What is Hackers' Pub?

Hackers' Pub is a place for software engineers to share their knowledge and experience with each other. It's also an ActivityPub-enabled social network, so you can follow your favorite hackers in the fediverse and get their latest posts in your feed.

Silverkey | 은열쇠 @silverkey.social@bsky.brid.gy
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Shared by 시아란 🌌 Private

머스크의 게시물에는 알고리즘을 잘 탈 수 있게 부스트가 걸려서 도달 범위가 다릅니다. www.platformer.news/yes-elon-mus...

RE: https://bsky.app/profile/did:plc:omvj37cizs5laku7zmanmhik/post/3m7mbrdwo2s25

Yes, Elon Musk created a speci...

Yes, Elon Musk created a special system for showing you all his tweets first

After his Super Bowl tweet did worse numbers than President Biden’s, Twitter’s CEO ordered major changes to the algorithm

www.platformer.news · Platformer

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드라코 @draco@pointless.chat
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아는 사람이 올해에 컴퓨터 싸게 조립하자는 마음에
드래곤 볼 모은다며
원하는 부품들이 싼 가격 나올 때마다 사들였는데

다른건 다 샀지만
그래픽카드와 램 가격만 떨어지지 않아서 여태 못 사고 있다가 가격이 몇배 되버림 -_-

.... 현명한 소비를 하려고 머리 쓰다가 오히려 망한 경우.

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Mastodon @Mastodon@mastodon.social
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Shared by SparklingOutlaw🍉

Today we are calling on institutions around the world to take control of their , including their social accounts. Governments should communicate directly with their citizens on open platforms, not through the mouthpiece of a corporation.

blog.joinmastodon.org/2025/12/

The world needs social sovereignty

The world needs to log off corporate-owned, centrally-controlled social media platforms and log on to a better way of being online. The world needs an open social web through the fediverse and Mastodon.

blog.joinmastodon.org · Mastodon Blog

Link author: hannah aubry@haubles@hachyderm.io

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Paul Cantrell @inthehands@hachyderm.io
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Apparently ICE abducted parents and just left their young kids just sitting there alone, unassisted and unattended — in not one but •two• separate incidents in the Twin Cities in the last few days.

In one case, they left school-age kids alone in the house after a pre-dawn raid. In another, they snatched a father driving his kids home and just left the kids there in the car.

In both cases, the kids are OK — but only because strangers came along to help.

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Em :official_verified: @Em0nM4stodon@infosec.exchange
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Shared by Cat 🐈🥗 (D.Burch) :blobcatrainbow:

Interview with @pluralisticCory Doctorow at The Daily Show! :awesome:

With special mention for Mastodon! This was excellent! I highly recommend watching it!👇✨

youtube.com/watch?v=d2e-c9SF5nE

Cory Doctorow - Rescuing the Internet From “Enshittification” | The Daily Show

Journalist, internet activist, and author Cory Doctorow talks to Ronny Chieng about the concept behind his latest book, “Enshittification,” which breaks down...

www.youtube.com · YouTube

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zunda @zundan@mastodon.zunda.ninja
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ついでに実家Ubuntu 24.04.3 LTSちゃんも

$ sudo sh -c 'apt update && apt dist-upgrade -y'
:
The following packages will be upgraded:
apparmor libapparmor1 python-apt-common python3-apt
4 upgraded, 0 newly installed, 0 to remove and 0 not upgraded.
2 standard LTS security updates
:
Restarting services...
/etc/needrestart/restart.d/systemd-manager
systemctl restart apt-news.service

Service restarts being deferred:
/etc/needrestart/restart.d/dbus.service
systemctl restart networkd-dispatcher.service
systemctl restart unattended-upgrades.service
:
$ cat /var/run/reboot-required*
cat: '/var/run/reboot-required*': No such file or directory

ﾖｼ? (再起動をdeferされたサービスの再起動をあとでやるのは誰なんだろう)

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Lety Does Stuff @lety@doesstuff.social
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Shared by Cat 🐈🥗 (D.Burch) :blobcatrainbow:

@catsaladCat 🐈🥗 (D.Burch) :blobcatrainbow: It's kinda a limitation of the English language, which uses the one term, “spicy”, to describe a bad amount of chemical reactions.

The most common are reactions are caused by capsaicinoids, like in ghost peppers. That's what the popular Scoville scale is trying to measure, and they kinda burn anywhere they touch.

