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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타이레놀.. 그러니까 아세트아미노펜 복용할땐 간 조심하십쇼 이 약 성분이 간을 심각하게 굴립니다
간을 조지는 다른 약을 같이먹거나 할 때 조심하시고
특히 술은 먹으면 안됩니다

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洪 民憙 (Hong Minhee) shared the below article:

Jenkins의 모든 Job 설정이 날아간 사건과 복구한 얘기

Juntai Park @arkjun@hackers.pub

Jenkins Job 설정이 전부 사라진 아찔한 사건과 이를 해결한 과정을 소개합니다. Jenkins를 사용하던 중 플러그인 충돌과 네트워크 정책 문제로 Job 설정이 초기화되는 문제가 발생했습니다. 원인은 특정 해외 mirror에 대한 접근 차단으로 인한 플러그인 설치 실패 및 기존 버전과의 충돌이었습니다. 서버 차단 정책을 수정하고 플러그인을 업데이트한 후, Jenkins 자체도 최신 버전으로 업그레이드하여 문제를 해결했습니다. 다행히 빌드 기록이 남아 있어 Pipeline Script를 복구하여 Job 설정을 복원할 수 있었습니다. 이 경험을 통해 Jenkins는 플러그인 의존도가 높고, 네트워크 환경에 민감하며, Job 설정 백업이 필수적임을 다시 한번 깨달았습니다. CI/CD도 코드처럼 관리해야 한다는 기본기를 상기시켜주는 계기가 되었습니다.

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타이레놀과 자폐증: 아세트아미노펜은 임신 중 복용해도 안전할까? - BBC News 코리아

bbc.com/korean/articles/cn5q1q

...일단 임신중에 먹으면 문제 있다는 근거는 없음.
다만 임신중에는 무슨 약물이든 의사의 지시하에 복용이 필수임.
타이레놀 계열의 주요 부작용은 간부전으로, 이건 쉽게 간과되는 문제점임. 즉 간에 문제가 있는 사람은 주의가 필요함.

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On Tuesday, Macron said only Trump had the power to put pressure on Israel to end its devastating war on Gaza.

“There is one person who can do something about it – and that is the US president,” Macron said.

“And the reason he can do more than us is because we do not supply weapons that allow the war in Gaza to be waged. We do not supply equipment that allows war to be waged in Gaza. The United States of America does.”





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Bit is all we need: binary normalized neural networks
L: arxiv.org/abs/2509.07025
C: news.ycombinator.com/item?id=4
posted on 2025.09.25 at 21:43:57 (c=0, p=5)

arXiv logo

1 bit is all we need: binary normalized neural networks

The increasing size of large neural network models, specifically language models and foundational image models, poses deployment challenges, prompting efforts to reduce memory requirements and enhance computational efficiency. These efforts are critical to ensure practical deployment and effective utilization of these models across various applications. In this work, a novel type of neural network layers and models is developed that uses only single-bit parameters. In this novel type of models all parameters of all layers, including kernel weights and biases, only have values equal to zero or one. This novel type of models uses layers named as binary normalized layer. These binary normalized layers can be of any type, such as fully connected, convolutional, attention, etc., and they consist of slight variations of the corresponding conventional layers. To show the effectiveness of the binary normalized layers, two different models are configured to solve a multiclass image classification problem and a language decoder to predict the next token of a sequence. The model to solve the image classification has convolutional and fully connected layers, and the language model is composed of transformer blocks with multi-head attention. The results show that models with binary normalized layers present almost the same results obtained by equivalent models with real 32-bit parameters. The binary normalized layers allow to develop models that use 32 times less memory than current models and have equivalent performance. Besides, the binary normalized layers can be easily implemented on current computers using 1-bit arrays, and do not require the development of dedicated electronic hardware. This novel type of layers opens a new era for large neural network models with reduced memory requirements that can be deployed using simple and cheap hardware, such as mobile devices or only cpus.

arxiv.org · arXiv.org

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‘War has rules’: UN event urges action to protect Palestinian children

After nearly being killed in June during an Israeli attack on Gaza, 10-year-old Rasha felt compelled to write her will.

“If I become a martyr or pass away, please do not cry for me because your tears cause me pain,” she wrote. “I hope my clothes will be given to those in need.”

Rasha was killed in another Israeli strike three months later.

aljazeera.com/news/2025/9/24/w


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