135 points by Kosturdistan 1 hour ago | 11 comments
stratocumulus0 13 minutes ago
As an amateur who's been fascinated by this puzzle himself, I will add some context that might be relevant in assessing the plausibility of this claim:

- The "Libation Formula", which the author used as the base for his translations, is the most studied piece of writing in Linear A, because it's the only recurring phrase (with grammatical variation) that we have. The corpus is extremely fragmentary, with just a handful of instances of longer text (and even then, the texts are the length of an average sentence in English). The majority of documents available to us are lists (of inventory, personnel, offerings or something of this sort). The longer texts make use of punctuation marks, likely put in between words. This gives us a non-trivial vocabulary, which still does not match that of any known language.

- With such fragmentary remaining material, we cannot be sure that a) all the texts we call "Linear A" are written in the same language, and b) the recognizable words are not abbreviations, for example.

- The author made an assumption that Linear A symbols which have counterparts in Linear B should have the same phonetic values. This gives us an already known glyph that represented "NA". "Duplicate" glyphs are only found in the P-series, and are assumed to represent syllables which were distinguished by the Linear A language, but not by Greek - such as aspirated/unaspirated P. There is a glyph that stands for "NWA" in Linear B, but instances of it have been found in Linear A as well.

- There are countless words with no known etymology in Ancient Greek, assumed to originate from a substrate language or languages spoken in the area at the time Greeks migrated to their present-day homeland. The language of Linear A would be a likely candidate for such substrate. If Linear A were a Semitic language, then we should already be able to establish Semitic etymologies for those words as they were in Greek. Of course it could also be the case that these words came from an another language which did not adopt writing or its writing did not survive to our times.

Tuna-Fish 18 minutes ago
The reason linear A is so difficult is that the total remaining corpus of Linear A text is ~7500 characters, spread out over ~1500 inscriptions.

If you have a 4k screen, you can fit all remaining Linear A text on your screen at once, in 14pt high font.

dehrmann 10 minutes ago
Very vaguely, it makes it like a one-time pad where it can be anything you want it to be. Not quite, but so little text leaves a lot of options open.
WithinReason 11 minutes ago
As observed by archaeologist John Younger, the entire Linear A corpus takes up only 1.84 pages of letter paper when typeset in 12 point font and 1-inch margins.
stringfood 10 minutes ago
when I first read the title thought he was talking about linear algebra and I was like damn it's not that hard
Kosturdistan 1 hour ago
A lot of loonies make this claim, but Tom's work is credible enough that it's being reviewed by linguistics experts at Rutgers and Cambridge. Additional validation: his approach produces results. He's translated over 300 words, and that's never been done before, and his solution actually solves some problems in Linear B. Tom is an AI engineer, and Claude Code was key to his work. Disclosures: I know Tom socially, and I wrote the post at the link.
kubb 47 minutes ago
Let's wait until it's been verified.
mikestorrent 30 minutes ago
You're absolutely right! We've opened a ticket with the Linear A folks, hopefully they'll get back to us soon with an update as to whether we've got it correct or not. Hang tight!
saagarjha 18 minutes ago
A Linear ticket, hopefully
kridsdale1 10 minutes ago
This comment sure is load bearing.
grey-area 1 hour ago
Amazing work and refreshing to see a well written and cogent post to summarise it. Would love to hear more about how he used Claude to help solve the puzzle.
25 minutes ago
yorwba 1 hour ago
Then why is there no link to the actual write-up?
GavinMcG 57 minutes ago
Presumably because it hasn’t yet been published?
55 minutes ago
m0llusk 44 minutes ago
It seems this is still extremely early in the process. There is an apparent finding that was shared. Evidence which would be the basis for a paper is "being reviewed by linguistics experts at Rutgers and Cambridge". So they are trying to do the right thing by talking about what they believe they have done but holding off publication and serious claims until later. The general idea that written forms can be categorized by systems built with Claude could be applied to other as yet undecipherable languages could be used by other interested investigators just with what is discussed here.
sillysaurusx 39 minutes ago
> The general idea that written forms can be categorized by systems built with Claude could be applied to other as yet undecipherable languages could be used by other interested investigators just with what is discussed here.

