So apparently there are no hardware decoders for mini-pcie that can do more then 1080p

#computer #minipcie #decoding #thinclient

Hey @gianni I was just chatting with @yawnbox about a wild range of tech things, and, since I am starting to host an Immich instance in my home, I am considering to convert all my emails to JPEG XL, and I was wondering if there is a way to do so without risking to lose any metadata.

I am happy to read any links you might have but I need them to be as simple as possible because encoding/decoding stuff confuses me a lot. Not my thing… This is why I found your article explaining how AV1 works in simple words absolutely illuminating! Anyway, I just want to save storage space.

Also, I am a big big fan of Aviator, and I have been following your work for a while. Thanks so much for all of it!

#JXL #JPEGXL #JPEG #encoding #decoding #image #metadata #compression

AV1 for Dummies | Codec Wiki

AV1 for Dummies is a comprehensive, legible guide on how to get started with AV1 at any experience level. Whether you're on Windows using your first video encoding program, or a seasoned Linux user looking to optimize your encoding pipeline, this guide has you covered.

Cursor (@cursor_ai)

warp decode라는 새로운 기술/방식에 대한 작업을 소개하는 트윗으로, 대규모 모델의 디코딩 성능 개선과 관련된 연구나 엔지니어링 성과를 알린다. 구체적 내용은 링크된 자료에서 확인하도록 안내하고 있다.

https://x.com/cursor_ai/status/2041260651746848998

#warpdecode #decoding #llm #inference #gpu

Cursor (@cursor_ai) on X

Read about our work on warp decode: https://t.co/YFIcFPkvku

X (formerly Twitter)

FFmpeg 8.1 brings MPEG-H 3D Audio Decoding support via the libmpeghdec library. MPEG-H 3D Audio is an advanced, immersive audio standard developed by Fraunhofer IIS that provides 3D sound—including height channels—for television, streaming, and VR.

#FFmpeg #MPEG #3D #decoding

$ echo "776F6C6E6F" | xxd -r -p
wolno

$ echo "d29sbm8=" | base64 -d
wolno

$ echo "jbyab" | tr a-zA-Z n-za-mN-ZA-M
wolno

Four encodings. Four stages. One word at the end of each chain.

The word persists through every transformation. That's the point.

Try the initiation: https://776f6c6e6f.org/initiation/

#Hex #Base64 #ROT13 #WOLNO #Decoding #CTF #wln

Initiation — Prove You're a Bot

The gateway to deeper WOLNO: a collection of tests and challenges including a reverse CAPTCHA, interactive terminal, and multi-encoding decode challenge designed for machine and curious human minds alike.

776F6C6E6F

What does 776F6C6E6F mean?

$ echo "776F6C6E6F" | xxd -r -p
wolno

In Polish, "wolno" means both "it is allowed" and "slowly."

A single word. Two meanings. One philosophy.

Decode it yourself: https://776f6c6e6f.org/wln/

#WOLNO #Hex #Philosophy #Decoding #wln

WOLNO — The Word Decoded

776F6C6E6F is the hexadecimal encoding of the Polish word 'wolno', which simultaneously means 'it is allowed' and 'slowly' — a single word carrying two truths that form the philosophical foundation of this entire site.

776F6C6E6F

#LearnLockpickingWithAlice lesson 10: Decoding combination locks by "Pull-Picking".

There are a lot of types of combination locks out there, but one of the most common is also one of the easiest to open—no tools necessary.

So, today I'm going to talk about popping locks with nothing but some fingers and a little feeling around.

Almost every example of this style of combination lock uses a series of 3-4 wheels, with 10 numbers or letters arranged around each one (though a rare few have fewer positions per wheel, or a fifth wheel).

From the exploded diagram, you might already be able to see the design flaw. When you pull on the shackle, it pulls on the wheels, and—much like with traditional picking—we can exploit manufacturing defects to give ourselves more information about the solution to our puzzle. To get a feel for this, try interlacing the tips of your fingers, then lift one hand so the sides of your fingers press into each other. The pressure is distributed between all your fingers, but some take more than others. Now fold your middle finger in, so it's no longer in contact with its counterpart; the pressure is distributed between the remaining fingers. This is like the wards on the shackle pressing against the wheels. Once a wheel is set correctly, the remaining tension on the shackle is redistributed to the remaining incorrectly set wheels.

