159 points sohkamyung 1 hour ago 170 comments
saberience 1 hour ago | parent
This for me, isn't interesting, it required no skill, no imagination, in fact it seemed like it happened by dumb luck.
So we have entered an age where an army of know-nothings direct models to old forgotten tasks so they can get 15 minutes of un-deserved attention?
embedding-shape 1 hour ago | parent
So like half of all useful human inventions are to you not interesting just because it happened by dumb luck?
pixl97 54 minutes ago | parent
Take someone from a few hundred years ago and drop them into today, and if they don't go catatonic and die, then they'd tell you that we created magic. "Wow, you live in a world of magic and all you do is bitch about it".
>"You're flying! You're sitting in a chair, in the sky!"
staticman2 44 minutes ago | parent
mossTechnician 51 minutes ago | parent
A machine running a loop through an expensive LLM for an undisclosed amount of time, which cost an undisclosed amount of money, which was told to keep looping into a solution was found, for a problem that nobody was very concerned about... That just seems like PR, and it's not so interesting.
dominotw 1 hour ago | parent
writtenone 56 minutes ago | parent
willy_k 44 minutes ago | parent
pixl97 8 minutes ago | parent
Lets stop and think about this, there is now a machine that can solve a bunch of problems that have not been solved simply because there wasn't enough people with knowledge to work on them, and all we have to do is supply power to get the answers?
Irrational hate causes one to be blind.
dumberquestions 58 minutes ago | parent
daitangio 57 minutes ago | parent
I agree with you that these are not "trilling" discovery but they can be worth something anyway.
Like you, I do not like this news also because I think they will be used to just "push" the next two IPOs (Anthropic, OpenAI).
skeledrew 48 minutes ago | parent
miyoji 11 minutes ago | parent
What? Why? This has been my bar for my entire life, and I've never been bored for a single second.
sigmar 43 minutes ago | parent
[1] https://www.prinzai.com/p/gpt-6-astra-solves-a-wwi-german-ra...
orphereus 1 hour ago | parent
johndhi 1 hour ago | parent
joelthelion 58 minutes ago | parent
dgellow 54 minutes ago | parent
api 54 minutes ago | parent
There's some debate over to what degree current generation AI can be creative at all, or whether it can only crawl around its latent space and explore within constraints. One might ask: were all the solutions to all the math problems AIs have solved already "there" latent in the training data and just hadn't been spotted by humans and put together?
But then... isn't everything latent in our training data if training data is "all observations made about the universe?"
But then... what even is creativity? That gets into philosophy and metaphysics. Creativity, like consciousness and sentience and self-awareness, is not a rigorously well defined concept. So to a degree we don't even know how to ask the question of whether these things are creative.
This gets interesting.
One of the things I love about AI is the glittering Pandora's box of philosophical questions it poses.
Another one I love: if LLMs and their relatives are not, in fact, sentient or self-aware or alive in any way whatsoever (which I suspect is true given how they work), then it means intelligence and consciousness are unrelated phenomena. I'm pretty sure every animal and maybe even every living things has consciousness in some form, but my pet bunny rabbits definitely can't write code. LLMs can write code, but I don't think they experience existence or have volition.
IMO we have always implicitly just assumed some kind of connection between intelligence and consciousness because we have both. It was just an assumption. It's probably a false one.
I suspect (a hypothesis) that consciousness is a property of life and is probably emergent from life's intimate relationship to thermodynamics and the arrow of time. Life has also evolved intelligence because it's useful to satisfy its implicit survival goal function, but the two are unrelated. Intelligence is just an adaptation.
pixl97 30 minutes ago | parent
Whenever I hear "AI can never" I know I can disregard them as an unserious person when it comes to anything around AI, learning, or philosophy.
_superposition_ 51 minutes ago | parent
yrjrjjrjjtjjr 40 minutes ago | parent
When you design a new thing it will have a dozen drawbacks and a dozen and one benefits. If people then have a bias that everything ai is bad, the signal won't be strong enough to convince.
LPisGood 57 minutes ago | parent
dgellow 52 minutes ago | parent
LPisGood 46 minutes ago | parent
ijustlovemath 38 minutes ago | parent
darkwater 23 minutes ago | parent
LPisGood 18 minutes ago | parent
xnx 55 minutes ago | parent
simianwords 59 minutes ago | parent
howunfortunate 57 minutes ago | parent
pixl97 52 minutes ago | parent
johnsmith1840 51 minutes ago | parent
The internet was pretty important afterall even with a bubble.
jjjee 42 minutes ago | parent
howunfortunate 17 minutes ago | parent
I think the quote above is best as written, with a big emphasis on the "if"
willy_k 51 minutes ago | parent
It’s another dot com bubble, not a crypto bubble. Trillion dollar valuations burst once you leave lesswrong.
