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Show HN: LocalGPT – A local-first AI assistant in Rust with persistent memory

https://github.com/localgpt-app/localgpt
68•yi_wang•2h ago•23 comments

SectorC: A C Compiler in 512 bytes (2023)

https://xorvoid.com/sectorc.html
233•valyala•10h ago•45 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
25•RebelPotato•2h ago•4 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
144•surprisetalk•10h ago•146 comments

Software factories and the agentic moment

https://factory.strongdm.ai/
176•mellosouls•13h ago•333 comments

Brookhaven Lab's RHIC concludes 25-year run with final collisions

https://www.hpcwire.com/off-the-wire/brookhaven-labs-rhic-concludes-25-year-run-with-final-collis...
62•gnufx•9h ago•55 comments

IBM Beam Spring: The Ultimate Retro Keyboard

https://www.rs-online.com/designspark/ibm-beam-spring-the-ultimate-retro-keyboard
19•rbanffy•4d ago•4 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
173•AlexeyBrin•15h ago•32 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
152•vinhnx•13h ago•16 comments

LLMs as the new high level language

https://federicopereiro.com/llm-high/
41•swah•4d ago•91 comments

First Proof

https://arxiv.org/abs/2602.05192
125•samasblack•12h ago•75 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
298•jesperordrup•20h ago•95 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
69•momciloo•10h ago•13 comments

FDA intends to take action against non-FDA-approved GLP-1 drugs

https://www.fda.gov/news-events/press-announcements/fda-intends-take-action-against-non-fda-appro...
96•randycupertino•5h ago•212 comments

Al Lowe on model trains, funny deaths and working with Disney

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
98•thelok•12h ago•21 comments

Show HN: A luma dependent chroma compression algorithm (image compression)

https://www.bitsnbites.eu/a-spatial-domain-variable-block-size-luma-dependent-chroma-compression-...
35•mbitsnbites•3d ago•3 comments

Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
566•theblazehen•3d ago•206 comments

Show HN: Axiomeer – An open marketplace for AI agents

https://github.com/ujjwalredd/Axiomeer
7•ujjwalreddyks•5d ago•2 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
35•chwtutha•1h ago•5 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
286•1vuio0pswjnm7•16h ago•465 comments

Microsoft account bugs locked me out of Notepad – Are thin clients ruining PCs?

https://www.windowscentral.com/microsoft/windows-11/windows-locked-me-out-of-notepad-is-the-thin-...
127•josephcsible•8h ago•155 comments

The silent death of good code

https://amit.prasad.me/blog/rip-good-code
81•amitprasad•4h ago•76 comments

Selection rather than prediction

https://voratiq.com/blog/selection-rather-than-prediction/
29•languid-photic•4d ago•9 comments

I write games in C (yes, C) (2016)

https://jonathanwhiting.com/writing/blog/games_in_c/
180•valyala•10h ago•165 comments

OpenCiv3: Open-source, cross-platform reimagining of Civilization III

https://openciv3.org/
899•klaussilveira•1d ago•275 comments

Learning from context is harder than we thought

https://hy.tencent.com/research/100025?langVersion=en
225•limoce•4d ago•125 comments

Reinforcement Learning from Human Feedback

https://rlhfbook.com/
115•onurkanbkrc•15h ago•5 comments

Where did all the starships go?

https://www.datawrapper.de/blog/science-fiction-decline
141•speckx•4d ago•224 comments

Unseen Footage of Atari Battlezone Arcade Cabinet Production

https://arcadeblogger.com/2026/02/02/unseen-footage-of-atari-battlezone-cabinet-production/
143•videotopia•4d ago•48 comments

Show HN: Look Ma, No Linux: Shell, App Installer, Vi, Cc on ESP32-S3 / BreezyBox

https://github.com/valdanylchuk/breezydemo
299•isitcontent•1d ago•39 comments
Open in hackernews

Why alien languages could be far stranger than we imagine Essays

https://aeon.co/essays/why-alien-languages-could-be-far-stranger-than-we-imagine
24•rbanffy•9mo ago

Comments

arisbe__•9mo ago
For the forward after the beginning is is with the backward before the beginning is.
rbanffy•9mo ago
My head canon says Yoda speaks that way because time he perceives differently.
amelius•9mo ago
Can we build an AI device X that can start a conversation with another device X (but alien) and figures out the language rules of the alien language?

