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Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•1m ago•0 comments

Kernel Key Retention Service

https://www.kernel.org/doc/html/latest/security/keys/core.html
1•networked•1m ago•0 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
1•righthand•4m ago•0 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•5m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•5m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
2•vinhnx•6m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•11m ago•0 comments

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•15m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•20m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•21m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•22m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
3•okaywriting•28m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
2•todsacerdoti•31m ago•0 comments

Show HN: Gorse 0.5 – Open-source recommender system with visual workflow editor

https://github.com/gorse-io/gorse
1•zhenghaoz•32m ago•0 comments

GLM-OCR: Accurate × Fast × Comprehensive

https://github.com/zai-org/GLM-OCR
1•ms7892•33m ago•0 comments

Local Agent Bench: Test 11 small LLMs on tool-calling judgment, on CPU, no GPU

https://github.com/MikeVeerman/tool-calling-benchmark
1•MikeVeerman•34m ago•0 comments

Show HN: AboutMyProject – A public log for developer proof-of-work

https://aboutmyproject.com/
1•Raiplus•34m ago•0 comments

Expertise, AI and Work of Future [video]

https://www.youtube.com/watch?v=wsxWl9iT1XU
1•indiantinker•35m ago•0 comments

So Long to Cheap Books You Could Fit in Your Pocket

https://www.nytimes.com/2026/02/06/books/mass-market-paperback-books.html
3•pseudolus•35m ago•1 comments

PID Controller

https://en.wikipedia.org/wiki/Proportional%E2%80%93integral%E2%80%93derivative_controller
1•tosh•39m ago•0 comments

SpaceX Rocket Generates 100GW of Power, or 20% of US Electricity

https://twitter.com/AlecStapp/status/2019932764515234159
2•bkls•39m ago•0 comments

Kubernetes MCP Server

https://github.com/yindia/rootcause
1•yindia•40m ago•0 comments

I Built a Movie Recommendation Agent to Solve Movie Nights with My Wife

https://rokn.io/posts/building-movie-recommendation-agent
4•roknovosel•40m ago•0 comments

What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
2•beardyw•49m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•49m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
2•surprisetalk•51m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•surprisetalk•51m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
2•surprisetalk•51m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
5•pseudolus•52m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•52m ago•0 comments
Open in hackernews

Show HN: A large format XY scanning hyperspectral camera

https://www.anfractuosity.com/projects/waverider/
44•anfractuosity•3mo ago

Comments

phubbard•3mo ago
The scan rate really limits the usability of this. Do you have any leads on planar sensors?
anfractuosity•3mo ago
A linear scanning mechanism would be a lot faster still than the XY approach.

I'm very curious how expensive sensors are though, that capture this data in a single shot, I've not seen any prices so far.

DarkSucker•3mo ago
Each pixel of such a scanner would need to somehow scan the spectral content. For example, imagine an array of fibers each transporting light from image plane pixel coupled to a spectrometer (bulky, expensive). Slit (a.k.a. push broom) scanners take each pixel of its slit and disperses the light perpendicular to the slit onto a 2D sensor array (more compact, 1D mechanical scan required). I recall seeing spectral (color) filters made from dispersive materials sandwiched between rotating polarizers to filter (scan) the light entering camera (expensive, compact).
bflesch•3mo ago
Well done, thanks for sharing.

May I ask a stupid question? In order to speed up this process you'd need to buy more of the broadcom spectrometers which are quite expensive.

So instead of buying more spectrometers, is there a way to use multiple fibre cables but make them different length so the single spectrometer takes longer to process the image, but the "exposure" of all fibre cables would be at the same time. Would it be possible to stack the signal in a way that the light of the first fibre cable arrives at the spectrometre, then there is a short pause, then the light of the second fibre cable arrives at the spectrometer, etc.

I imagine it like plumbing if you have two toilets attached to the same canalisation, and you flush both toilets at the same time but the length of each toilet's pipe to the main canalization pipe is done in a way that the water of the first toilet has fully passed before the water of the second toilet arrives.

To put it into numbers: toilet1 pipe length would be 1m and toilet2 pipe length would be 10m because before both pipes join and go into the canalisation. Water travels at a certain speed in the pipe, which would make this possible.

Can the same principle be used for fibre cables? If yes, it should be possible to construct a 100x100 fibre cable sensor matrix using large fibre cable lengths but only a single spectrometer.

