[HN Gopher] Minoan Language Linear A Linked to Linear B in Groun...
       ___________________________________________________________________
        
       Minoan Language Linear A Linked to Linear B in Groundbreaking
       Research
        
       Author : clouddrover
       Score  : 172 points
       Date   : 2022-05-15 12:46 UTC (10 hours ago)
        
 (HTM) web link (greekreporter.com)
 (TXT) w3m dump (greekreporter.com)
        
       | motohagiography wrote:
       | Feels like a fun intro to comp.sci exercise would be taking texts
       | from ancient languages and writing compression schemes, n-gram
       | analyzers, regular expressions, and symbol call graphs for them.
       | It's a bit like the apocryphal story of some old hackers in the
       | 80s "decoding" a Chinese takeout menu (Jobs/Woz?), but it could
       | get kids interested in archeology in a way that is smarter than
       | that alien TV show.
        
         | changoplatanero wrote:
         | You mean like this? https://arxiv.org/pdf/1906.06718.pdf
        
           | SemanticStrengh wrote:
           | wow has this been applied to linear A?? Nice to see google
           | doing original work. Also the MIT omnipresence is humiliating
           | for other universities, as usual.
        
       | jl6 wrote:
       | I wonder if a machine learning model could shed some  on the
       | decipherment.
        
       | thom wrote:
       | Work has been done on using Markov models etc to predict missing
       | symbols in these texts. But it feels like with all the data now
       | available, and the fact that some signs' meanings are known, we
       | must be able to at least reduce the constellation of possible
       | meanings of some of the unknown signs. There are only so many
       | things it was possible to say about olives in the ancient world,
       | and presumably the semantic space wouldn't be so different to
       | other vaguely contemporaneous languages (not just Linear B). Does
       | anybody know of any work in this direction?
        
       | [deleted]
        
       | jcranmer wrote:
       | I spent basically the entire article trying to figure out _what_
       | the  "groundbreaking" research actually was... this is a pretty
       | mangled press release rendering of the scientific research, even
       | worse than the kinds you normally see from university research.
       | 
       | To its credit, this doesn't promise that we can (or will shortly
       | be able to) actually read Linear A texts, and it actually
       | explicates that we won't be able to do that. But that's pretty
       | much the limit of credit due to this article.
       | 
       | Linear A's connection to Linear B has been hypothesized since...
       | well, at least as far back as when I was taught it in school,
       | which considering how long it takes textbooks to update
       | themselves to state-of-the-art archaeology may as well be time
       | immemorial.
       | 
       | What it looks like the actual "groundbreaking" research here is,
       | based on the sleuthing done in the previous version of the
       | article that leads to an academic review of the work in question
       | (here: https://bmcr.brynmawr.edu/2021/2021.04.30/). The layman's
       | version is that it's a detailed analysis of the structural
       | elements of the script to propose how the (unknown) language was
       | encoded into Linear A, combined with some analysis of how
       | individual glyphs varied in time and space--and this results in
       | the conclusion that Linear B is actually a version of a regional
       | [script, not linguistic] dialect of Linear A that was used to
       | write a different language.
        
         | pianoraptor wrote:
         | Thank you for your take on it. I too was hoping for more
         | insights here, having followed the Linear A / Linear B
         | developments from my armchair for many years.
        
         | lsrinivas wrote:
         | I too was scratching my head about as you put it , "what the
         | groundbreaking research was". The academic review link that you
         | posted was rather useful though it was a little technical.
         | 
         | I think the book needs to be read. But thanks a ton.
        
         | Torkel wrote:
         | Yeah, not a good article at all - I bailed half way through and
         | went to the comments here in hope of a tldr/abstract...
        
           | ncmncm wrote:
           | What it specifically fails to deliver is any indication of
           | how "the internet" had any role at all in the work or in any
           | progress made.
           | 
           | The only suggestion of progress was that somebody finally
           | noticed the LB symbols were mostly about the same as LA
           | symbols, so they now can now pronounce the LA texts. There is
           | no hint why that only just happened.
        
       | bradrn wrote:
       | Article from 2021, duplicate of
       | https://news.ycombinator.com/item?id=27191364
        
       | turndown wrote:
       | >I am afraid there is currently no exact translation of the sign-
       | sequences (= words) attested on Linear A tablets (as well as
       | other document types). This is primarily because we have not yet
       | identified the linguistic family the Minoan language belongs to
       | (unless it has to be taken as an 'isolated' language)
       | 
       | Seems as though they may have made some kind of advancement in
       | the relationship between symbols, but as always we do not have
       | nearly enough written material to approach deciphering.
        