Could you rephrase this or explain it more thoroughly? I don’t follow. What does it mean to categorize a written form by systems built with Claude?

tyingq 36 minutes ago
The same pattern/tech is generic enough that it might be able to solve other unrelated, and so-far undecipherable, written languages.
kelseyfrog 51 minutes ago
You can use Claude, like the author, to reproduce the result.
_verandaguy 36 minutes ago
This isn't really a reasonable approach, is it?

The original prompts aren't provided, nor is the original context; even then, you can't really treat a stochastic system like an LLM as a major component in reproducibility.

ben_w 20 minutes ago
> even then, you can't really treat a stochastic system like an LLM as a major component in reproducibility.

If you had the other things, being "stochastic" is not even remotely a show-stopper. Stochastic processes abound and are the reason the mathematics of statistics was developed in the first place, ultimately allowing us to create such things as LLMs.

When all the relevant steps gets published, I absolutely expect a lot of people to (attempt to) reproduce this work even though LLMs are stochastic.

iwontberude 19 minutes ago
Actually it is because Claude did the work and being a lay person isn’t really that high of a bar.
fragmede 20 minutes ago
Sure it is. We're humans, not robots (well, I think I am, and I presume you are as well, but for all we know, we could be living in a simulation), so if the non-deterministic system decides to generate code that calls the variable foo one day and bar the next, as long as the code still does what's being asked of it, why do I care that the non deterministic system chose to call the variable something different when run on Tuesday? There's the computer science definition of determinism and the engineering result of "does it work", which are at odds. It's like the halting problem. We haven't solved the computer science definition of the halting problem, but give some C code with a loop that won't terminate to Claude, and it'll call that out as not halting.
atrus 38 minutes ago
somehow I suspect it was a bit more involved than: Claude, please solve Linear A.
smsm42 29 minutes ago
You also have to add "make no mistakes"!
justin_dash 45 minutes ago
Unless if it was done by Fable!
kelseyfrog 38 minutes ago
The 'major insight' described in the article predates Fable's release by two week four days. It would be a complicated timeline.
32 minutes ago
dwroberts 23 minutes ago
You know him socially but is there a reason you’re writing this rather than him? It looks like he has his own web presence.

Cynical read would be you’re stealing his thunder a bit by prematurely announcing this before it’s fully confirmed

Conscat 21 minutes ago
Isn't it customary for the author of a post shared on HN to leave a comment on the thread?
dwroberts 19 minutes ago
I’m not referring to the parent comment: The post is not written by the author of the claimed breakthrough.
iwontberude 19 minutes ago
What thunder? Claude did the work and used a human to interface with experience and causality better.
ben_w 14 minutes ago
The thunder is as per the headline. Assuming it passes review.

One of the things I find weird with AI is how the dismissals of work that involve AI splits into two camps: like yours, saying the AI did the work while the human played no role and deserves no credit; and those saying the AI rips off its training data while the human using it played no role and deserves no credit.

iwontberude 11 minutes ago
I exist in both camps. Claude can’t launder human achievement into a different person. Claude stole it, but it’s still in Claude’s possession and is not transferable in any durable sense.
ben_w 8 minutes ago
> Claude stole it, but it’s still in Claude’s possession and is not transferable in any durable sense.

No human, individually or as a team, has been able to solve this to date.

To the extent this was Claude solving it itself and thus denying Di Mino any thunder, there was nobody to have stolen anything from. To the extent he has thunder to be stolen, it wasn't ever in Claude's possession.

loudmax 7 minutes ago
This is very exciting. Congrats to Tom on the accomplishment.

To be clear, this is an attempt at a decipherment. This is not proven, and we shouldn't consider Linear A to be "solved" until experts in the field have reviewed the work. In fact, it probably shouldn't be considered "proof" unless some more Linear A writings are uncovered and these are congruent with the method proposed. All that can be said for certain at this point is that this is an interesting conjecture.

