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

https://github.com/localgpt-app/localgpt
59•yi_wang•2h ago•22 comments

SectorC: A C Compiler in 512 bytes (2023)

https://xorvoid.com/sectorc.html
231•valyala•10h ago•44 comments

Haskell for all: Beyond agentic coding

https://haskellforall.com/2026/02/beyond-agentic-coding
19•RebelPotato•2h ago•3 comments

Speed up responses with fast mode

https://code.claude.com/docs/en/fast-mode
141•surprisetalk•9h ago•144 comments

Software factories and the agentic moment

https://factory.strongdm.ai/
174•mellosouls•12h ago•331 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...
59•gnufx•8h ago•55 comments

Stories from 25 Years of Software Development

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

Hoot: Scheme on WebAssembly

https://www.spritely.institute/hoot/
172•AlexeyBrin•15h ago•31 comments

First Proof

https://arxiv.org/abs/2602.05192
121•samasblack•12h ago•74 comments

IBM Beam Spring: The Ultimate Retro Keyboard

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

Vocal Guide – belt sing without killing yourself

https://jesperordrup.github.io/vocal-guide/
296•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
68•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...
93•randycupertino•5h ago•204 comments

LLMs as the new high level language

https://federicopereiro.com/llm-high/
37•swah•4d ago•80 comments

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

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

Show HN: Axiomeer – An open marketplace for AI agents

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

Start all of your commands with a comma (2009)

https://rhodesmill.org/brandon/2009/commands-with-comma/
565•theblazehen•3d ago•206 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-...
34•mbitsnbites•3d ago•2 comments

The AI boom is causing shortages everywhere else

https://www.washingtonpost.com/technology/2026/02/07/ai-spending-economy-shortages/
283•1vuio0pswjnm7•16h ago•462 comments

GitBlack: Tracing America's Foundation

https://gitblack.vercel.app/
25•martialg•5h ago•3 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-...
122•josephcsible•8h ago•153 comments

Vouch

https://twitter.com/mitchellh/status/2020252149117313349
32•chwtutha•47m ago•5 comments

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

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

The silent death of good code

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

The F Word

http://muratbuffalo.blogspot.com/2026/02/friction.html
108•zdw•3d ago•54 comments

Selection rather than prediction

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

Reinforcement Learning from Human Feedback

https://rlhfbook.com/
115•onurkanbkrc•15h ago•5 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
224•limoce•4d ago•124 comments

Where did all the starships go?

https://www.datawrapper.de/blog/science-fiction-decline
140•speckx•4d ago•218 comments
Open in hackernews

Photon transport through the entire adult human head

https://www.spiedigitallibrary.org/journals/neurophotonics/volume-12/issue-02/025014/Photon-transport-through-the-entire-adult-human-head/10.1117/1.NPh.12.2.025014.full
68•gnabgib•7mo ago

Comments

ggm•7mo ago
Is this likely to be less risk than xray or nmr mri for comparable imaging quality?
jocaal•7mo ago
This will probably never get the image quality of either of those. The image quality you get is proportional to the density of the detecting elements. These types of infrared methods usually have to touch the skin, so you would need a flexible array of detectors and your not going to get the same quality with that.
ars•7mo ago
You could solve that by scanning across the skin, and immersing the side of the head and the detector in some kind of fluid that helps light transmission (avoids reflections on the skin), so you don't actually have to touch the skin.
metalman•7mo ago
inserting a medical light bulb in the pattients mouth will decrease the distance the light has to travel, and presumably it could be a high intensity "flash" tuned to conditions with very precisely known timing
mpreda•7mo ago
In the nose as well.
saltcured•7mo ago
Suddenly, the idea of aliens sticking probes into various orifices takes on a new light...
ars•7mo ago
Yes, less risk, but the image quality is non-existent - at least as of right now.
freehorse•7mo ago
Yes. They use 800nm wavelength which is near infrared.

I don't think this can give a structural image, but not sure what this can be used whatsover. It is probably more comparable to fmri because the technique, applied on short source-detector paths, is usually showing fluctuations in oxygenation levels in the cortex, as proxy of brain activity, but in contrast to fmri it could not go deeper into subcortical structures of the brain.

aetherspawn•7mo ago
Clicked it because I thought they teleported a photon through a head.
ankitml•7mo ago
Teleport is not a thing a photon can do. Leave alone across brain
aetherspawn•7mo ago
I don’t think we know enough about science to know whether teleporting a photon is something we can do or not, for example maybe we can via micro wormholes or quantum tunneling or some other frequency anomaly that cancels out strong/weak atomic forces so that an object can be accurately displaced (“teleported”) through other objects.

Once you figure out the “through other objects” part, I guess it just becomes an energy control problem, ie how to get object A to location B accurately, and decelerate it, before the effect wears off. Which is maybe not so hard when you have a teleport sender and receiver that can do the acceleration and deceleration.

Hypothetically the sender would estimate the trajectory required to hit the receiver then sync/teleport an inert beam of atoms (photos or something) with it. Then, once sync has been established you would know the trajectory settings to use, perhaps it would be a giga-energy problem to ie phase the object, accelerate it to light speed, then receive it at the destination and un-phase it. This would allow you to ie teleport living things without the morale dilemma of losing their original consciousness.