       | SemanticStrengh wrote:
       | Linear A seems to derive from cretan hyeroglyphs
       | https://en.wikipedia.org/wiki/Cretan_hieroglyphs What do cretan
       | hyeroglyphs come from? And how does a population create a
       | language? That's absurdly difficult to initiate.
        
         | jcranmer wrote:
         | I assume you mean "writing system" and not "language" here.
         | 
         | Writing systems were independently invented no fewer than three
         | times (Mesopotamian, Chinese, and Mayan are unquestionably
         | independent inventions) and probably more times, while also
         | being reinvented from scratch numerous times after that
         | (Cherokee being perhaps the most well-documented such
         | reinvention--Sequoyah knew _of_ writing from the Americans, but
         | had no other conception of how it worked, and his documentation
         | of the process of developing the Cherokee syllabry is a nice
         | compression of the history of stages of writing systems). It
         | does not seem to be a particularly challenging invention.
         | 
         | There appear to be two key hurdles that are required for the
         | development of writing. The first is the creation of a
         | systematic inventory of stylized representations of objects,
         | for example knowing that this symbol represents "sun" and that
         | one represents "eye". In particular, I'd draw the "systematic"
         | inventory here as the challenge--merely representing concepts
         | in visual drawings seems to be a pretty universal capability.
         | The second hurdle is the re-encoding of (some of) these symbols
         | to represent _phonetic_ values in an abstract way. (Note that
         | being able to represent any phonetic utterance of a language is
         | the distinguishing characteristic between proto-writing and
         | writing.)
         | 
         | If you actually want to know how _language_ is created, well,
         | there is a recent community of deaf people who spontaneously
         | invented their own sign language de novo, which suggests that
         | language is actually incredibly easy to invent.
        
           | capitainenemo wrote:
           | "Writing systems were independently invented no fewer than
           | three times (Mesopotamian, Chinese, and Mayan are
           | unquestionably independent inventions)"
           | 
           | ...
           | 
           | "Note that being able to represent any phonetic utterance of
           | a language is the distinguishing characteristic between
           | proto-writing and writing."
           | 
           | Huh... does Chinese meet that criteria? https://en.wikipedia.
           | org/wiki/Logogram#Differences_in_proces...
        
             | capitainenemo wrote:
             | Hm. " Chinese, they are fused with logographic elements
             | used phonetically; such "radical and phonetic" characters
             | make up the bulk of the script. Both languages relegated
             | the active use of rebus to the spelling of foreign and
             | dialectical words. "
             | 
             | I guess that counts.
        
         | edgyquant wrote:
         | I think after cave paintings and tally marks modern written
         | language is fairly straightforward. Just requires a need to
         | pack more information smaller which farming provides.
        
       | AprilArcus wrote:
       | This article is a reasonable summary of the status quo in Linear
       | A studies since 1956, but the reporter seemingly deliberately
       | obfuscates the nature and scope of Dr. Ester Salgarella's new
       | contribution.
       | 
       | It appears to be the creation of an online corpus in
       | collaboration Dr. Simon Castellan, linked near the bottom of the
       | article: https://sigla.phis.me/
       | 
       | This will be a great resource and is an important work, but it
       | appears that today we are no closer to deciphering Linear A than
       | we have ever been.
        
         | Radim wrote:
         | I don't know about "deliberately". Might be just a confused,
         | inarticulate piece by a confused reporter.
         | 
         | When an article opens with " _the Minoan language known as
         | Linear A_ " (no, it's a script) and " _Linear B developed later
         | in the prehistoric period_ " (an oxymoron, prehistoric = pre-
         | literary)... you know not to expect much.
         | 
         | Did anyone manage to parse out what is even being claimed in
         | this article?
        
           | tlb wrote:
           | Is it not fair to call an society where writing existed but
           | we can't read it prehistoric? From our perspective, we have
           | no written history. Or is the distinction that they
           | themselves could read it and therefore acted with historical
           | awareness?
        
             | irrational wrote:
             | No. Was the Egyptian civilization (which lasted for 3000
             | years until the time of the Romans) prehistoric because we
             | could not read the Egyptian hieroglyphics? Did it only
             | cease to be prehistoric once we deciphered the language?
        
