Year: 2026

I’m 38 and I Can’t Support Myself Anymore

I’m 38 and I Can’t Support Myself Anymore

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✨ Discover this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Content Note: This essay includes discussion of disability, financial precarity, poverty, and distress related to inability to work.I’m 38 years old and I just had to ask my mom if I could borrow money. Writing that email was enough to send me into a sobbing panic spiral about potentially spending the next 50 years without stable income.“Everyone who is born holds dual citizenship, in the kingdom of the well and in the kingdom of the sick.”― Susan Sontag, Illness as MetaphorRousse (La Toilette) - Henri…
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a task-trained open source model vs the frontier

a task-trained open source model vs the frontier

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✨ Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Part IV A digital twin the model can practice in A model can only practice a workflow it can actually perform, fail at, and retry. So we rebuilt the catalog workflow as a digital twin of an e-commerce platform: a simulated environment with the same listings, the same tools, and the same stakes as the real thing. The raw material is the Amazon Berkeley Objects dataset of real product images and listing data, which we turned into 177,767 review episodes: one listing each, with image,…
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About the security content of macOS Tahoe 26.6

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💥 Discover this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: For our customers' protection, Apple doesn't disclose, discuss, or confirm security issues until an investigation has occurred and patches or releases are available. Recent releases are listed on the Apple security releases page. Apple security documents reference vulnerabilities by CVE-ID when possible. For more information about security, see the Apple Product Security page. Available for: macOS Tahoe Impact: An app may be able to access sensitive user data Description: An access issue was addressed with additional sandbox restrictions. CVE-2026-43819: Omar Cerrito Available for: macOS Tahoe…
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What even are microservices? — var0.xyz

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🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: 2026-07-26 It's almost impossible to have a conversation about software architecture without someone bringing up microservices. Just look at the discussion over my last post. They have become the default example of both "good architecture" and "over-engineering," depending on who you ask. What's interesting is that everyone seems to recognize a microservice when they see one, yet almost nobody can explain what actually makes something a microservice. The impossible definition How small is micro? Should a service do exactly one thing? Two? Is there a…
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The age of token efficiency, the age of libraries — GolemUI Blog

The age of token efficiency, the age of libraries — GolemUI Blog

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💥 Read this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Not so long ago, six months, perhaps, I was seriously convinced that AI would not replace us, the programmers. It would just help us; it would be our assistant. Back then I was mostly firing off one-off prompts in ChatGPT to help me with the odd algorithm, but to my delight, I still hand-crafted nearly all of my code. Six months later, I’m not sure I can do my daily job without Claude. And I’m not alone: 84% of developers now use or plan to…
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Lyft and Baidu enter the robotaxi battlefield in London as testing begins

Lyft and Baidu enter the robotaxi battlefield in London as testing begins

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🔥 Explore this must-read post from TechCrunch 📖 📂 **Category**: Transportation,Baidu,Lyft,robotaxis 📌 **What You’ll Learn**: Chinese tech giant Baidu has begun testing self-driving vehicles in London as part of its partnership with Lyft and Freenow, the German ride-hailing and ride-hailing app that Lyft now owns. Baidu is the latest in a series of companies testing self-driving technology in the UK before deploying commercial robotaxis. The testing, which began on Tuesday with human safety operators, comes nearly a year after the two companies struck a strategic partnership to deploy Baidu's purpose-built Apollo Go RT6 robotaxi across key European markets through the…
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a reference language — PyTorch DevLog

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✨ Explore this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Edward Z. Yang (@ezyang) · July 25, 2026 · 4 min readcompilertorch.compileautogradverificationllmA reference implementation is a simplified but complete version of a system that trades performance in return for clarity. We might then say a reference “language” is the fabric of APIs and conventions from which these implementations are cut. At first glance, PyTorch obviously is a reference language: it is, after all, commonly called the lingua franca of modern deep learning. But upon a closer look, there is confusion:Reference implementations usually aren’t deployed to…
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Neutrino-1 8B · Fermion Research

Neutrino-1 8B · Fermion Research

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💥 Read this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Neutrino-1 8B · Fermion ResearchAvailable 2026-07-27The flagship of the Neutrino family: 36 decoder layers behind a coded ternary-family container that serves a datacenter GPU, a MacBook, and a desktop CPU from one artifact.2.56 GBDownload, lossless1/8The bits of fp1672.1MMLU763 tok/sSpec decode, H100Neutrino-1 8BNeutrino-1 8B is an 8.19B-parameter decoder-only transformer that ships as one 3.88 GB file. Every one of its 252 transformer linears is stored in a proprietary ternary-family weight format eight times smaller than fp16; the weights stay bit-packed at rest and are decoded inside…
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Satya Nadella says companies that trust one AI with everything may not survive

Satya Nadella says companies that trust one AI with everything may not survive

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🚀 Explore this trending post from TechCrunch 📖 📂 **Category**: AI,Enterprise,Microsoft,Satya Nadella 💡 **What You’ll Learn**: On Sunday, Microsoft CEO Satya Nadella doubled down on the shock warning he issued earlier this month to companies using artificial intelligence, going one step further this time. He predicts that companies that rely entirely on private AI labs to meet their AI needs will ultimately not be able to survive. This is what he said on the "Fareed Zakaria GPS" program on CNN. When Zakaria asked Nadella to explain why a company shares so much with an AI model provider, Nadella said companies…
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Ars Astronomica | First English translations of historical Hebrew and Latin works in astronomy, cosmology, and natural philosophy.

Ars Astronomica | First English translations of historical Hebrew and Latin works in astronomy, cosmology, and natural philosophy.

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💥 Check out this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A scholarly imprint producing first English translations of historical Hebrew and Latin works in astronomy, cosmology, and natural philosophy. These texts span centuries, and most have never appeared in English. One – Gersonides’ 136-chapter mathematical astronomy – was never printed and survives only in manuscript. They cite and answer one another, addressing the same cosmological questions, yet until now no one could read them side by side in a single language. The corpus Date Author Work Source Description Translator Version 1665 Athanasius Kircher Mundus…
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