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Show HN: 26/02/26 – 5 songs in a day

https://playingwith.variousbits.net/saturday
1•dmje•36s ago•0 comments

Toroidal Logit Bias – Reduce LLM hallucinations 40% with no fine-tuning

https://github.com/Paraxiom/topological-coherence
1•slye514•2m ago•1 comments

Top AI models fail at >96% of tasks

https://www.zdnet.com/article/ai-failed-test-on-remote-freelance-jobs/
3•codexon•3m ago•1 comments

The Science of the Perfect Second (2023)

https://harpers.org/archive/2023/04/the-science-of-the-perfect-second/
1•NaOH•4m ago•0 comments

Bob Beck (OpenBSD) on why vi should stay vi (2006)

https://marc.info/?l=openbsd-misc&m=115820462402673&w=2
2•birdculture•7m ago•0 comments

Show HN: Glimpsh- glimpse into the future of eye tracking for multi-agent use

https://github.com/dchrty/glimpsh
1•dochrty•8m ago•0 comments

The Optima-l Situation: A deep dive into the classic humanist sans-serif

https://micahblachman.beehiiv.com/p/the-optima-l-situation
1•subdomain•8m ago•0 comments

Barn Owls Know When to Wait

https://blog.typeobject.com/posts/2026-barn-owls-know-when-to-wait/
1•fintler•8m ago•0 comments

Implementing TCP Echo Server in Rust [video]

https://www.youtube.com/watch?v=qjOBZ_Xzuio
1•sheerluck•9m ago•0 comments

LicGen – Offline License Generator (CLI and Web UI)

1•tejavvo•12m ago•0 comments

Service Degradation in West US Region

https://azure.status.microsoft/en-gb/status?gsid=5616bb85-f380-4a04-85ed-95674eec3d87&utm_source=...
2•_____k•12m ago•0 comments

The Janitor on Mars

https://www.newyorker.com/magazine/1998/10/26/the-janitor-on-mars
1•evo_9•14m ago•0 comments

Bringing Polars to .NET

https://github.com/ErrorLSC/Polars.NET
3•CurtHagenlocher•16m ago•0 comments

Adventures in Guix Packaging

https://nemin.hu/guix-packaging.html
1•todsacerdoti•17m ago•0 comments

Show HN: We had 20 Claude terminals open, so we built Orcha

1•buildingwdavid•17m ago•0 comments

Your Best Thinking Is Wasted on the Wrong Decisions

https://www.iankduncan.com/engineering/2026-02-07-your-best-thinking-is-wasted-on-the-wrong-decis...
1•iand675•17m ago•0 comments

Warcraftcn/UI – UI component library inspired by classic Warcraft III aesthetics

https://www.warcraftcn.com/
1•vyrotek•18m ago•0 comments

Trump Vodka Becomes Available for Pre-Orders

https://www.forbes.com/sites/kirkogunrinde/2025/12/01/trump-vodka-becomes-available-for-pre-order...
1•stopbulying•20m ago•0 comments

Velocity of Money

https://en.wikipedia.org/wiki/Velocity_of_money
1•gurjeet•22m ago•0 comments

Stop building automations. Start running your business

https://www.fluxtopus.com/automate-your-business
1•valboa•26m ago•1 comments

You can't QA your way to the frontier

https://www.scorecard.io/blog/you-cant-qa-your-way-to-the-frontier
1•gk1•28m ago•0 comments

Show HN: PalettePoint – AI color palette generator from text or images

https://palettepoint.com
1•latentio•28m ago•0 comments

Robust and Interactable World Models in Computer Vision [video]

https://www.youtube.com/watch?v=9B4kkaGOozA
2•Anon84•32m ago•0 comments

Nestlé couldn't crack Japan's coffee market.Then they hired a child psychologist

https://twitter.com/BigBrainMkting/status/2019792335509541220
1•rmason•33m ago•1 comments

