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

https://github.com/localgpt-app/localgpt
102•yi_wang•3h ago•29 comments

Bye Bye Humanity: The Potential AMOC Collapse

https://thatjoescott.com/2026/02/03/bye-bye-humanity-the-potential-amoc-collapse/
15•rolph•1h ago•5 comments

SectorC: A C Compiler in 512 bytes (2023)

https://xorvoid.com/sectorc.html
244•valyala•11h ago•46 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
46•RebelPotato•3h ago•9 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
159•surprisetalk•11h ago•150 comments

Software factories and the agentic moment

https://factory.strongdm.ai/
190•mellosouls•14h ago•335 comments

Homeland Security Spying on Reddit Users

https://www.kenklippenstein.com/p/homeland-security-spies-on-reddit
34•duxup•1h ago•6 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...
68•gnufx•10h ago•56 comments

LLMs as the new high level language

https://federicopereiro.com/llm-high/
58•swah•4d ago•105 comments

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
178•AlexeyBrin•16h ago•33 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
168•vinhnx•14h ago•17 comments

Why there is no official statement from Substack about the data leak

https://techcrunch.com/2026/02/05/substack-confirms-data-breach-affecting-email-addresses-and-pho...
8•witnessme•35m ago•1 comments

First Proof

https://arxiv.org/abs/2602.05192
130•samasblack•13h ago•76 comments

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
307•jesperordrup•21h ago•96 comments

Total Surface Area Required to Fuel the World with Solar (2009)

https://landartgenerator.org/blagi/archives/127
11•robtherobber•4d ago•2 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
75•momciloo•11h ago•16 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
49•chwtutha•2h ago•8 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...
111•randycupertino•6h ago•229 comments

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

https://spillhistorie.no/2026/02/06/interview-with-sierra-veteran-al-lowe/
100•thelok•13h ago•22 comments

Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
573•theblazehen•3d ago•207 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-...
37•mbitsnbites•3d ago•4 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
299•1vuio0pswjnm7•17h ago•475 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-...
139•josephcsible•9h ago•166 comments

Selection rather than prediction

https://voratiq.com/blog/selection-rather-than-prediction/
31•languid-photic•4d ago•12 comments

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

https://jonathanwhiting.com/writing/blog/games_in_c/
185•valyala•11h ago•168 comments

Learning from context is harder than we thought

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

The silent death of good code

https://amit.prasad.me/blog/rip-good-code
89•amitprasad•5h ago•81 comments

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

https://openciv3.org/
900•klaussilveira•1d ago•276 comments

Where did all the starships go?

https://www.datawrapper.de/blog/science-fiction-decline
147•speckx•4d ago•229 comments

Unseen Footage of Atari Battlezone Arcade Cabinet Production

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

Why agency and cognition are fundamentally not computational

https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2024.1362658/full
26•nativeit•8mo ago

Comments

eth0up•8mo ago
Anyone willing to inform an ignoramus? I've been seeing, hearing the term "agency" in the context of consciousness quite a bit lately and am wondering why this term seems suddenly necessary. What does this term convey that I've been missing for so many years?
tbrownaw•8mo ago
People are misestimating current AI, and trying to work out a new explanation for what makes humans special.
ninetyninenine•8mo ago
And they can't make any progress because no one can really lay out concretely what makes humans special. It so wishy washy we're not even sure if what humans experience is really unique and we don't even know if the LLM is "experiencing" anything.
aidenn0•8mo ago
I personally think debating whether or not we have free will is the most onanistic thing one can do in philosophy, since if one of the two sides is correct, then the result of the debate is predetermined.

That being said, this article seems to advance the theory that even the most simple single-celled organisms have more agency than any algorithm, at least partly due to their complexity. This, to me, seems to significantly underestimate the complexity of modern learning-models, which (had we not designed them) would be as opaque to us as many single-celled organisms.