What would such a device be called? Perhaps universal translator?

tough•9mo ago
Correct https://memory-alpha.fandom.com/wiki/Universal_translator
amelius•9mo ago
I think the difference with the UT from star trek is that the device X will talk to another device X instead of listening/interacting directly in the spoken language.
zaik•9mo ago
What data will the AI be trained on?
amelius•9mo ago
The idea is that the AI will have a conversation with the device of the aliens, exchanging information and learning on the way. Depending on the performance of both devices this can take seconds, or hours.
soco•9mo ago
But will they be exchanging anything, and would that anything be worth calling "information"? There's a lot of assumptions in this sentence, to the level of calling it magical thinking. (Our) AI is not magic, and is only interpolating human knowledge, so I don't think it can figure anything out by itself. In any case nothing novel. Note I'm not saying "impossible" but definitely not just "let them chat" - which already assumes they found a way to do (what we define as) chat.
Ukv•9mo ago
> But will they be exchanging anything, and would that anything be worth calling "information"?

If I'm understanding, the main idea is for it to figure out language/grammar rules, which would then enable communication between the two species. I think it makes sense to call that information, but its utility is independent of what we call it.

Such a device might make sense as something to include on probes we send out in case they encounter life, since in many cases round-trip communication back with Earth would take a long time.

> (Our) AI is not magic, and is only interpolating human knowledge, so I don't think it can figure anything out by itself.

I don't think deep learning models are interpolating in any literal sense - curse of dimensionality means essentially no real inputs or outputs fall within the convex hull of the training samples.

LLMs aren't currently as good at reasoning as humans are, but figuring out language rules does feel within their wheelhouse. Granted our architecture choices, like attention, do convey some priors that are true of human languages but might not be of alien languages, so we shouldn't expect them to be as good at picking up alien languages as human languages, but similar can be said of our own brains.

deadbabe•9mo ago
Or eternity.
blueflow•9mo ago
There has to be a shared set of knowledge to bootstrap from. On earth this is a given because we all breathe, drink water and eat fruits from trees. We can point at things and call their name, and that works because both parties know the object and a word for it.
amelius•9mo ago
We can start by teaching basic mathematics, e.g. 0=0, 1=1, 2=10, 3=11, etc., then geometry, circles, squares, angles, etc., pythagoras 3^2+4^2=5^2, etc.
palmotea•9mo ago
> Can we build an AI device X that can start a conversation with another device X (but alien) and figures out the language rules of the alien language?

> What would such a device be called? Perhaps universal translator?

Such a device is properly called "a fantasy."

butlike•9mo ago
C3-PO
butlike•9mo ago
Would such a device be a "human security hole?" Any bad actor alien species could study the AI construct and get a great overview of the holistic capacity of humanity, which would expose any weak areas ripe for invasion.
drewcoo•9mo ago
Vonnegut already imagined aliens from planet Margo communicating by farting and tap dancing.
grues-dinner•9mo ago
Almost as wierd as the aliens in Embassytown then!
rini17•9mo ago
Sign language of Deaf when it's their first language is strange enough, it does have something map-like that the author writes about. Curious that practically nobody is nerding out on it, unlike various aliens mentioned. My personal observation is the Deaf culture is so extrovert that it's actually repulsive to nerds. That the language does not have written form is not helping.

Imagine that, hyper extrovert aliens that are understudied because they feel acutely icky to all introvert humans lmao.

bradrn•9mo ago
> Sign language […] does have something map-like that the author writes about.

Not really, no. Sign languages have basically the same structure as spoken languages. (Exceptions are fairly minor, e.g. the use of space for anaphora in ASL.)

> That the language does not have written form is not helping.

Again, no. There are a number of well-established sign language writing systems, including SignWriting [0] and Stokoe Notation [1].

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

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

magicalhippo•9mo ago
Reminds me of the game Sethian[1], where you have to communicate with an alien computer using its alien language.

I really liked the concept, but the game was a bit hampered by a fairly rigid decision tree. A remake using a local LLM could potentially be much more engaging.

[1]: https://store.steampowered.com/app/432370/Sethian/

bell-cot•9mo ago
> A remake using a local LLM ...

Training data for that LLM could be difficult to source...

magicalhippo•9mo ago
Well sure, but the game creator would have to come up with a reasonably self-consisten language anyway, so could potentially generate training data.