Notes for February 2-7

https://taoofmac.com/space/notes/2026/02/07/2000
2•rcarmo•35m ago•0 comments

Study confirms experience beats youthful enthusiasm

https://www.theregister.com/2026/02/07/boomers_vs_zoomers_workplace/
2•Willingham•42m ago•0 comments

The Big Hunger by Walter J Miller, Jr. (1952)

https://lauriepenny.substack.com/p/the-big-hunger
2•shervinafshar•43m ago•0 comments

The Genus Amanita

https://www.mushroomexpert.com/amanita.html
1•rolph•48m ago•0 comments

We have broken SHA-1 in practice

https://shattered.io/
10•mooreds•49m ago•4 comments

Ask HN: Was my first management job bad, or is this what management is like?

1•Buttons840•50m ago•0 comments
Open in hackernews

Ask HN: I am looking for compression(ZIP), but for photo(.png/.jpg)?

1•FerkiHN•7mo ago
I am looking for ZIP , but for non-text files, files .png/.jpg , who knows what methods to compress them ?

Comments

lesserknowndan•7mo ago
PNG and JPG files are already compressed...
fjfaase•7mo ago
Indeed, a PNG file is a kind of ZIP file specifically tailored for images that is lossless in the sense that no information of the original image is lost.

A JPG file is a kind of ZIP that leaves out some information from the original image to even achieve higher compression rates.

Apply another compression algorithm to already compressed files, usually does not result in any reduction of the file size and likely even could make the file larger. As fun fact is that ZIP, when fed with absolutely random data, will result in a larger file, namely by adding some information to the file to tell that it could not be compressed any further.

FerkiHN•7mo ago
I asked the wrong question, I wanted to know an efficient method for compressing many photos into a single archive to reduce the overall size, since the color bytes are repeated, maybe there is some special f compression format because the usual zip file doesn't work.
fjfaase•7mo ago
If the images are rather similar you might try to make a movie of them or an animated gif.
FerkiHN•7mo ago
I asked the wrong question, I wanted to know an efficient method for compressing many photos into a single archive to reduce the overall size, since the color bytes are repeated, maybe there is some special f compression format because the usual zip file doesn't work.
beAbU•7mo ago
So like HEVC/.h265?

Compression works because the data is structured and ordered. A folder of photos is neither. When you do structure and order your photos you have, well, a video.

Bender•7mo ago
If anything could potentially get some level of compression of already compressed images I would expect lrzip [1] if you have large enough of an archive but there really isn't anything designed specifically for your use case as far as I know. So maybe put a large number of images into a .tar file and then use lrzip on that .tar file. It would need to be a very large archive. In the past I gained about 3% to 5% on large image archives using 7-zip but it was really slow and not worth it for me which says something as I am very patient.

There is potentially some compression magic that could be performed by transforming images using ImageMagick [2] or GraphicsMagick and then compressing them but that gets into the topic of potentially reducing image quality. Not compressing them with those tools but rather confining color pallets, depth and a few other variables to optimize the images to be more batch compressible for marginal gains. If you are not concerned about image quality then those tools can absolutely compress images without any trickery. resize, adding smoothing or blurring, etc...

    for Derp in *.jpg; do convert -resize 30% "$Derp" "resized-$Derp"; done
This is a topic people could debate until the end of the universe so instead give lrzip a shot if you have the time and CPU resources. If you get more than 5% please let us know. Otherwise one could use ImageMagick to batch resize, blur or other of the image files at the risk of losing image quality.

[1] - https://wiki.archlinux.org/title/Lrzip

[2] - https://imagemagick.org/index.php

FerkiHN•7mo ago
Wow, thank you so much, Bender16 — your comment feels like an article on its own! I really appreciate the depth and clarity you shared. It’s rare to see such thoughtful technical advice laid out so well.

I’ll definitely experiment with lrzip and the .tar approach — and I hadn’t considered pre-processing images with ImageMagick that way. Your tips opened up some new ideas I hadn’t even thought of!