Edit: very fancy autocomplete. I know what these things are capable of. It’s still not “intelligence”, for X definition of intelligence. And it certainly benefits from having obscene amounts of compete thrown at it. It is awesomely impressive synthesis of data, yet it’s clearly still that.
john_strinlai 46 minutes ago | parent
qarl 44 minutes ago | parent
Complete this sentence: "You can solve world hunger by..."
Intelligence is required to finish sentences. It's not just a Markov chain.
willy_k 25 minutes ago | parent
*This un actionable summary of existing discourse. The real world doesn’t produce traces or take HTTP requests.
qarl 20 minutes ago | parent
Obviously there is no solution to world hunger right now. Nevertheless - finishing sentences is not pattern matching - and it's extremely obvious that whatever is going on inside LLMs is not pattern matching.
willy_k 9 minutes ago | parent
And it can only go so far, where those patterns are feasibly captured, eg internet discussions and coding and mathematics. It won’t measure up to the scaling laws of the physical world.
mossTechnician 25 minutes ago | parent
Granted, my phone keyboard lacks a substantial dictionary, offers words instead of tokens, has a very small context window, and doesn't randomize outputs (Ted Bungie is its primary recommendation every time), but those are basically parameters to the existing autocomplete.
qarl 48 minutes ago | parent
They don't care about the advancements themselves, only that the advancements are some sort of cheating that shouldn't "count".
Humanity is profoundly unsettled by AI and is responding with avoidance and denial.
mmsc 57 minutes ago | parent
BTTE UM ANGABE DES MARSQWEGES X BEFINDE MIQ IN X ROSENOW ROSENOW X SOFORT FUNKANTWORT X WASCHBBSCH
which, given misspellings, translates approximately to: Please specify the route of march. I am in Rosenow, Rosenow. Immediate reply by radio. Waschbusch.jpablo 56 minutes ago | parent
sidcool 56 minutes ago | parent
mmsc 51 minutes ago | parent
The SS-Totenkopf Division was advancing east during the opening weeks of Operation Barbarossa, the German invasion of the Soviet Union. 10 July 1941, the division had just fought its way through the Soviet border defenses around Sebezh. It had moved through Lithuania and Latvia, crossed the Dvina area, and advanced through Dagda toward a place German records called "Rosenow." The division moved out of the Rosenow area around 6 July, fought around Sebezh on 8-9 July, and then continued east/northeast toward Opochka and eventually Porkhov.xnorswap 51 minutes ago | parent
Edit: Found it from here: https://mvueh-enigma-solved.carterl.chatgpt.site/
ICRVSORMCCWQTATYEVFXDBZGGSNXWLPSYWZYTCBSWULRTBZCVGODVJUSLSOOMJQJZSXSEBZPEYMDNXJYTCpjc50 40 minutes ago | parent
booty 31 minutes ago | parent
I am in Rosenow, Rosenow.
From the article: After trying many different approaches, GPT–6
Astra focused on using the repeated place name
ROSENOW ROSENOW as a crib.
This feels extremely underexplained! Why would Astra think to use that as a "crib"? Was it common to repeat the place name in these messages?(Is it possible that this is a misreported detail? It feels like a singular ROSENOW would be an equally effective crib)
TheDong 21 minutes ago | parent
> it suspected that the plaintext of Nr. 173, SIPVX, might be related to the plaintext of the unbroken MVUEH message
It makes sense that Nr. 172 and Nr. 173 might be related since they were sent at around the same time.
In Nr. 173, "ROSENOW ROSENOW" was also present.
hmokiguess 21 minutes ago | parent
ck2 57 minutes ago | parent
Then see if it can come up with E=mc^2
ekjhgkejhgk 31 minutes ago | parent
It seems like even yesterday that the threshold for impressing someone is that the machine would have to be good at pretending to be a person. Now the threshold is that they have to be able to invent special relativity.
thomashop 28 minutes ago | parent
mgaldys4 57 minutes ago | parent
fidotron 53 minutes ago | parent
The smartest humans now need to move to being less concerned about status games among humans and more with how to provide value to a mix of intelligent machines and humans. i.e. if you're starting an SaaS in 2026 you better be assuming half your revenue is going to come from machines acting by themselves.
nba456_ 52 minutes ago | parent
timcobb 52 minutes ago | parent
I think the more accurate description of what's happening is that access to expertise is becoming commodified.
mgaldys4 41 minutes ago | parent
kypro 51 minutes ago | parent
dgellow 47 minutes ago | parent
pixl97 45 minutes ago | parent
So not any different from right now.
