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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其實我看一圈,尼泊爾的「Discord 選總理」有點言過其實,Sushila Karki 的社會支持度本來就高了,再說其他權貴也不會想在這個時候蹚渾水,於是就把 Karki 推出來了。
Discord 票選並沒有具體的法律效力,我覺得比較像民意調查吧,避免推人出來又被抗議群眾踩下去 XD
當局還是需要「設法找到符合憲法的途徑來任命她」。

cna.com.tw/news/aopl/202509110

> 一名熟悉內情的消息人士告訴路透社,卡齊已經同意出任臨時總理,當局正設法找到符合憲法的途徑來任命她。
>
> 尼泊爾媒體報導,卡齊正在與總統鮑德爾(Ram Chandra Paudel)及陸軍司令席格戴爾(Ashok Raj Sigdel)舉行會談。
>
> 鮑德爾說,他正竭盡全力,在憲法架構內解決「眼前的艱難局勢」、保護民主並維護和平與秩序。

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호토모에 커모지 관리하면서 연합우주 프사 커모지들을 쭉 보다가 발견한게 있는데
예전에 신입이라면서 되게 이것저것 많이 환영해 준 사람이 있었는데
그게 좀 많이 나가서 커모지까지 만들어져 있더라
그래서 아직 그 유저가 있는지 검색해 봤는데 계정을 삭제 했더라는 씁쓸한 사실...

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I unified convolution and attention into a single framework

Link: zenodo.org/records/17103133
Discussion: news.ycombinator.com/item?id=4

Window is Everything: A Grammar for Neural Operations

The operational primitives of deep learning, primarily matrix multiplication and convolution, existas a fragmented landscape of highly specialized tools. This paper introduces the Generalized WindowedOperation (GWO), a theoretical framework that unifies these operations by decomposing them into threeorthogonal components: Path, defining operational locality; Shape, defining geometric structure andunderlying symmetry assumptions; and Weight, defining feature importance.We elevate this framework to a predictive theory grounded in two fundamental principles. First, weintroduce the Principle of Structural Alignment, which posits that optimal generalization is achievedwhen the GWO’s (P, S, W) configuration mirrors the data’s intrinsic structure. Second, we show thatthis principle is a direct consequence of the Information Bottleneck (IB) principle. To formalizethis, we define an Operational Complexity metric based on Kolmogorov complexity. However, wemove beyond the simplistic view that lower complexity is always better. We argue that the nature ofthis complexity—whether it contributes to brute-force capacity or to adaptive regularization—isthe true determinant of generalization. Our theory predicts that a GWO whose complexity is utilized toadaptively align with data structure will achieve a superior generalization bound. Canonical operationsand their modern variants emerge as optimal solutions to the IB objective, and our experiments reveal thatthe quality, not just the quantity, of an operation’s complexity governs its performance. The GWO theorythus provides a grammar for creating neural operations and a principled pathway from data propertiesto generalizable architecture design.

zenodo.org · Zenodo

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“You cannot vote with your wallet. Or rather, you can, but you will lose that vote. Wallet-votes always go to the people with the thickest wallets, and statistically, that is not you.

[…]

Make individual choices that make your life better. Take collective action to make society better.”

pluralistic.net/2025/09/13/con

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picks of the day:

➡️ @AmsterdamMetalScene - English-language coverage of Amsterdam metal music

➡️ @thedeltareview - Culture in Mississippi & Southeastern USA, blues, jazz, coffee etc

➡️ @relayVancouver DIY Events - Community calendar of anti-corporate music events in Vancouver, Canada

➡️ @HailsandAlesChris Fletch :pentagram: - Music journalist, heavy metal fan

➡️ @CultureDeskFlipboard Culture Desk - Human-curated culture news on music, film, entertainment

➡️ @NMEMagazine - UK music & culture magazine

🧵 1/4

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어젯밤에 Real Racing 3라는 모바일 레이싱 게임 아주 잠깐 튜토리얼만 해봤는데
그래픽도 좋고 소리도 좋고 bgm도 좋고 퀄리티도 좋은데
폰 돌려서 핸들링하는 걸 개인적으로 안 좋아해서 아쉬웠음

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강남에서 만원 내고 함바가 하나 먹고나니 집옆에 두고 온 개맛도리 수육/제육/카레/잡채/훈제오리/찜닭/냉모밀/콩국수/김치말이국수 무제한이 생각 나서 그저 하염없이 눈물만,,,

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요즘 주말마다 모각코 하는데 장소가 강남이라 밥값이 꽤 나옴 근데 하필 집주변(인천)에 개맛도리 한식뷔페 찾아낸 이후로 가격값 못하면 그돈씨가 목구녕까지 차오른다

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[식물의 육하원칙] 사라져가는 한반도 고유종 ‘노랑붓꽃’:
노랑붓꽃은 멸종위기 야생생물 Ⅱ급 식물이다. 아래는 노랑붓꽃의 육하원칙. Who?내 이름은 노랑붓꽃. 학명은 Iris koreana Nakai. 백합목 붓꽃과에 속하는 관속식물이자 여러해살이풀이야. 환경부가 지정한 멸종위기 야생생물 Ⅱ급 식물이야. When?1914년도 일본의 식물학자 나까이(Nakai)가 노령산맥 끝자락에서 발견했어. 문헌으로만 알려지다 1992년 우리수목원 연구팀이 변산반도에서 발견해 수목원에 전시했어. 4~5월 고요하게 꽃을 피우고 6~7월에 열매를 맺어. 2012년 멸종위기 야생생물 Ⅱ급으로 지정됐어. Whe
newspenguin.com/news/articleVi
(2025-09-14 00:05:00)

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It’s hard to communicate sometimes just how legacy and niche the concept of a desktop workstation has become. The idea of sitting down at a dedicated space to do computer things is outdated. If we—desktop Linux I mean—are building solely for that experience we’ll die out. If you’re not building towards notebook, tablet, and mobile workflows you’re building for the past
cyberplace.social/@GossiTheDog

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