               | ncmncm wrote:
               | Yes, exactly. Before we have written history is
               | prehistory. As we get more history, the boundary of
               | prehistory moves back.
               | 
               | So most of the American remnants are prehistoric, despite
               | being coeval with history in the "old world".
        
             | SiempreViernes wrote:
             | You'd have to give up the notion that "prehistoric" refers
             | to some fixed moment in time, but other than that you are
             | of course free to try to change it's meaning.
        
             | ncmncm wrote:
             | Absolutely. If we can read their script, and they wrote a
             | history, we can read that history. Without, we are reduced
             | to relying on archaeology.
             | 
             | We can read historical texts from Egypt and Mesopotamia
             | from the time the Minoans , er, "flourished". In exactly
             | that sense they are not prehistoric. I think Egyptians
             | mentioned them. (It seems odd if Egyptians did not mention
             | Santorini blowing up and wiping them out, but maybe they
             | did. Somebody must have mentioned "Thera".)
        
           | jnwatson wrote:
           | The author found a relationship between Linear B (the script)
           | and Linear A (the script) to the point of being able to
           | approximately pronounce Linear A. The actual language written
           | in that Linear A script, Minoan, is still unknown, but this
           | provides some important tools to better understand it.
        
             | jcranmer wrote:
             | > The author found a relationship between Linear B (the
             | script) and Linear A (the script) to the point of being
             | able to approximately pronounce Linear A.
             | 
             | Except that has been known for like... 50 years? 60 years?
        
               | adrian_b wrote:
               | Exactly as you say, the fact that many signs are shared
               | by Linear B and Linear A has been known for at least a
               | half of century.
               | 
               | What I understand from the review of the book is that
               | after a more thorough analysis of the graphic variations
               | of various Linear A signs, many more signs inherited by
               | Linear B from Linear A have been identified than before.
               | 
               | Having better and more phonetic readings of Linear A
               | texts increases the hope that the Minoan language could
               | be identified and understood, even if this remains highly
               | unlikely, unless more Linear A texts would be discovered.
        
             | tremon wrote:
             | If we don't know the language it's encoding, how do we know
             | the Linear A pronunciation is correct, approximately or
             | not? Is this done purely on the assumption that Linear A
             | and Linear B might encode similar phonemes in a similar
             | way?
        
         | SemanticStrengh wrote:
         | can't they use the zipf law ?
         | https://en.wikipedia.org/wiki/Zipf%27s_law The decreasing
         | exponential law should allow to find "the" and some _closed
         | form_ POS words, so yeah determiners, prepositions and
         | conjonctions.
        
           | eklitzke wrote:
           | I'm skeptical of the claim that this would work at all even
           | if there was a larger corpus. Let's say you had a million
           | pages of classical Chinese text, but absolutely no context
           | about what the text meant or was about. By looking at it
           | closely and using statistical analysis you could certainly
           | determine various rules of the grammar, and you might even be
           | able to guess that certain characters are grammatical
           | constructions representing things like conjunctions and
           | prepositions. But this isn't really going to let you
           | translate anything.
        
             | bloak wrote:
             | My guess is that if you had a really big, wide-ranging and
             | high-quality corpus of a completely unknown human language
             | then you probably would be able to decipher and translate
             | it. If you could deduce or guess the grammatical structure
             | the next step might be to look at which nouns can be
             | subjects of which verbs, for example, and it might then be
             | possible to guess which nouns refer to humans and which
             | verbs describe actions that can normally only be performed
             | by a human, and then ... well, there's lots of statistical
             | stuff you can do with a really huge corpus ... It's an
             | interesting problem to think about but it's not a problem
             | we're ever likely to encounter in real life. It's more
             | likely we'll discover a corpus of some alien, non-human
             | language than a huge corpus of a completely unknown human
             | language.
        
               | inglor_cz wrote:
               | The Voynich manuscript is fairly extensive (over 200
               | pages), illustrated, and we still do not know what the
               | heck of a language it is written in.
               | 
               | https://en.wikipedia.org/wiki/Voynich_manuscript
        
               | ncmncm wrote:
               | ...assuming it is really language at all, and not just
               | deliberate gibberish.
        