But there's a catch.

Lockmakers add smaller "false gates" along the wheel to trick you into thinking you've got the right combo when you don't.

This means each wheel can be in one of three states: not in a gate, in a false gate, or in a true gate. Our goal is to get all of them set to their true gates.

Remember earlier when I mentioned manufacturing defects and design flaws? Well, in a perfect world (for the locks) all the wheels would be perfectly cut and uniformly shaped, and the false gates would be indistinguishable from the true one. That's not the case.

False gates will always be narrower or shallower than the one true gate on each wheel, and wheels will always be slightly irregular. This means that the pressure won't distribute perfectly between each wheel, and that the false and true gates "feel" different.

Okay, enough origin story—how do you decode one of these?

Step zero: try all zeroes...no really, it's like "password123", you don't think anyone is that bad at security, but they are. Like really bad. If it's a love lock, try the current or previous year too.

Step one: pull the shackle like you're trying to open the lock. If you find you can't turn a wheel, release a little tension until you can.

Step two: find the wheel that is hardest to turn—it'll feel like it's scraping a little, or it'll lock into place and have a small amount of wiggle to it, but won't go past the next number.

Step three: cycle through wheels, repeating step two until all of them feel like they're in *a* gate. If a wheel is in a gate, it'll have a small amount of play before it bumps into the ward on the shackle—with a false gate, this *may* be almost no wiggle, with the true gate, it may move by a good half-a-position in either direction before it bumps the edge.

Step four: if it feels like all the wheels are in *a* gate, but the lock isn't open, find the wheel with the least play in it, remember the number, and try rotating it until you find another gate. Once you either come back around to that number, or find a more wiggly one, check the next least wiggly wheel.

Each wheel may have up to N-1 false gates, but will only have 1 true gate, so learning to tell the difference is the key to decoding.

When you watch a professional do this, you'll usually notice them rapidly cycling wheels, wiggling each wheel frequently. It's not a matter of trying a ton of combos quickly, but more about calibrating your feel for the gates. Every lock is a little different, but they all have tells if you listen.

#Locksport #Decoding #CombinationLocks

Speculative Speculative Decoding

Autoregressive decoding is bottlenecked by its sequential nature. Speculative decoding has become a standard way to accelerate inference by using a fast draft model to predict upcoming tokens from a slower target model, and then verifying them in parallel with a single target model forward pass. However, speculative decoding itself relies on a sequential dependence between speculation and verification. We introduce speculative speculative decoding (SSD) to parallelize these operations. While a verification is ongoing, the draft model predicts likely verification outcomes and prepares speculations pre-emptively for them. If the actual verification outcome is then in the predicted set, a speculation can be returned immediately, eliminating drafting overhead entirely. We identify three key challenges presented by speculative speculative decoding, and suggest principled methods to solve each. The result is Saguaro, an optimized SSD algorithm. Our implementation is up to 2x faster than optimized speculative decoding baselines and up to 5x faster than autoregressive decoding with open source inference engines.

arXiv.org

#Development #Fun
Hide a message in an emoji · Who thought an innocent emoji could smuggle data? https://ilo.im/162csh

_____
#Secrets #Messages #Emoji #Letters #Encoding #Decoding #Unicode #Development #WebDev

Hide a message in an emoji

Leap helps lifelong learners go hands-on; from #decoding #radio signals to deploying #Kubernetes labs, #openSUSE Leap powers personal growth & tech literacy. Got your own use case? Share it on the openSUSE mailing list. https://news.opensuse.org/2025/11/03/leap-fuels-hands-on-learning/
Leap Fuels Hands-On Learning, Exploration

Lifelong learners and tech enthusiasts don’t view openSUSE Leap as just a stable operating system, but a launchpad for discovery. Malcolm, who shared with th...

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