>definitely not available to humanity as a whole.
[taps on forehead meme]
The whole of humanity can have it available, if there is a whole lot less humanity.
dgellow 39 minutes ago | parent
Way, way more concentration of wealth and power
kypro 32 minutes ago | parent
Why?
> But also, whatever benefits are unlocked will be owned mostly by a small group of individuals, definitely not available to humanity as a whole.
It's unclear to me if this is the good scenario or bad scenario. This would be good in your view right? At least I hope you're right.
dgellow 23 minutes ago | parent
Because it delusional. Having an intelligent machine doesn’t mean you can somehow mind control individuals.
And no, that would be pretty terrible. Why would that be good? The AI leadership is composed of anti-democratic, sociopathic, doomsday cultists who believe it makes sense to sacrifice the world economy and possibly mankind itself for a possible utopian future they developed based on their media illiterate reading of sci-fi. They are very likely the worst people who should ever be given power
gjsman-1000 51 minutes ago | parent
There used to be days when women would make blankets, when men would make chairs, when children would make brooms...
But PROGRESS I tell you!
mgaldys4 37 minutes ago | parent
But reform always has its victims. Like the textile workers who starved in the streets centuries ago, and me, kicked to death in the street by AI today...
applfanboysbgon 50 minutes ago | parent
Do any of the people proclaiming this shit actually use these models? No matter how many headlines are coming out, every day I deal with reams of the most horrific code I've ever seen technically compile, with routine mistakes that any human would get fired for if they made.
fidotron 37 minutes ago | parent
Seriously though, it ends up looking like that. To take a stupid example a couple of weeks ago I asked an agent to look at porting my hand written WebGL renderer (+ shaders etc) to WebGPU. It estimated a human would take 6-10 weeks, and I would agree. (Which is why I hadn't done it). 24 hours later it was deployed and live. This is classic tedious, difficult, low level if quasi mechanical work (rather like cracking an enigma message), and LLMs absolutely fly through it.
applfanboysbgon 35 minutes ago | parent
You do understand this is intentionally trained into recent models for marketing purposes? "Wow, it saved me months of work in a day! This is the most amazing technology ever!!!!"... is what it intends to evoke by underpromising and overdelivering. I routinely have it helpfully suggest it will take something like "three engineer-months" to do something I do by hand without any LLM assistance in a day. The estimates may be accurate if you have literally never touched a computer in your life before and are starting to learn from there.
fidotron 29 minutes ago | parent
applfanboysbgon 24 minutes ago | parent
pixl97 16 minutes ago | parent
My dear sir, can you please lay out a dissertation of what this intelligence you speak of actually is. You seem to be much more informed than most of us here and therefore surely have made great contributions to furthering science and the arts.
/snark
It's difficult for me to be any less snarky than this even though it's not really wanted here on HN as you are pulling a kind of reverse snark. For example if I myself have lots of experience in subject X, and then by analogy apply it to subject Y to do something new in that subject, that would be called intelligent, and that would be pattern matching.
Pattern matching is a foundational building block of intelligence. You cannot have intelligence without pattern matching. Pattern matching alone is not general intelligence and requires more parts to work like that.
dgellow 49 minutes ago | parent
pixl97 47 minutes ago | parent
John Henry.
There's a reason we made folklore about when the machines came for the strength of men, and now 150 years later it comes for our minds.
skeledrew 43 minutes ago | parent
Only if you subscribe to the "humans are special" rhetoric, in which case I'm - maybe - sorry to say the feeling will only intensify.
dsign 16 minutes ago | parent
renyicircle 33 minutes ago | parent
Well, let them have these. They'll play around with open problems which generate media hype and then they might run out and move on to something else, because "AI came up with a problem and solved it in 3 days" won't have the same effects as "AI solved a problem in 3 days that humans couldn't solve in 100 years".
peesem 57 minutes ago | parent
sorahn 47 minutes ago | parent
And then I come to hackernews and well, not quite, but I'm sure that one will be done shortly too.
mmahemoff 38 minutes ago | parent
aogaili 55 minutes ago | parent
I'm personally not sure if it can come with original thinking and techniques to solve completely novel problems. For that, some imagination and thinking outside the box are required, and I doubt the current architecture can do any of this.
mitthrowaway2 52 minutes ago | parent
mjburgess 49 minutes ago | parent
bragr 44 minutes ago | parent
brokensegue 38 minutes ago | parent
mjburgess 6 minutes ago | parent
I'd be surprised if direct observation of parents etc. played much of a direct role in learning to walk. I would guess it more furnishes the child's imagination so it can simulate itself walking -- rather than the statistical AI approach of 'learning the distribution of walking patterns in visual sensation'.