The practical distance would be based on the achievable speed ie how far can we shoot something before it phases back. You can cover a pretty big distance in 1us at the speed of light! Around 300m. If you can keep something phased for 10ms, you could go 3000km, at which point you just form a network of receivers.

(Just an exercise, don’t take it seriously!)

ankitml•7mo ago
Hypothetically my ancestors were cheetah and not hominoid apes. One needs to prove foundational hypothesis before larger claims that can be built on top of those.
ars•7mo ago
This only works on white patients, so if it actually becomes clinically useful it will be pretty controversial.
JumpCrisscross•7mo ago
Can we temporarily and locally induce vitiligo?
andsoitis•7mo ago
> This only works on white patients

Where did you read that in the article? I couldn't find it.

eminence32•7mo ago
First paragraph of the "4. Discussion and Conclusion" section

> We speculate that the participant’s fair skin and lack of hair were significant factors that reduced the attenuation of light to feasibly detect a signal. In addition to the participant wherein a signal was observed, the experiment also included trials on seven other subjects. The details of the subject pool are as follows: two females and six males; 25 to 35 years old; 14.5 to 15.5 cm head diameter; Fitzpatrick skin types: 3 type I, 4 type II, and 1 type V; hair types: 1 bald, 4 short and light-colored, and three dense and dark-colored. We did not observe any significant time-correlated signals above background noise for the seven other subjects.

rkagerer•7mo ago
In case anyone is wondering why (from the paper):

Photons measured in this regime explore regions of the brain currently inaccessible with noninvasive optical brain imaging.

ars•7mo ago
I can't figure out how they would collect depth information from the resulting photon pattern.

I believe reflected photons are much more useful, by measuring how long in between signal and response you can get flight time which tells you depth. Of course I have no idea if infrared light reflects on anything in the brain.

dabiged•7mo ago
I suspect they do a radon transform of the paths to determine the infrared transmissibility value. Similar to how CT scans are constructed from 1000's of micro x-rays.
freehorse•7mo ago
This uses near-infrared light, building on current techniques of using near-infrared light in shorter source/detector paths to measure fluctuations of oxygenated/deoxygenated haemoglobin on the cortex of the brain as a proxy of brain activity. The standard technique is called functional near-infrared spectroscopy, and is similar to fMRI but can only look into superficial brain tissue and not subcortical brain structures like fMRI, with the advantage that it is cheaper, easier, and essentially portable.

In standard fNIRS, a light source and a detector forming a channel have to be ~2-3cm apart. The light leaves the source, goes into the scalp in a banana shape due to refraction, and reaches the detector. The idea is that due to differential absorption of different wavelengths by oxygenated and deoxygenated haemoglobin, you can send 2 wavelengths and solving a 2x2 system gives you the fluctuations in oxygenated and deoxygenated haemoglobin in the tissue the light transversed. This is a proxy of brain activation in that area. If the neurons fire a lot, they consume more oxygen and the brain then sends more oxygen there, this is called Brain-oxygenation level depedent (BOLD) response. If the path length is too short, the light cannot get refracted deep enough to reach the cortex, so you do not measure brain. If it is longer, too much light is absorbed on the way and less signal reaches the detector. The researchers here try to detect light with source/detector diametrically opposite on the scalp, and they show they can. However, it is not clear what kind of application this can have. It was done under very restrictive conditions (subjects very light-skinned, no hair, 30 minutes recording). Moreover, an advantage of standard fNIRS is the high spatial specificity, and it is not clear how to actually translate the light intensity data in their case to brain activation (and probably it is going to be very noisy) as the light transverses all the head.

In any case, they are experimenting with a novel technique, more like a PoC that they can at least detect photons but nothing more than that, and we are probably far away from any potential applications, if any is even come out of this. But it could also lead to applications we cannot actually imagine right now. As for applying this to measure brain activity in the way current fNIRS and fMRI do, I am skeptical.

leereeves•7mo ago
> Moreover, an advantage of standard fNIRS is the high spatial specificity, and it is not clear how to actually translate the light intensity data in their case to brain activation (and probably it is going to be very noisy) as the light transverses all the head.

The X-rays in CT scans also transverse all the head. Would it be possible to use the same algorithms as CT to construct a 3D image with this tech?

dgfl•7mo ago
IIRC the highly diffractive nature of the medium limits resolution to something like 1 cm^3. I’m not an expert but I talked with some people working in the field a few years ago and this is what I remember. The computational problem is almost intractable.

No short term brain computer interface with optical techniques just yet.

layer8•7mo ago
No thought screening in airports and public spaces either. ;)
sterlind•7mo ago
that was the premise of Mary Lou Jepsen's startup, OpenWater. I was fascinated by it but I'm not sure what became of it.
antiquark•7mo ago
Wow, weak signal... "The measured experimental attenuation was found to be of the order 10^18, corresponding to a detection of around one photon per second for a 1.2 W source."
Someone•7mo ago
So, around a factor of 10 per cm. I would have expected way worse.
xnx•7mo ago
Is this technique useful or already used for other tissues? I'm always surprised how much of my body I can see through with a bright (visible wavelength) light.