But this is a story worth following. This could be the real deal. More research and validation should follow and we should have a better idea in the next few weeks or months whether Linear A has really been solved. At the very least, this is an interesting attempt, and optimistically, it could yield real insight into Minoan culture. Kudos.

mNovak 30 minutes ago
Interesting writeup. Would be nice to have a couple images of Linear A/B scripts to visualize. Looking on google, they're very daunting!
doubleorseven 15 minutes ago
crossing my fingers for this guy.

however, nawaya or what ever examples around it are not part of the Hebrew language.

fooster 9 minutes ago
Alot of the comments in this thread are disappointing. Rather that celebrating an achievement (whether or it is validated yet), many of you seem to want to put him down, or make it seem like claude did all the work.

Claiming that claude did all the work is patently ridiculous. Claude is a tool, like any other. The corpus of linear A is ~7500 characters across ~1500 inscriptions and claude, no matter how smart, doesn't just solve that on its own.

What a shame.

indiv0 30 minutes ago
Can I get his decipher-forgotten-ancient-text skill? I want to try my hand at the Voynich Manuscript
NooneAtAll3 28 minutes ago
relevant xkcd: https://xkcd.com/2151/
OutOfHere 40 minutes ago
Is this extendible to a generalizable approach to translate any language pair (without a translation map)?
retrac 11 minutes ago
I think it is an open question: can an unknown language be cracked -- without any dictionary or grammar or understanding of the language? Just lots and lots of texts, maybe some of it bilingual.

It's a common misconception that is what happened with Ancient Egyptian with the Rosetta Stone. The Rosetta Stone was just one of the big pieces of the puzzle. The decoding came when people realized that Coptic (a language written alphabetically and still in use in the Coptic Church today) is actually descended from Ancient Egyptian; as Spanish is to Latin, Coptic is to Ancient Egyptian.

Similarly the attempts to decode classical Maya were all dead ends. Until Yuri Knorozov realized that it encoded the ancestor of the Maya languages which are still spoken to this day. (Knorozov's Wikipedia article is worth checking out just for his photo with his cat. [0] IMHO.)

I have written before about the La Mojarra 1 stele in Mexico [1]. It looks a lot like Maya. But it isn't Maya. Maybe the difference like between Russian and Latin?

No one can read it. It's undecipherable. There are some attempts to identify it with a proposed ancient language that would have been related to the modern Mixe-Zoque languages: some of the glyphs that are shared with Maya, when read phonetically, start sounding like a Mixe-Zoque language. But no one has proposed a confident decipherment. There probably isn't enough text. La Mojarra 1 is the only long example of the Isthmian script.

Deciphering Akkadian was very difficult, at first. The process started with Persian; old Persian was written in a simplified adapted form of the Mesopotamian cuneiform (wedges on clay). It was a kind of alphabet. And Old Persian was already understood. And there was a bilingual text on a monument carved by Darius I. But even then -- decoding relies so heavily on the fact that Akkadian is a Semitic language distantly related to Hebrew, more distantly, also Ancient Egyptian. So again, we sort of knew what we were looking for.

That is all to say: even if the Voynich manuscript (for example) contains real text I'm not sure it is possible even theoretically to translate it.

[0] https://en.wikipedia.org/wiki/Yuri_Knorozov

[1] https://en.wikipedia.org/wiki/La_Mojarra_Stela_1

SoftTalker 20 minutes ago
Towards the Star Trek universal translator.....
25 minutes ago
iwontberude 20 minutes ago
Sorry but I don’t recognize this as being an achievement by an amateur. This dude had no chance in hell until we trained a model to use his time to suss it out.
jonahx 13 minutes ago
Assuming this pans out, every other professional linguist in the world has had the option to use Claude or other LLMs, but has not solved this problem, despite the incentives for doing so. It stands to reason the human is adding crucial value.