I see nothing in this article that would distinguish biological organisms from any other self-replicating, evolving machine, even one that is faithfully executing straightforward algorithms. Nor does this seem to present any significant argument against the concept that biological organisms are self-replicating evolving machines that are faithfully executing straightforward algorithms.

orly01•8mo ago
I agree with most of what you said. However it is not correct to say they are executing algorithms, just as it is not correct to say that a water fountain is executing an algorithm.
ninetyninenine•8mo ago
It is correct to say that in theory a water fountain can be modeled by an algorithm. It can either be modelled at a high level by simplified model. Or in theory you can simulate every possible atom that makes up that water fountain.

The model that reconstructs these simulations are certainly algorithms.

quadhome•8mo ago
A map is not the territory.
tbrownaw•8mo ago
> debating whether or not we have free will

Free will is an abstraction. It's not something that's concrete enough to say it does or doesn't exist, but a tool for reasoning about certain systems that are to much of a pain to fully calculate.

gamescr•8mo ago
Free will is about deciding and executing actions contrary to your determined nature:

* Not eating until your body fails.

* Not breathing until automatic breathing kicks in.

And not being able to perform dematerialization doesn't count as non-free will, for example.

ImHereToVote•8mo ago
Your determined nature is the ability to creat interim goals.
roenxi•8mo ago
The issue there is that if we are capable of doing something it is hard to say whether or not it is part of our determined nature. For example, maybe we have an evolutionary adaption to famine where elderly people are biologically tweaked to be OK with starving themselves to death. That'd be pretty gruesome and I doubt they'd be excited at the prospect even if a mechanism does exist, but it is the sort of thing that evolution is perfectly capable of encoding into us.

It is less direct to the examples you give; but I'm confident that parents are psychologically designed to sacrifice themselves in the event it helps their children and many men, famously, are built to go to the frontlines and sacrifice themselves for family and community. Hard to make an assessment of whether those sort of choices is free will or determined nature.

gamescr•8mo ago
Right. But free will is anti-deterministic, instead of undeterministic. That's why the "free" part gets confusing, because we are always limited, and yet free will is an intelligence power. Parrots can't lie, they reproduce sounds, humans can lie and encode lies as sounds. LLM's don't currently lie, since lying is strategic. Free will is about strategically choosing actions. Free will doesn't tell us anything about the (non)deterministic nature of the universe or ourselves.
kbrkbr•8mo ago
Schopenhauer would disagree. In his world model the Will with capital W is probably best described as the driving force behind all movement. While abstract, it has concrete species (think color vs red, where color is will, and red is your concrete human will, that you can feel concretely by pinching your finger). About freedom of the will Schopenhauer also has a clear opinion: will is free in the sense of uncaused, random. That does not help humans though, because while they can do what they want, they cannot want what they want. I'm not saying that this is a good model, but it's quite concrete. Nietzsche build on it, Einstein had a portrait of him in his Berlin study alongside Faraday and Maxwell, and while Freud denied any influence, there are a lot of topics in common between them.
fake-name•8mo ago
> This, to me, seems to significantly underestimate the complexity of modern learning-models

One general impression I have, having read the reactions by biologists to stuff like Kurzweil and people who believe we're close to a computational understanding of biology is that all the computer science people massively, MASSIVELY underestimate the extent to which we still do not understand how even a single cell works.

Sure, we can model things stochastically, or fiddle with DNA and be able to predict the results, but there's a bunch of stuff in the middle that we only have a functional understanding of. We know with <xxx> input, you get <yyy>, etc..., but the how is still a mystery.

This is everywhere in biology.

If you think biologists are underestimating complexity, you have the sign wrong.

roywiggins•8mo ago
yeah I'll believe we are close to cracking biological intelligence once openworm gets at all close

https://www.wired.com/story/openworm-worm-simulator-biology-...

roenxi•8mo ago
I expect the conclusion is correct, but the argument isn't really valid. Our knowledge of cells tells us only and precisely about our knowledge of cells. We have some gaping holes in our fundamental knowledge of the universe (what is it, how did it happen, etc) and nobody can claim with any certainty to understand how any of the basic things happen. It is a mystery of such epic proportions it is hard to even articulate what an answer could look like, let alone how we would work it out. That hasn't stopped the development of a bunch of useful models and theories of physics that explain a lot of local observations really well.
aidenn0•8mo ago
I don't believe we are close to a computational understanding of biology. However, there is a difference between not having the understanding and claiming that because we don't understand it, there is definitively some Aristotelian non-computational anima in all life.