Given it's an alien language, we'd be less inclined to see its flaws I imagine.

speak_plainly•9mo ago
Given our limited success in understanding the communication of non-human species (despite sharing evolutionary ancestry) our chances of meaningfully communicating with an alien species are likely near zero, unless they take the lead in bridging the gap.

We often assume that language, a distinctly human trait, is a prerequisite for intelligence or success, but it may be unique to us. Even on our own planet, no other species demonstrates the capacity for language.

VagabundoP•9mo ago
I think having fairly advanced species on both sides of the problem would lead to communication at some point.

I'd guess that it could take years or decades even for simple communication, and the nuances of cultural exchange could take centuries.

lopis•9mo ago
It depends what you mean by language. I think you're using a very narrow definition in your comment. We already have evidence that some whales use sounds to identify other whales, i.e. "names". We also have building evidence that their vocalization contains some sort of words. If you expand language beyond spoken language, there is evidence of clear communication of complex data, like bees explaining others where to find food with basically little dance moves.

A large part of our "intelligence" is actually the ability to not needing to know everything, because we live in a society. I don't need to know how to build a vehicle or how it works to be able to learn how to drive it. Most animals don't have that luxury. And an important requirement for that is being able to communicate complex ideas with your peers, and pass them on to the next generations.

Maybe if intelligence alien life is completely different than what we find on Earth, this isn't necessary. Like if they don't live in the same plane of existence. But if it is comprised of physical conscious individuals, it's highly likely that they would have some sort of language.

Izkata•9mo ago
> We already have evidence

> We also have building evidence that

You're agreeing with them. They didn't say we have "limited evidence of communication", they said we have "limited success understanding the communication of".

justinrubek•9mo ago
In the first paragraph, sure. In the second, not so much.
gizmo686•9mo ago
Assuming the alien life is intelligent and motivated to speak to us [0], then we have a significant advantage over our attempts at understanding existing animal languages.

There is ample precedent for that on Earth. In our own history, when two district linguistic groups meet, they do not learn each other's language. They mutually establish a primitive protocol language (pidgin) that is sufficient for communication.

With animals, pretty much any pet owner can attest to establishing some communicative ability with their pets. Even with non domestic species like dolphins, scientists have been able to establish basic communication.

If there was a species of comparable intelligence, knowledge, and institutional capacity to us, we would be able to work around having incompatible innate communication facilities.

[0] In the build intergalactic space ships, and whatever their version of dedicating teams of researchers and supporting logistics is

BrandoElFollito•9mo ago
I have a cat and I noticed that the communication is mostly cat -> me. Not really the other way round.

She is very capable to express what she wants, but my attemps not so much.

Except when I make certain weird noises (a specific set). She will wave her tail a bit every time, whether she is sleeping, or staying at something invisible, or looking at the roomba.

I always wondered what this tell wave mean (it is just the sun's, they're is no followup afterward)

lopis•9mo ago
Tangential: 2 Youtuber linguists have created a Dragon Language [0] and a Gorilla language [1], which incorporate breathing fire and beating your chest respectively. Basically my point is that life is pretty resourceful when it comes to communication.

[0] https://www.youtube.com/shorts/lpHuXceIRmE

[1] https://www.youtube.com/shorts/qwUoLQmO4dk

0points•9mo ago
> 2 Youtuber linguists have created a Dragon Language

> ~~life is pretty resourceful~~

Youtubers are pretty creative.

ashoeafoot•9mo ago
The circumstances for life make language pretty universal. Every statemachine transducing knows what the lack of execution energy aka hunger is.

The only thing i can imagine erroding that away is a prolonged surplus society. A startrek like language i can imagine pretty much communicating "hunger" only as a foodsource-error.

But the situations for the individual and the neuro adaptions (mental phenotypes)i imagine to be pretty universal .

jmclnx•9mo ago
Nice Read, but one example was missed, Dolphins and Whales.

We know they communicate to each other, and maybe the "language" is simple. People have tried for decades without luck.

Can you imagine what a complex alien language would be like ? I think our only hope would be the aliens can understand our language.

butlike•9mo ago
Right? What if the language is like patterns in electromagnetic waves or something. People get caught up on it being "not dissimilar to existing Early languages," but it could be as abstract as "vibe-based language."