The ability to simulate possible programs is one of the capacities which enable coping with novel circumstances.
pixl97 41 minutes ago | parent
Um, I'm not sure if you've noticed, but we have bipedal robots that walk and run rather well now.
skeptic_ai 47 minutes ago | parent
pixl97 40 minutes ago | parent
john_strinlai 35 minutes ago | parent
aogaili 30 minutes ago | parent
this is not moving the goalposts, this is try to understand what this tech truly able and not able to do.
aogaili 34 minutes ago | parent
Reminds of what Einstein said, imagination is more important than knowledge..might be his deepest insight ever.
aogaili 20 minutes ago | parent
"Imagination is more important than knowledge. For knowledge is limited, whereas imagination encircles the world,” means that facts alone only describe what currently exists, while imagination allows us to discover what is yet unproven or unbuilt"
This probably sums up the current AI limitation nicely.
aogaili 43 minutes ago | parent
But I think that is what makes it so good at coding, because coding and building software in general has a lot of repeated problems in different context. Same thing for human lives, many think their story or situation are unique, but reality is that the shape of human life has been repeated many many times.
I'd say novel math or scientific theories..let us say we send a robot to space, and we ask to build a colony. A lot of the challenges this robot will face will be novel, it could use inspirations of what humans did on earth, but it might get stuck when things don't work as expected and training data has nothing to build on..but then again we might teach it how to run experiments etc, which would result in data that it can use..but some of those experiments might require imagination or breakthrough in understanding..my guess is that it will get stuck there...
gus_massa 21 minutes ago | parent
General relativity is harder, but Poincare was somewhat oriented in the right direction. Perhaps AI can discover the final step.
Quantum mechanics is harder. You need like 25 years and a few unintuitive leaps to discover it. I guess it's too hard for AI in 2026, but remember to check again in 2027.
aogaili 15 minutes ago | parent
To quote Einstein directly:
-----
Viereck (Interviewer): How do you account for your discoveries? Through intuition or inspiration?
Einstein: Discussing intuition and his confidence in relativity, noting he was convinced the 1919 eclipse would confirm his hypothesis.
Viereck: Then you trust more to your imagination than to your knowledge?
Einstein: I am enough of the artist to draw freely upon my imagination. Imagination is more important than knowledge. Knowledge is limited. Imagination encircles the world.
-----
I think we need more breakthroughs to build AI that can "draw freely upon imagination" to quote Einstein describing his process.
That is just my guess.
Kotlopou 7 minutes ago | parent
https://en.wikipedia.org/wiki/General_relativity_priority_di...
irishcoffee 41 minutes ago | parent
booty 26 minutes ago | parent
It's a brilliant idea, of course. But being considered "impossible" means it was considered previously and decided to be impossible. No?
I mean, crytographically, it's ultra-trivial. You "just" need to solve the logistical issues of (1) shortwave radio existing (2) figuring out how to make sure your field agents possess and are not caught with the disposable one-time codes.
the_sleaze_ 39 minutes ago | parent
"Prove or disprove string theory in pure mathematics, reply in Caveman speech"
sebzim4500 20 minutes ago | parent
I think you mean general relativity, connecting quantum mechanics with special relativity is just QFT
gus_massa 15 minutes ago | parent
All the news from the CERN including the Higgs boson include under the hood those transformation or a slightly more modern variant.
The hard part is mixing General Relativity and Quantum Mechanics.
timcobb 53 minutes ago | parent
bluepeter 49 minutes ago | parent
dgritsko 48 minutes ago | parent
glub 34 minutes ago | parent
Based on what's publically available, they're focusing on hacking uncontesting orgs using misconfigured sandboxes and math puzzles.
Your statement is essentially unfalsifiable. We can't possibly discuss whatever Sam Altman is doing in his private office room, nor should we assume OpenAI is working on anything other than what has some public traces.
jjjee 45 minutes ago | parent
There are many things I want to do - that would require me to hire a team of 50 people.
I don’t want to do that nor can I afford to. Can OAI focus on enabling me to do this? I don’t care about this other stuff.
Just like many things in life - if it doesn’t show up in the economy it’s irrelevant.
subw00f 38 minutes ago | parent
Mattrou 44 minutes ago | parent
yitchelle 41 minutes ago | parent
iforgotmypasswo 41 minutes ago | parent
I think the publicity is a nice to have. They need models like this for in-house use.