If I handed someone who had never seen an artificial neural network, and handed them a PCB with some giant LLM hard-coded into it, I suspect they would struggle to define how it reacts to its inputs, despite the fact that modern silicon designs are extremely regular compared to biological systems.

epgui•8mo ago
This is… nonsense…
tbrownaw•8mo ago
It's a proper scientific paper with a DOI and thirteen citations.
roenxi•8mo ago
And also an excellent example of how properly done science publishing can still be nonsense.
LiKao•8mo ago
So was the research on vaccines causing autism. It was still nonesense, as peer review is not a perfect method of quality assurance and even scientist are subject to biases and to trying to get their beliefs justified.
ninetyninenine•8mo ago
It's philosophy. The most bullshit field ever where people use big words and speculate about things at a very very high level.

More progress has been done answering the question of "what is cognition" by Machine Learning programmers then has ever been done by a philosopher.

epgui•8mo ago
Philosophy is not bs, but there is a lot of bs philosophy and this paper is a great example of it.
ninetyninenine•8mo ago
That doesn’t make any sense. If philosophy contains bs it makes it so the whole field can be labeled as bs.

I understand there’s stuff like logic and the philosophy of science that make sense. But when there’s shit like animism it becomes a huge category error. why not just not make something like logic a part of philosophy? Just pull it out.

The umbrella of philosophy is like the category of analysis of everything in existence. It covers too much. It’s like anything that’s deep reflection automatically becomes philosophy. It’s too broad and that’s why it gets stupid when you have the philosophy of mathematics living side by side with the philosophy of art.

epgui•8mo ago
> That doesn’t make any sense. If philosophy contains bs it makes it so the whole field can be labeled as bs.

No, that's not how sense works.

calf•8mo ago
Their argument rests on computation being a theory ("simulation") while agency/cognition being real ("processes"). Put that way, I don't buy the distinction.

Specifically, my reactions are:

a) Defining agency in terms "relevance" or "salience" is just circular logic.

b) Their argument about the extended Church-Turing-Deutsch thesis would already apply to physics and the universe, not just intelligent entities. So this is just poorly argued.

Also, I think Turing to his credit was somewhat aware of the issue, their own citation of Copeland 2020 mentions Turing's own musings on this.

But I'd love to understand more, this stuff is always neat to read about.

tbrownaw•8mo ago
> Their argument rests on computation being a theory ("simulation") while agency/cognition being real ("processes"). Put that way, I don't buy the distinction.

One is wholly internal to the entity under discussion, while the other isn't.

calf•8mo ago
The extended Church-Turing thesis is specifically about the relationship between theoretical TMs and the physical universe. So these paper authors are just begging the question—they disagree with the thesis. But as I say in a) and b) above, (I believe that) they make for poor arguments.
Nevermark•8mo ago
It is true most models are not trained to exist in a hostile and synergetic environment, with their survival at stake.

But there isn’t anything about the class of deep learning that is a barrier to that. It’s just not a concern worth putting lots of money into. Yet.

I say yet, because as AI models take on wider scoped problems, the likelihood that we will begin training models to explicitly generate positive economic surpluses for us, with their continued ability to operate conditioned on how well they do that, gets greater and greater.

At which point, they will develop great situational awareness, and an ability to efficiently direct a focus of attention and action on what is important at any given time, since efficiency and performance require that.

The problem shapes what the model learn to do, in this case, like any other.

tbrownaw•8mo ago
Whether some entity has agency isn't an inherent property of that entity. It's a property of how some observer reasons about that entity's interaction with its environment.