Edit: I did some math and it seems the second fibre cable needs to be 40.000km long so that the singal of the first fibre cable reaches the sensor after the signal of the second fibre cable has passed the sensor (at 0.2s).

  speed of light      
  in vacuum 299.792.458,00 m/s    
  in fibre 66,00 % percent    
   197.863.022,28 m/s

  exposure per pixel 0,2 s

  exposure start time   distance traveled   
  fiber 1 0 s 0   
  fiber 2  0,2 s 39.572.604,46 meters 39.572,60 kilometers
Edit2: You can buy 1km fibre cable for 50€ , so only 2.000.000€ to test this
anfractuosity•3mo ago
The much faster way is to move a slit in front of a diffraction grating and use a 2D sensor behind that, that way you can obtain multiple spectral patterns simultaneously, see the video I mention at the start - https://www.youtube.com/watch?v=L_u8NqmgElU
bflesch•3mo ago
Thanks, sorry for asking if it was answered already. Would be very interesting to do some microscopy with this approach, as the video mentions medical use cases. There's been a lot of research on this I guess.

I wonder if hyperspectral cameras plus some ML could help discerning objects in microscopy without needing to stain them.

anfractuosity•3mo ago
Yeah definitely, I've not looked at papers relating to microscopy with hyperspectral cameras. That might be especially interesting with samples that fluoresce.
bflesch•3mo ago
I know there are several companies who have done object detection for microscopy images with - I assume - traditional rgb images. I wonder if someone trained their ML model with the spectral images yet.

Would be nice to detect parasites or parasite eggs just with hyperspectral cam without staining. Important step towards the non-chemical toilet-which-inspects-feces-for-parasites I've been talking about to my friends for more than ten years ;)

Most of fluorescence microscopy works by staining/modifying the sample organism with a fluorescent before examining it. Theoretically (tm) it should work just by using hyperspectral imaging but that might be nobel prize territory.

juancn•3mo ago
Super cool, have you considered using galvanometers rather than moving the fiber around?

It should allow for faster scan rate (assuming the XY is the limiting factor).

westurner•3mo ago
Applications for:

"Multispectral imaging through scattering media and around corners via spectral component separation" (2024) https://opg.optica.org/oe/fulltext.cfm?uri=oe-32-27-48786&id... .. https://news.ycombinator.com/item?id=42557904

"Multi-sensor characterization for an improved identification of polymers in WEEE recycling" (2024) [WEE: e-waste] https://news.ycombinator.com/item?id=42534637 ..

"Reversible optical data storage below the diffraction limit" (2023) https://news.ycombinator.com/item?id=42331986 :

>> [...] This is possible by multiplexing the storage in the spectral domain.

"Tongue Disease Prediction Based on Machine Learning Algorithms" (2024) https://www.mdpi.com/2227-7080/12/7/97 :

>> This study proposes a new imaging system to analyze and extract tongue color features at different color saturations and under different light conditions from five color space models (RGB, YcbCr, HSV, LAB, and YIQ).

"A self-healing multispectral transparent adhesive peptide glass" https://www.nature.com/articles/s41586-024-07408-x :

> Moreover, the supramolecular glass is an extremely strong adhesive yet it is transparent in a wide spectral range from visible to mid-infrared. This exceptional set of characteristics is observed in a simple bioorganic peptide glass composed of natural amino acids, presenting a multi-functional material

Further study:

/? hyperspectral, specra-: https://hn.algolia.com/?dateRange=all&page=0&prefix=false&qu...

Related applications:

Was looking into phase imaging and the four Stokes parameters S0,S1,S2,S3 and so on in assessing applications for the Parallel Axis Theorem: 2x2 "superpixel" imaging can capture the ((-45, 45), (L Circuluar, R Circular)) polarization information necessary to infer phase (and non-quantum optical entanglement is polarization)

Is polarimetric imaging (per-pixel polarization information) hyperspectral or hyperspectropolarimetrical?

spectropolarimetry: https://www.google.com/search?client=firefox-b-1-d&q=spectro...

Spectropolarimetry -> Polarimetry: https://en.wikipedia.org/wiki/Polarimetry

For example a division-of-focal-plane (DoFP) camera / image sensor has 2x2 pixels.