           | vjerancrnjak wrote:
           | I wonder can they construct a deep learning model that
           | encodes human languages from script shapes and then somehow
           | figure out the God language from which Linear A
           | script/language is derived.
           | 
           | There's too little data for Linear A. But it might be enough
           | if there's a God language oracle waiting to be fed new
           | descendant languages.
        
             | liliumregale wrote:
             | This is a God (language)-of-the-gaps argument: we can't
             | figure out this rarely language, but maybe we can figure
             | out an entirely unattested language instead, and also learn
             | the correspondence between it and Linear A.
             | 
             | Deep learning can predict plenty of phenomena in the world,
             | sure, but it needs data, not aspirations.
        
               | vjerancrnjak wrote:
               | > figure out an entirely unattested language
               | 
               | I did not say that. Human languages evolve in similar
               | ways, use similar vocabulary, grammar etc. Linguistics
               | has already unraveled the structure of many languages and
               | the structure of evolution of language through time.
               | 
               | I am not saying DL is THE approach to take, but given
               | that there's only ~10k characters of Linear A, it is hard
               | to tackle the problem without common representation of
               | multiple languages that are close to it. That's the whole
               | point of DL, how to build better and better
               | representations, not how to accurately model uncertainty
               | (which is what you get by doing statistics).
               | 
               | I would say XLM [0] builds a common representation of a
               | collection of languages and then works better on machine
               | translation for languages for which the data is scarce
               | but that are related to the languages in the model. (what
               | it also does is discover and represent the structure of
               | part-of-speech, grammar, entities etc. without being told
               | about those particular things)
               | 
               | Does there exist an abundance of data for languages close
               | to Linear A? If not, then I admire the work of all that
               | try to untangle this with their brains alone.
               | 
               | 0: https://github.com/facebookresearch/XLM
        
               | Contexti wrote:
               | > Does there exist an abundance of data for languages
               | close to Linear A? If not, then I admire the work of all
               | that try to untangle this with their brains alone.
               | 
               | In the article, Dr. Ester Salgarella says: "we have not
               | yet identified the linguistic family the Minoan language
               | belongs to (unless it has to be taken as an 'isolated'
               | language)"
               | 
               | If we knew that the Minoan language belonged to some
               | extant language family and we had an abundance of data,
               | the mystery of Linear A would already have been solved
               | decades ago.
               | 
               | In general, there's very little data for any of the
               | Palaeo-European languages that got replaced by Indo-
               | European languages.
               | 
               | Linguistic relatives of the Minoan language could have
               | gone extinct when their speakers shifted to Greek or some
               | other Indo-European language. It is also possible that
               | other Minoan languages died out centuries or millenia
               | before the arrival of Indo-Europeans. I don't believe we
               | will ever know.
        
           | cge wrote:
           | In addition to the other comments on difficulties of such
           | analyses, an additional difficulty may be the _type_ of
           | inscriptions in the corpus. We understand Linear B, for
           | example, because it is early Greek. But the texts are not
           | narrative prose or poetry: they 're administrative records,
           | mostly lists and inventories. If Linear A texts are of
           | similar types, then trying to decipher the language from them
           | alone may be challenging or impossible, unless it can be
           | linked to a known language: the forms of speech used may
           | simply be too limited.
           | 
           | Trying to understand English grammar by looking only at bare
           | financial statements would likely be extremely hard.
        
           | yk wrote:
           | That makes assumptions about the language, for the languages
           | I know: German has three definite articles, Latin doesn't
           | have any, so it is not obvious what looking for "the" would
           | result in either.
        
             | sramsay wrote:
             | I think people (here and below) are getting hung up on
             | definite articles, but Zipf's Law makes no such
             | observation. It says only that a word's frequency in a
             | natural language corpus tends to be in inverse proportion
             | to its rank in a frequency table.
             | 
             | In English, the most frequent words are articles, but the
             | general observation about word frequency holds across
             | languages (whether those languages have articles or not).
        
               | seoaeu wrote:
               | "The most frequently appearing words in this pile of un-
               | translateable text are the most common words in the
               | language it is written in" seems like it falls somewhere
               | between blindingly obvious, and entirely useless. Unless
               | you have some clue what those words mean, how does that
               | observation help you?
        
