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Julia

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💥 Explore this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: I wrote a program so that I could paint in aquarelle. I take pages from the treasure and paint them: the sky of Varennes on the night of 2 Messidor; a sagittal cut of Saint Sebastian, whose arrows are cylindric sections; Miranda gazing at the sea, waiting to be relieved. At times I include Julia in the scene, in whatever clothes it wears at the time, as though we had always known Julia, and had been reared under its gaze. Thus a flaming halo presides…

Banning lead in gas worked. The proof is in our hair – @theU

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🚀 Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Prior to the establishment of the Environmental Protection Agency in 1970, Americans lived in communities awash with lead from industrial sources, paint, water supply pipes and, most significantly, tailpipe emissions. A dangerous neurotoxin that accumulates in human tissues and is linked to developmental deficits in children, environmental lead levels have come way down in the years since, and so have human exposures. The proof is in your hair. An analysis of hair samples conducted by University of Utah scientists shows precipitous reductions in lead levels…

How Does Misalignment Scale with Model Intelligence and Task Complexity?

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💥 Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Alexander Hägele1, 2, Aryo Pradipta Gema1, 3, Henry Sleight4, Ethan Perez5, Jascha Sohl-Dickstein5 1Anthropic Fellows Program 2EPFL 3University of Edinburgh 4Constellation 5Anthropic February 2026 When AI systems fail, will they fail by systematically pursuing goals we do not intend? Or will they fail by being a hot mess—taking nonsensical actions that do not further any goal? 📄Paper, 💻Code Research done as part of the first Anthropic Fellows Program during Summer 2025. tl;dr When AI systems fail, will they fail by systematically pursuing the wrong goals,…

Firefox Getting New Controls to Turn Off AI Features

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🔥 Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: The Firefox browser is gaining options to turn off AI enhancements, Mozilla said today. Firefox users who prefer to browse without artificial intelligence will be able to turn off several AI features that Mozilla has added over the last several months. Here's what can be disabled: Translations, which help you browse the web in your preferred language. Alt text in PDFs, which add accessibility descriptions to images in PDF pages. AI-enhanced tab grouping, which suggests related tabs and group names. Link previews, which show key…

Court orders restart of all US offshore wind construction

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🔥 Check out this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Based on reporting elsewhere, some of the judges viewed the classified report that was used to justify the order to halt construction, but they didn’t find it persuasive. In one case, the judge noted that the government wasn’t acting as if the security risks were real. The threat supposedly comes from the operation of the wind turbines, but the Department of the Interior’s order blocked construction while allowing any completed hardware to operate. “If the government’s concern is the operation of these facilities, allowing…

GitHub Status

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✨ Explore this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Update - We continue to investigate failures impacting GitHub Actions hosted-runner jobs.We're waiting on our upstream provider to apply the identified mitigations, and we're preparing to resume job processing as safely as possible. Feb 02, 2026 - 22:10 UTC Update - Copilot is experiencing degraded performance. We are continuing to investigate. Feb 02, 2026 - 21:27 UTC Update - We continue to investigate failures impacting GitHub Actions hosted-runner jobs.We have identified the root cause and are working with our upstream provider to mitigate.This is also…

stelviodev/stelvio: Ship Python to AWS in minutes, not days

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🚀 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Ship Python to AWS in minutes, not days. Documentation - Stelvio Manifesto - Roadmap Stelvio is an open-source framework that lets you build and deploy modern AWS applications using pure Python. Forget YAML, complex configuration, or learning new DSLs. With the stlv CLI, you focus on your code, and Stelvio handles the infrastructure. 🐍 Pure Python: Define your infrastructure with standard Python code. Use your favorite IDE, linter, and type checker. 🧠 Smart Defaults: We handle the complex IAM roles, networking, and configuration so…

Stop incentivizing surface parking lots

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💥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: The other week, I visited Syracuse, New York to meet with city officials and organizers about their land policies. Syracuse, despite its history of de-industrialization, still has a charming and nicely developed downtown. Nevertheless, Syracuse shares a problem endemic to most modern American cities: excessive parking lots in prime downtown locations.This came as no surprise to me; at the Center for Land Economics I am constantly modeling urban areas across the United States, viewing them through the lens of property tax data records and GIS…

The largest number representable in 64 bits

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💥 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: This post is a rewrite of my earlier blog post from Nov 2023 with many new insights and updates. ┬─┬ ┬─┬────────── ┬─┬─┬ ┬─┬──────────── └─┤ │ │ ──┬────── └─┤ │ │ │ ──┬──────── │ │ │ ┬─┼────── └─┤ │ │ ──┼─┬────── │ │ │ └─┤ ┬─┬── │ │ │ ┬─┼─┼────── │ │ │ │ ┼─┼─┬ │ │ │ └─┤ │ ┬─┬── │ │ │ │ │ ├─┘ │ │ │ └─┤ ┼─┼─┬ │ │ │ │ ├─┘ │ │ │ │ │ ├─┘ │ │ │…

Poker and Werewolf, and Gemini 3 tops chess

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✨ Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Chess relies on reasoning. Werewolf relies on social deduction. Poker introduces a new dimension: risk management. Like Werewolf, poker is a game of imperfect information. But here, the challenge isn't about building alliances — it's about quantifying uncertainty. Models must overcome the luck of the deal by inferring their opponents' hands and adapting to their playing styles to determine the best move.To put these skills to the test, we are launching a new poker benchmark and hosting an AI poker tournament, where the top models…