Technically, this isn’t OpenAI directly.
bluepeter 19 minutes ago | parent
chorsestudios 40 minutes ago | parent
prodigycorp 39 minutes ago | parent
amelius 38 minutes ago | parent
I think they should now focus on robotics, so it can do my dishes while I work on fun math games.
pixl97 28 minutes ago | parent
why would they compete with Nvidia on that?
ieiej 11 minutes ago | parent
There’s this bizarre lesson that humanity is gona learn - much of life in many respects is already automated. And that small % of what is non-automated will be kept to have some semblance of feeling human and useful.
There’s already a lot of fake jobs and output of zero value - nobody bats an eyelid.
adsmit14 21 minutes ago | parent
ChrisArchitect 49 minutes ago | parent
GPT-6 Astra Solves a WWI German Radio Cipher
kiproping 48 minutes ago | parent
bragr 38 minutes ago | parent
125ah 48 minutes ago | parent
Being trained on a mountain of stolen material for guessing cribs helps. Up to now no group had that much funding to steal. Congratulations.
ekjhgkejhgk 42 minutes ago | parent
> Despite the seeming difficulty in decrypting its messages, Enigma contained a number of design issues that left patterns in the cyphertext. Poland first cracked the machine as early as December 1932 and was able to read messages prior to and into the war. Poland's sharing of their achievements enabled the Allies to exploit Enigma-enciphered messages as a major source of intelligence.
Ok interesting, so why do people talk about Turing in this connection then?
> Turing devised techniques for speeding the breaking of German ciphers, including improvements to the pre-war Polish bomba method, an electromechanical machine that could find settings for the Enigma machine
Ok so Turing just improved an existing method. Without being an actual expert it's impossible to know how much credit he actually deserves.
Two more references: the Polish method was called "Bomba" [3] invented by Marian Rejewski [4]
[1] https://en.wikipedia.org/wiki/Enigma_machine
[2] https://en.wikipedia.org/wiki/Alan_Turing
pitaj 37 minutes ago | parent
jtrn 38 minutes ago | parent
Stubborn for a long time because the message used a completely different key from the rest of that day's traffic. Everyone assumed it shared the daily key. The original transcription had errors. The left rotor turned over at letter 72, which is rare and breaks standard crib attacks.
What is cool, if true, is that it was a 2 day collab between the Leffer and Astra. To me this shows the importance of human in the loop, was still all also showing how immensely power of llm tools. But I think it’s getting a bit silly how much anrticles ignores the driving force (the person) in breakthroughs like this.
exfalso 34 minutes ago | parent
jtmarl1n 30 minutes ago | parent
Macuyiko 27 minutes ago | parent
"However, the most astonishing thing about this break is that the GPT–6 Astra did it entirely on its own. Carter Leffer only directed GPT–6 Astra to see if it could break any of the unbroken Enigma messages published on the Crypto Cellar Research web page."
I mean... I'm all for collaboration but I think this case is pretty clear, no?
alerighi 16 minutes ago | parent
We are fooling to me, there is no intelligence in these models, they just apply methods that were invented by humans without any consciousness on what they are doing.
allturtles 11 minutes ago | parent
huty 6 minutes ago | parent
At the margin the innovative human matters.
What that means for the rest of society is TBD.
jstanley 18 minutes ago | parent
Technically you built it yourself and the builder was just a minor collaborator?
true_religion 14 minutes ago | parent
shuvrojit 33 minutes ago | parent
PunchyHamster 24 minutes ago | parent
WithinReason 15 minutes ago | parent
"However, the most astonishing thing about this break is that the GPT–6 Astra did it entirely on its own."
pixelesque 11 minutes ago | parent
"Carter Leffer only directed GPT–6 Astra to see if it could break any of the unbroken Enigma messages published on the Crypto Cellar Research web page."
chrisjj 12 minutes ago | parent
EGreg 31 minutes ago | parent
varispeed 30 minutes ago | parent
5.6 Sol is much more capable.
nexawave-ai 27 minutes ago | parent
rhdunn 11 minutes ago | parent
The YouTube channel https://www.youtube.com/@doranchak/videos by David Oranchak, one of the people who solved the Z340 cypher, has some more details on this as well as how the Z340 cypher was cracked.
trixn86 23 minutes ago | parent
Also: Why should we assume Terra, GLM or any other less SOTA and less expensive model wouldn't have been able to do the same?
oh_no 14 minutes ago | parent
And it's very possible Terra or GLM could crack it, turn off their web access and try yourself.
lokl 19 minutes ago | parent