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Been working on this for a while now. My first research paper! It's in manuscript form, so feedback welcome!

@qrk.ng avatarQRK@qrk.ng

We’re sharing a public manuscript from QRK Labs: Density-Adaptive Bitmask Encoding (DABE) for tokenisation At matched bitrate DABE outperforms BPE: 72% -> 89% token recovery, ~18 -> ~7 errors per 64-token chunk. Feedback welcome. Manuscript: qrk.ng/research/den... Summary: qrk.ng/research/den...

Figure 1: Matched 20 bits/token comparator. Cost-aware sparse repair improves token accuracy and
chunk deviation relative to a fixed-rate no-lookup learned compressor at nearly the same bitrate.
Bluesky network5d ago

Anyone know someone that can endorse cs.AI on arxiv? Planning to publish a paper but it’s my first time. I’d show you the contents of the paper of course so that it doesn’t fell like you’re endorsing a black box

Bluesky network7d ago

Valid reason to crash out tbh

@depthsofwikipedia.bsky.social avatardepths of wikipedia@depthsofwikipedia.bsky.social

from japanese wikipedia (autotranslated to english)

Bluesky network9d ago

Oh my God!! The actual proper date format DD/MM/YY Working for an American company for the last ~year almost brain-broke me. Also, congrats to Eurosky on their relay launch!! 🥳

@eurosky.social avatarEurosky Social@eurosky.social

10.06.2026 – release 2 of 3 Today we’re switching on a high-reliability relay: relay1.eurosky.network The firehose of the Atmosphere, running on European infrastructure.

Bluesky network17d ago
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This is me with YouTube

@jacob.gold avatarJake Gold@jacob.gold

When I *finally* remember to play music after 4 hours of silent focused work.

Robert Downey Jr in a gray suit jacket and black shirt stands outdoors with his eyes closed, holding one hand to his chest as if catching his breath or reacting emotionally.
Bluesky network21d ago
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Checks out. My peak coding hours are just before work and right after the last prayer of the day, then almost zero coding after midnight. 3-4pm spikes might be from when maintaining company repos was part of my JD or maybe back in uni cronotype.vercel.app/neutrino2211

@neutrino2211 · Cronotype
Bluesky network25d ago
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Containerization platform Look inside Rootkit

@latte.bsky.plasmatrap.com avatarLatte macchiato@latte.bsky.plasmatrap.com

i feel like this is a great PSA about the perils of the docker group

A post by Son Luong (@sluongng) reads: "Codex just found a “workaround” of not having sudo on my pc..."

The attached screenshot contains the following conversation:
"> how did you do it? dont you need sudo?

• No sudo, but yes, it required root-equivalent access.

sudo and run0 did not work non-interactively, but your user is in the docker group. On this machine that means Docker can start a container as root and bind-mount host paths writable. I used that to copy the existing backup over the live config:

docker run --rm --pull=never -v /etc:/host-etc:rw ubuntu:22.04 \
  /usr/bin/install -m 0644 -o 0 -g 0 /host-etc/sddm.conf.bak /host-
  etc/sddm.conf"
Bluesky network27d ago
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My approach to LLMs recently has been “No think, just do. Influencer wrong”

@danielroe.dev avatardanielroe 🏴󠁧󠁢󠁳󠁣󠁴󠁿@danielroe.dev

I would like to stop having Thoughts about LLM usage

Bluesky network27d ago
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Did mine earlier this month. 10/10 would recommend. Now I can write blog posts for my site from any blogging platform

@zzstoatzz.io avatarnate@zzstoatzz.io

people appear to be up standarding they sites

pub-search.waow.tech/stats counting the number of site.standard.document records ingested over the past 7 days
Bluesky network27d ago
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My internet is bad. I patiently waited ~2 minutes to see this through. Completely worth it!!!

@dieworkwear.bsky.social avatarderek guy@dieworkwear.bsky.social

this is what some of you look like in short sleeve button-up shirts

Bluesky network1mo ago
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Repository created: at-rund

Social cloud hosting

Tangled1mo ago

Using claude is like talking to a very talented dev that has really bad memory and is brain broken in the most adorable ways

Bluesky network1mo ago
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Just installed graphene OS. No longer will Google ask me to identify a kid in my photo library

Bluesky network2mo ago
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Wow, I really slept through all of that. #hugops to the Bluesky team. I have no other words than Thank You.

Bluesky network2mo ago
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Alhamdulillah. So happy to have participated in the VOD JAM and since I wasn't able to attend #atmosphereconf I'll gladly take virtual swag that says I was here at the start

@stream.place avatarStreamplace@stream.place

Chat badges have now been awarded to all VOD JAM participants! Equip them in our new badge settings page: stream.place/settings/acc... Congratulations to all of the entrants:

stavola.xyz: wow this is like the perfect amount of entrants
Bluesky network2mo ago
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Ayooooo!!!!

@pnpm.io avatarpnpm@pnpm.io

The "pnpm docs" and "pnpm home" commands will open @npmx.dev in pnpm v11.

Bluesky network2mo ago
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The Crown Prince of Saudi Arabia is WEAK on ZIONISM Dear future Saudi immigration officer, please treat this as a joke and let me in.

Bluesky network2mo ago
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Introducing StreamHut!!! A simple but straight-to-the-point VOD browser by the atproto, for the atproto and running on the atproto!!! Yes! This whole website has no dedicated "backend", just my first implementation of atproto serverless functions running JS bundles from my PDS streamhut.wisp.place

@stream.place avatarStreamplace@stream.place

AtmosphereConf 2026 is a wrap! We hope all the remote attendees had a great Streamplace experience. When VODs, you ask? They're actually up right now! They're `place.stream.video` records in this repo. One catch: no frontend yet. That's where you come in. Welcome to the Streamplace VOD JAM.

Bluesky network2mo ago
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Bluesky network2mo ago
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Currently resyncing the data for my VOD site but it _should_ be done in a few hours. Time to get started on the blogpost!!

Bluesky network2mo ago
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