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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RE: tech.lgbt/@yjeanrenaud/1161221

Deserved attention from 404media today too on the Smart Glasses detector app 👍 (FYI only as a sub is needed to read the whole thing, but a good sign)

404media.co/this-app-warns-you

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Across 🚶🏻‍♀️#fotovorschlag "Eingefrorene Bewegung" / "Frozen in Motion"

Short backstory - It wasn't raining so I left the house at nighttime. Took tonnes of pictures before realizing I can't do night photography. So, here we are!
I can't wait for better weather, more daylight hours and some flowers! 😂✨
(Oh! People not being in focus or covered in shadows is what I'm going for, to protect people's identities as best I can! It's a feature, not a bug!)

#photography #amateurphotography #streetphotography #pedestrian #nightlife #road #street #urban #urbanarchitecture #city #nightshot #night #shadow #light #nightphotography #bologna #city #cityscape #italia #citta #europe
A photo of a nighttime urban scene, focusing on a crossing bathed in green light coming from a traffic light. A woman is captured mid-stride as she crosses the street, her brown long coat flowing behind her. The traffic light is prominently displayed, showing a bright green light. Overhead, the crossing is framed by a series of arches, typical of Bologna A vintage-style lantern hangs from the archway, casting a warm, yellow glow that contrasts with the cool green light below. The buildings on either side of the crosswalk are aged, with barred windows..The ground is paved with stone blocks, reflecting the green light.
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Saw a blogger I follow expounding on the value of AI to make everything he does easier and accelerate everything.

I reject the notion that things - anything - needs to be accelerated. That's a pernicious idea that's been created by the tech bros and capitalists to further enslave us.

Everyone needs to slow down. Productivity is a lie.

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Es ist absurd, wie viele Unternehmen für die Änderung des Namens plötzlich einen Nachweis wie z.B. eine Ausweiskopie haben wollen. Für die initiale Registrierung wollte keiner von denen einen Ausweis sehen. Die Änderung der Adresse geht auch überall ohne irgend einen Nachweis. Das hat also nichts mit Sicherheit zu tun, sondern ist komplette Ignoranz. Es ist zwar nicht unüblich, dass sich Namen z.B. durch Ehe ändern. Aber das betrifft ja meistens nur Frauen. Tja und wer entwickelt solche Systeme?

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Looking for a flat in ? We're moving houses and subletting our flat in Neukölln for 6 months before the next tenants can move in.

It's a 87m2 flat at the fifth floor in a back house of Sonnenallee, bright and very quiet even with open windows. It has a huge kitchen/living room, 2 bedrooms and a balcony. We could leave some minimal furniture like couches, a big futon bed, etc. Move in from the 15.03 or 01.04.

Please share if you know some people who might be interested. PM me for more details.

A picture from my living room. 2 couches, shelves with books, wooden floor, a balcony covered in snow.
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If you're a swiss resident ( or know one ... ) you can get a custom hardware design onto an ASIC for FREE !!!

You get back one chip with your design (and a bunch of others!) and some board to help bring up/testing.

Also, this is "resident", no need to be a student or at uni or anything, you just need a valid Swiss address ...

I know I might be repeating myself here because I mentioned it a few month back but this bear repeating IMHO.

swisschips.ethz.ch/news-and-ev

PS: Can I haz boost for reach ?

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🕐 2026-02-24 18:00 UTC

📰 AIのテストコードは信用するな🙅‍♂️ (👍 58)

🇬🇧 AI-generated test code pitfalls: lessons from AI-driven development on test quality issues and avoiding bloated test suites
🇰🇷 AI가 생성한 테스트 코드의 함정: AI 기반 개발에서 테스트 품질 문제와 비대한 테스트 스위트 방지 교훈

🔗 zenn.dev/tko_kasai/articles/3f

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I forget who relatively recently was looking for an iOS client capable of working with : via @elenaElena Rossini on GoToSocial ⁂ I read about @mastoblasterMastoBlaster - Official Account which says of itself:

Built for snac, by design
Many apps support snac as a side effect. MastoBlaster makes it primary and follows snac’s Mastodon API support closely for predictable, polished behavior.

mastoblaster.app

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Large language model reasoning failures. ~ Peiyang Song, Pengrui Han, Noah Goodman. arxiv.org/abs/2602.06176

arXiv logo

Large Language Model Reasoning Failures

Large Language Models (LLMs) have exhibited remarkable reasoning capabilities, achieving impressive results across a wide range of tasks. Despite these advances, significant reasoning failures persist, occurring even in seemingly simple scenarios. To systematically understand and address these shortcomings, we present the first comprehensive survey dedicated to reasoning failures in LLMs. We introduce a novel categorization framework that distinguishes reasoning into embodied and non-embodied types, with the latter further subdivided into informal (intuitive) and formal (logical) reasoning. In parallel, we classify reasoning failures along a complementary axis into three types: fundamental failures intrinsic to LLM architectures that broadly affect downstream tasks; application-specific limitations that manifest in particular domains; and robustness issues characterized by inconsistent performance across minor variations. For each reasoning failure, we provide a clear definition, analyze existing studies, explore root causes, and present mitigation strategies. By unifying fragmented research efforts, our survey provides a structured perspective on systemic weaknesses in LLM reasoning, offering valuable insights and guiding future research towards building stronger, more reliable, and robust reasoning capabilities. We additionally release a comprehensive collection of research works on LLM reasoning failures, as a GitHub repository at https://github.com/Peiyang-Song/Awesome-LLM-Reasoning-Failures, to provide an easy entry point to this area.

arxiv.org · arXiv.org

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M2F: Automated formalization of mathematical literature at scale. ~ Zichen Wang et als. arxiv.org/abs/2602.17016v1

arXiv logo

M2F: Automated Formalization of Mathematical Literature at Scale

Automated formalization of mathematics enables mechanical verification but remains limited to isolated theorems and short snippets. Scaling to textbooks and research papers is largely unaddressed, as it requires managing cross-file dependencies, resolving imports, and ensuring that entire projects compile end-to-end. We present M2F (Math-to-Formal), the first agentic framework for end-to-end, project-scale autoformalization in Lean. The framework operates in two stages. The statement compilation stage splits the document into atomic blocks, orders them via inferred dependencies, and repairs declaration skeletons until the project compiles, allowing placeholders in proofs. The proof repair stage closes these holes under fixed signatures using goal-conditioned local edits. Throughout both stages, M2F keeps the verifier in the loop, committing edits only when toolchain feedback confirms improvement. In approximately three weeks, M2F converts long-form mathematical sources into a project-scale Lean library of 153,853 lines from 479 pages textbooks on real analysis and convex analysis, fully formalized as Lean declarations with accompanying proofs. This represents textbook-scale formalization at a pace that would typically require months or years of expert effort. On FATE-H, we achieve $96\%$ proof success (vs.\ $80\%$ for a strong baseline). Together, these results demonstrate that practical, large-scale automated formalization of mathematical literature is within reach. The full generated Lean code from our runs is available at https://github.com/optsuite/ReasBook.git.

arxiv.org · arXiv.org

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