               | bee_rider wrote:
               | Just from skimming the wikipedia article, it doesn't seem
               | useful for translating. But it is slightly stronger than
               | "The most frequently appearing words in this pile of un-
               | translateable text are the most common words in the
               | language it is written in." It tells you that, for
               | example, the most popular word should be about twice as
               | popular as the second most popular word.
               | 
               | It doesn't tell you what those words are, but it is a
               | pretty specific observation about the frequency/rank
               | relationship. So, as the wikipedia article liked about
               | points out, it can tell us that the Voynich Manuscript
               | was probably written in a language (of course, it could
               | be a cypher of a real language or something made up, like
               | elvish in Lord of the Rings, but it probably isn't just a
               | random collection of symbols because it is unlikely that
               | a random collection of symbols would happen to follow
               | this distribution).
        
               | sramsay wrote:
               | It doesn't (in this case), and I didn't say it did. And
               | there's nothing "blindingly obvious" about the ubiquity
               | of the Zipf curve.
        
           | mtlmtlmtlmtl wrote:
           | You really think that in decades of linguists studying Linear
           | A, no one has thought of trying Zipf's law?
           | 
           | If scientists have studied something for this long, and you
           | come up with an idea that fits in a single paragraph, it's
           | probably been tried and didn't work. Unless you're the
           | field's leading expert in which case you would be off doing
           | it, not posting it on HN :)
           | 
           | Edit: typos
        
             | wheelinsupial wrote:
             | Neither of these areas are my field, so I could be entirely
             | misunderstanding this preprint [1] from 2021. The preprint
             | mentions using Zipf's law in the objectives section on
             | attempting to deciphering Linear A.
             | 
             | The literature survey section mentions there have been good
             | results using computational methods in 2020 to
             | automatically decipher Linear B. The discussion section
             | mentions "To the best of our knowledge, this is the first
             | study to discuss and show computational analysis of Linear
             | A."
             | 
             | Again, neither of these are my fields, but it looks like if
             | these linguists have tried to use Zipf's law or other
             | computational methods unsuccessfully in deciphering Linear
             | A, the results weren't published. (Or a poor literature
             | survey, or other explanations...) I'm not an academic
             | either, so I don't know what the practices are for
             | publishing unsuccessful results.
             | 
             | [1] https://hal.archives-ouvertes.fr/hal-03207615/document
        
               | im3w1l wrote:
               | Interesting. If they have only very recently tried Zipf's
               | law then there may be some other more advanced stuff they
               | haven't tried.
               | 
               | I'm thinking word embeddings. Like maybe you could do a
               | word embedding based on cooccurence and look for
               | similarly shaped clusters in Linear A and Early Greek.
        
               | SemanticStrengh wrote:
               | It's showing that we had to wait for 2021 for them to try
               | it.. Thanks for reporting anyway!
        
             | escape_goat wrote:
             | I understand the impulse to point out the obvious, but when
             | the question is asked honestly rather than arrogantly or
             | dismissively, it is even better to wait for someone to
             | provide the specific answer; in this case, the reason that
             | Zipf's law is of no help.
        
               | mtlmtlmtlmtl wrote:
               | It wasn't my intent to be overly dismissive. But I see
               | this sort of thing all the time, and I find this
               | phenomenon interesting, so I wanted to engage with that
               | aspect of it, specifically.
               | 
               | I agree with you in general though. Dismissing these
               | things out of hand isn't helpful either. But multiple
               | people had already made substantive replies to the actual
               | content of their idea, anyway.
        
               | SemanticStrengh wrote:
               | useless dismissal, I made a question not an affirmation.
               | Besides it allow for an exploration of the search space
               | of solutions, which stimulate the depth of the discussion
               | and might allow finer grained questions that would then
               | become possibly innovative
        
             | SemanticStrengh wrote:
             | edit: I hope this will make you think twice next time.
             | Using zipf law for linear A has only been attempted for the
             | first time in 2021 https://hal.archives-
             | ouvertes.fr/hal-03207615/document so had I commented last
             | year it would have been prio art. I agree the idea is not
             | very original and yet we had to wait that much time for it
             | to be experimented.
        
           | jcranmer wrote:
           | The total extant corpus of Linear A amounts to fewer than
           | 10,000 characters (and this is, I believe, the _largest_
           | corpus of any undeciphered script).
           | 
           | There's not enough text to do statistical analysis.
        
