million words long, the word the would normally
- 1:58show up. What, thousands of times? In a text
- 2:01of this size, probably 70 ,000 times. But we
- 2:04can only use it 100 times. How do you even begin
- 2:06to build a sentence? That's the crunch. English
- 2:09loves its little glue words, articles, prepositions.
- 2:13In standard English, we only have about 400 of
- 2:15them. So if you cap them all at 100 uses each...
- 2:18You're left with just 40 ,000 tokens of grammatical
- 2:21glue. That sounds disastrously low. Like trying
- 2:24to build a skyscraper with a handful of rivets.
- 2:26It immediately crumbles. The text would have
- 2:29a lexical density of 96 .4%. And that means,
- 2:33what, it's just a list of words? Very much. Almost
- 2:36no grammar. It would read like, quick brown fox
- 2:38jumped lazy dog, just, you know, for 1 .5 million
- 2:42words. To be coherent, you have to get that density
- 2:44way down. But wait a minute. The rule says all
- 2:47dialects are allowed. Is that the loophole? Can
- 2:49you just cheat the system? That is the entire
- 2:51loophole. That's the key. You stop relying on
- 2:53standard English grammar. You move into what?
- 2:55Syntactic engineering? Exactly. You cycle through
- 2:58alternatives. So instead of just the, use the
- 3:00old English inflections. Say, say, say. And for
- 3:03pronouns? Instead of just you. You bring in y
- 3:05'all, use the Caribbean plural on you. Suddenly
- 3:08you've multiplied your inventory. And you can
- 3:10also borrow words that aren't typically connectors
- 3:13and sort of force them into that role. You hit
- 3:15the nail on the head. We use verb forms like
- 3:18barring, concerning, regarding. That alone gives
- 3:21you an extra 100 ,000 functional tokens. So the
- 3:25solution isn't just linguistic. It actually forces
- 3:28the structure of the story itself. It has to.
- 3:30The narrative is written in grammatical epochs.
- 3:33The old English phase is dense. The global phase
- 3:37uses things like zero copula. Where you drop
- 3:40the verb to be, like saying she the teacher.
- 3:43Yes, to conserve your uses of is and was. Then
- 3:46the scientific phase becomes like a list, using
- 3:49commas and colons instead of conjunctions to
- 3:51absorb all those technical terms. So after all
- 3:54that linguistic gymnastics, what's the final
- 3:57answer? What's the definitive word count? To
- 3:59get that story to be coherent, to hit that threshold,
- 4:02it would need to be approximately 1 ,520 ,000
- 4:05words. Wow. That's about one and a half times
- 4:07the entire Harry Potter series. The constraint
- 4:09itself forces the story to become a living museum
- 4:12where the grammar has to evolve along with the
- 4:14history it's telling. So the whole project only
- 4:16works if you respect the full, messy, diverse
- 4:19history of the language. That's it. It rests
- 4:21entirely on that. Which leaves you with a final
- 4:24thought, doesn't it? When we think about challenges
- 4:26in other fields, like big data or AI modeling,
- 4:30what other knowledge could we unlock if we respect
- 4:32the long tail of global variations? Instead of
- 4:36always trying to optimize for a single clean
- 4:38standard. Something for you to mull over.