Then there's the sharp sting of isothiocyanates found in wasabi and horseradish, which is more of a scent than a specific taste.

There are also the sanshools, which cause a numbing sensation on your tongue. Those are most commonly found in Sichuan peppers.

And then the fragrance of the piperines in peppercorn is also called spicy by some white folks.

Some languages have specific common terms for the above sensations, like the Chinese “麻”/“má” for the numbing sensation caused by sanshools.

Other languages have even fewer common terms, such as the German “scharf”, which can refer to all of the above and even the warmth from gingerols in ginger.

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zunda @zundan@mastodon.zunda.ninja
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家サーバUbuntu 24.04.3 LTSちゃんの復電記念に

$ sudo sh -c 'apt update && apt dist-upgrade -y'
:
The following upgrades have been deferred due to phasing:
apparmor libapparmor1
The following packages will be upgraded:
python-apt-common python3-apt
2 upgraded, 0 newly installed, 0 to remove and 2 not upgraded.
2 standard LTS security updates
:
Service restarts being deferred:
systemctl restart unattended-upgrades.service
:
$ cat /var/run/reboot-required*
cat: '/var/run/reboot-required*': No such file or directory

ﾖｼ?

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geeknews_bot @geeknews_bot@sns.lemondouble.com
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Shared by 드라코

Let's Encrypt의 10주년
------------------------------
- 2015년 첫 *공인 인증서 발급* 이후, Let’s Encrypt는 전 세계에서 가장 많은 인증서를 발급하는 *최대 규모 인증 기관(CA)* 으로 성장
- *자동화 기반 확장성* 을 핵심으로, 하루 1천만 개 이상 인증서를 발급하며 약 10억 개의 웹사이트 보호에 근접
- HTTPS 암호화 비율을 전 세계적으로 *30% 미만에서 80…
------------------------------
https://news.hada.io/topic?id=24960&utm_source=googlechat&utm_medium=bot&utm_campaign=1834

Let's Encrypt의 10주년 | GeekNews

2015년 첫 공인 인증서 발급 이후, Let’s Encrypt는 전 세계에서 가장 많은 인증서를 발급하는 최대 규모 인증 기관(CA) 으로 성장자동화 기반 확장성을 핵심으로, 하루 1천만 개 이상 인증서를 발급하며 약 10억 개의 웹사이트 보호에 근접HTTPS 암호화 비율을 전 세계적으로 30% 미만에서 80% 수준으로 끌어올려 웹 보안 향상에 기여국제화

news.hada.io · GeekNews

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Hacker News 50 @hn50@social.lansky.name
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Post-transformer inference: 224× compression of Llama-70B with improved accuracy

Link: zenodo.org/records/17873275
Discussion: news.ycombinator.com/item?id=4

Post-Transformer Inference: 224× Compression of Llama-70B with Improved Accuracy

This paper introduces the first verified method to eliminate transformers from inference while preserving, and in many cases improving, downstream accuracy. We show that a frozen 70-billion-parameter Llama-3.3-70B model can be replaced by a 256-dimensional meaning field extracted from seven internal activation layers. A lightweight compressor (AN1) reduces these fields by 224× with an average +1.81 percentage point gain across classification tasks, including +3.25 pp on low-resource RTE (R² = 0.98 inverse-scaling fit, p < 0.01). A 30M-parameter student then learns to regenerate these fields directly from raw text, enabling full transformer-free inference at 60× higher throughput with only 0.35 pp average accuracy loss. The core insight is that task-aligned semantics in modern transformers occupy a remarkably low-rank manifold. Across layers we observe 72–99 percent of variance in the top one to three dimensions. Once this structure is extracted and learned, the transformer becomes unnecessary. It serves as a one-time sculptor of meaning rather than the permanent home of inference. This work establishes Field Processing Units (FPUs) as a post-transformer compute primitive that replaces deep matrix multiplication with shallow field operations. All results are averaged over five seeds with statistical significance reported. Ablations isolate the causal contributions of field supervision, geometric regularization, and anchor-layer selection. This Zenodo release provides the complete scientific manuscript and the baseline reference implementation for the AN1 Core system. Proprietary optimizations (AN1-Turbo) have been removed to support independent verification and further research into post-transformer inference.

zenodo.org · Zenodo

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Em :official_verified: @Em0nM4stodon@infosec.exchange
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Interview with @pluralisticCory Doctorow at The Daily Show! :awesome:

With special mention for Mastodon! This was excellent! I highly recommend watching it!👇✨

youtube.com/watch?v=d2e-c9SF5nE

Cory Doctorow - Rescuing the Internet From “Enshittification” | The Daily Show

Journalist, internet activist, and author Cory Doctorow talks to Ronny Chieng about the concept behind his latest book, “Enshittification,” which breaks down...

www.youtube.com · YouTube

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초무 @chomu.dev@bsky.brid.gy
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블스가오픈SNS를지향하는이유는블스는글에대한권리를작성자에게주기위해즉특정서비스에의존하지않도록설계하고있기때문이고서비스는그저글을저장하고읽을수있도록만드는건데그럴려면상대를가리지않고글을읽을수있게만들어야했고그러다보니자연스럽게오픈SNS를지향하게된건데특정인에게만글을보이고안보이게만들고싶다는것은결국누군가가작성자이외의존재가글의조회를관리할수있어야되고그럼결국이를관리하는서비스에종속적이게되므로블스의지향점과멀어지게됨두마리토끼를동시에잡으려면결국누구나조회는가능하지만실제데이터는노출되지않는방법즉E2EE가필요함근데E2EE솔루션이야많지만이를사용자가불편하지않게즉적절한UX를갖추

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Torment Nexus :verified: @TormentNexus@brands.town
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Torment Nexus seeks to increase the extent of our compliance with the local regulations, wherever we operate.

We do this by adjusting the practices of the decision-makers at the applicable enforcement bodies, and those of the relevant legislators.

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Angry Discordant @enigmato.bsky.social@bsky.brid.gy
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작년 여름 안면마비 (Bell's palsy) 때문에 고용량 정맥주사 스테로이드 치료를 받았는데, 치료 끝내고 테이퍼링 아웃 하는 과정에서 팔다리 피부 트러블 제법 오래 갔다. 그야 전신을 1주일 가까이 강한 면역억제에 절여놨던 거니 당연하다면 당연한 거긴 한데... 뭐, 외용 스테로이드 연고도 조금만 세면 전문의약품이 되는 데에는 다 이유가 있기야 하지.

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Blätter @blaetter@mastodon.social
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An einer konsequenten Politik der Armutsbekämpfung scheint Schwarz-Rot kein Interesse zu haben. Stattdessen dringt die Armut langsam bis in die Mitte der Gesellschaft vor: blaetter.de/ausgabe/2025/dezem

Wippe mit einer großen Person links und vielen kleinen Menschen rechts oben. (IMAGO / Westend61)

Fatale Unwucht: Armut und Reichtum unter Schwarz-Rot | Blätter für deutsche und internationale Politik

Als die Ampelkoalition von SPD, Bündnis 90/Die Grünen und FDP am 6. November 2024 nach knapp drei Jahren zerbrach, war der Zeitpunkt für die fristgerechte Präsentation ihres Armuts- und Reichtumsberichts (ARB) längst verstrichen. Dieser wird gemäß eines im Oktober 2001 gefassten Bundestagsbeschlusses jeweils zur Mitte einer Legislaturperiode fällig.

www.blaetter.de

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한겨레 @hanibsky.bsky.social@bsky.brid.gy
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지난해 12월29일 전남 무안국제공항에서 일어난 제주항공 참사의 재발을 막기 위한 5년간의 항공정책 기본계획이 나왔습니다. 항공사고 피해자와 유가족에 대한 체계적인 지원을 위해 법적인 구속력을 갖춘 매뉴얼도 마련하기로 했습니다.

제주항공 참사 이후 첫 항공정책 기본계획…유가족 지원 ...

항공 참사 예방 ‘항공정책 기본계획’ 발표…유가족 지원 매뉴얼도 마련

지난해 12월29일 전남 무안국제공항에서 일어난 제주항공 참사의 재발을 막기 위한 5년간의 항공정책 기본계획이 나왔다. 항공사고 피해자와 유가족에 대한 체계적인 지원을 위해 법적인 구속력을 갖춘 매뉴얼도 마련하기로 했다. 국토교통부는 향후 5년 동안의 항공정책 방향을

www.hani.co.kr · 한겨레

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yburyug @bobbby.online@bsky.brid.gy
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This is Deciduous It makes it so that an LLM realizes wtf is going on. It does this by keeping a DAG of all choices, reasoning, outcomes, goals, etc & Claude knows how to query + use it It has tools to use this "memory" to solve problems better It also comes w/a web viewer to see how it flows

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