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.

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20260105

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演算法這門科技,是需要有數據資料才能夠運作的。而這些數據資料的來源,就是我們這些天天上網、天天餵資料給它的使用者們。演算法的出現,確實改變了我們的生活;而另一方面,演算法所帶來的焦慮,同樣也對我們的生活造成了影響。演算法承諾會替我們做決策、會對我們的想法和慾望做出最佳估測,並進而介入了我們的生活,於是某種「演算法心態」便於焉誕生了。所謂的「演算法心態」,不僅僅只涉及演算法的運作模式而已,它同時也指涉著社會大眾對於演算法科技的高度依賴。即使我們對演算法鋪天蓋地的影響力有所不滿,但我們依舊依賴演算法,讓它代替我們自己做決定。

——《扁平時代》9786267645048 凱爾.切卡,衛城出版 2025。

20260106

第二章 演算法如何壞了你的品味?

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我們要先投入時間,才能深有體會;我們得去經驗陌生的事物,才能領會到真正的驚奇。然而,演算法的運作邏輯,卻完全與此相反。畢竟,演算法系統的運作之道,靠的就是去收集、去分析數位平臺上的使用者們「已經喜歡了什麼樣的東西」。光靠演算法推薦,你幾乎不可能看到孟德斯鳩所說的那種「初看沒什麼有趣,細究之下才令人大感驚奇」的作品。事實上,演算法系統的整個架構,從頭到尾都在鼓勵你「別花太多時間欣賞任何特定的內容」。在網路上,當你看到某個一瞬間讓你感到無聊的東西時(也許趣味深深藏在細節裡)通常你也就只會把它滑走,而不會細細品味它的精彩之處。在演算法當道的時代,人們變得越來越不耐煩,而那些表面上很酷的事物,則越來越大行其道。

——《扁平時代》9786267645048 凱爾.切卡,衛城出版 2025。

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The Lottery Ticket Hypothesis: finding sparse trainable NNs with 90% less params

Link: arxiv.org/abs/1803.03635
Discussion: news.ycombinator.com/item?id=4

arXiv logo

The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks

Neural network pruning techniques can reduce the parameter counts of trained networks by over 90%, decreasing storage requirements and improving computational performance of inference without compromising accuracy. However, contemporary experience is that the sparse architectures produced by pruning are difficult to train from the start, which would similarly improve training performance. We find that a standard pruning technique naturally uncovers subnetworks whose initializations made them capable of training effectively. Based on these results, we articulate the "lottery ticket hypothesis:" dense, randomly-initialized, feed-forward networks contain subnetworks ("winning tickets") that - when trained in isolation - reach test accuracy comparable to the original network in a similar number of iterations. The winning tickets we find have won the initialization lottery: their connections have initial weights that make training particularly effective. We present an algorithm to identify winning tickets and a series of experiments that support the lottery ticket hypothesis and the importance of these fortuitous initializations. We consistently find winning tickets that are less than 10-20% of the size of several fully-connected and convolutional feed-forward architectures for MNIST and CIFAR10. Above this size, the winning tickets that we find learn faster than the original network and reach higher test accuracy.

arxiv.org · arXiv.org

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Given everything happening right now, I updated this article with options for weather apps, web forms, and translation services — along with some tweaks to existing categories.

I hope it helps your transition off US tech!

disconnect.blog/getting-off-us

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이 대통령과 ‘샤오미폰 셀카’ 시진핑 “사진 잘 찍으십니다”

n.news.naver.com/article/028/0

샤오미폰이 최근에 주력하는게 카메라라서
라이카와도 협업하고
카메라 관련 벤치마크 같은거 하면 삼성이나 아이폰 이기는 경우도 많고
꽤 발전 많이 하긴 했음.

물론 한국에 팔리는 샤오미폰은 저가폰 정도라서 소용없는 이야기 ㅋ

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전후질서는 정말 끝장이군. 바로 그 질서를 정의하고 강제하던 주체들에 의해서. 소련이(그 후신으로써의 러시아가) 키이우에서 초안을 쓰고 미국이 마지막에 "DJT" 라고 서명. 조약과 동맹이 얼마나 실질적인지를 의심하는 안보환경에서, 고리타분한 친미반미 친중반중 렛뗄이 과연 무슨 소용일까.

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브라우저는 어떻게 동작할까
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- 웹 엔지니어와 일반 사용자가 *브라우저의 내부 동작 원리* 를 직관적으로 이해할 수 있도록 만든 *인터랙티브 학습 가이드*
- 주소창 입력부터 *HTTP 요청 생성, DNS 해석, TCP 연결, HTML 파싱, DOM 구성, 렌더링 파이프라인* 까지 과정을 단계별로 시각화
- 각 단계는 *직접 입력하거나 조작할 수 있는 예제…
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https://news.hada.io/topic?id=25586&utm_source=googlechat&utm_medium=bot&utm_campaign=1834

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In the 1980s-2000s, conservatives railed against the postmodern left for fomenting the breakdown of norms and knowledge.

But since the 2010s, it's MAGA and the alt-right who wage war on science, facts, expertise, and vetted knowledge.

It's part of their authoritarian plan. No facts. No truth. No democracy.

Defending democracy means unmasking the post-postmodern right as the nihilistic grifters and power mongers they are.

This VOX piece got it right back in 2017.

vox.com/policy-and-politics/20

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Naya Create、ソフトウェア的に割と問題ある感じではあるけど、ロウスタッガード初心者としてはほぼ60%キーボードなのはありがたい。

しかし世の中には40%キーボードでコード書いてる人もいるわけで、すごいなあ…

今週いっぱいはNaya Createで頑張ってみます

(ネット上ではかなり評判悪くて実際設定アプリはどうなん?って感じだけど、今のところはそこまで酷い感じはしていない)

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