             | adrian_b wrote:
             | If all that text would have been that of a story, there
             | would still have been a chance to decipher it.
             | 
             | Even worse than the small number of texts is that all, or
             | almost all, are just bookkeeping records, so they contain
             | few words besides numbers, symbols for useful goods, e.g.
             | wine, olive oil, barley, wool and so on, and proper names
             | of places or people.
             | 
             | So even if there might be a few hundreds of texts, most
             | just reproduce the same phrases, only with different
             | numbers and names substituted in them.
             | 
             | Any statistics on this handful of stereotype phrases will
             | offer no information about the statistics of the words of
             | the Minoan language as used in a normal conversation or
             | story telling.
        
           | luma wrote:
           | Can we assume that any of those features would be part of
           | this language?
        
             | SemanticStrengh wrote:
             | a language without thoses would be hella weird and
             | primitive, like stereotypical robotic talking. To answer
             | you question, I don't know, do linear B have them?
        
               | tgv wrote:
               | Latin doesn't have articles (the/a), and frequently drops
               | the verb. Aramaic encodes the article in a suffix. Arabic
               | and Hebrew omit the vowels, leaving the interpretation
               | depending on contextual clues. There are languages
               | without auxiliary verbs. And there are tons of other
               | constructions that English doesn't have.
        
               | Keysh wrote:
               | _Written_ Arabic and Hebrew often omit vowels; the actual
               | spoken languages do not, of course.
        
               | greenyoda wrote:
               | There are languages used today that don't have a separate
               | word for "the", such as Hebrew (which uses a prefix to
               | denote "the"), or Chinese, which apparently doesn't use
               | articles.[1]
               | 
               | Also, knowing what the most common words are wouldn't
               | really help you much if you didn't know what the
               | documents are about. For example, if they were trade
               | records, they might contain a lot of text saying
               | something like "X agrees to buy 20 pounds of olives from
               | Y for $50 if delivered by next week". But if they were
               | historical records of wars, other words may be more
               | common.
               | 
               | [1] https://mylanguages.org/chinese_articles.php
        
               | jcranmer wrote:
               | Weird, perhaps; primitive, no.
               | 
               | One of the historical issues with linguistics is that it
               | analyzed every language as if it were Classical Latin or
               | Classical Greek, and if that language had elements that
               | didn't work out... well, that can't be proper then, can
               | it? You still see some residuum of this in English
               | prescriptivist poppycock, like the prohibition against
               | ending sentences in prepositions.
               | 
               | As linguists actually started inventorying world
               | languages, it became more and more clear that there is a
               | very wide dichotomy of grammatical features that don't
               | necessarily translate well to familiar languages. There
               | are vanishingly few features that are actually universal
               | to all languages--the noun may well be the only universal
               | part of speech. That a language doesn't choose to mark a
               | feature in a particular way doesn't make it more
               | primitive than another language. English doesn't have a
               | numerical classifier... is it more primitive than an
               | Australian Aboriginal language? Or is it more primitive
               | than Japanese for not having a way to mark register (~
               | politeness)?
               | 
               | (FWIW, Linear B is used to write Mycenaean Greek, and
               | this has been known for ~70 years.)
        
               | inglor_cz wrote:
               | LOL, my native language (Czech) has no articles, but it
               | is so flexive and permits so many subtle, meaning-
               | carrying changes in sequence of words in a sentence that
               | it is actually hard to carry over some of those
               | subtleties into written English.
               | 
               | The only thing "robotic" about it is the fact that
               | "robot" is a Czech word that was adopted worldwide.
        
               | jhgb wrote:
               | Did you just call all Slavs "weird and primitive"?
        
               | JadeNB wrote:
               | > a language without thoses would be hella weird and
               | primitive, like stereotypical robotic talking. To answer
               | you question, I don't know, do linear B have them?
               | 
               | I think there are very few assumptions of the form "
               | _every_ reasonable language has [...] " that hold up even
               | for all current languages, let alone historical ones.
        
               | jhgb wrote:
               | Anyone claiming "surely every language needs X" had
               | better look at Riau Indonesian
               | (https://en.wikipedia.org/wiki/Riau#Language) first to
               | check if _that_ language has X. If it doesn 't, then X is
               | almost certainly not required for communication.
        
           | heavenlyblue wrote:
           | I think the issue with Linear A is that the amount of
           | preserved units of culture in that language is incredibly
           | small, so whichever the statistics you can obtain from it are
           | limited in use.
        
         | mwenge wrote:
         | https://lineara.xyz/ is also worth a look
        
       | sabr wrote:
       | TED-Ed made a nice video explaining Linear A
       | https://youtu.be/iePEw_cHp8s
        
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