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Gemini 3.1 Pro – Model Card — Google DeepMind

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✨ Discover this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Our Frontier Safety Framework includes rigorous evaluations that address risks of severe harm from frontier models, covering five risk domains: CBRN (chemical, biological, radiological and nuclear information risks), cyber, harmful manipulation, machine learning R&D and misalignment.Our frontier safety strategy is based on a “safety buffer” to prevent models from reaching critical capability levels (CCLs), i.e. if a frontier model does not reach the alert threshold for a CCL, we can assume models developed before the next regular testing interval will not reach that CCL. We…

You Can’t Save Your Way out of Economic Shocks

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💥 Check out this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Procrastination does not meaningfully predict saving regret. Across 12 psychometric measures tested in both countries, the relationship is weak to nonexistent, and where statistically significant, it frequently runs in the opposite direction from what the behavioral economics literature predicts.Economic shocks do. Exposure to negative financial shocks is the dominant predictor of wishing you’d saved more.About half of Americans between 60 and 74 wish they had saved more. That’s a familiar finding, and it comes with a familiar explanation: people procrastinate. They know they should…

Signatory — Draw Your Signature Online Free

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💥 Check out this insightful post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: John Hancock 1776 Signed the Declaration of Independence so large that "John Hancock" became American slang for "signature." Legend says he wanted King George III to read it without spectacles. William Shakespeare c. 1616 Only six confirmed signatures survive — all on legal documents, with the surname spelled differently almost every time. Variations include "Shakp," "Shakspe," and "Shakspeare." Napoleon Bonaparte c. 1804 His signature visibly deteriorated over his career — from a bold "Bonaparte" during triumphs to a childlike scrawl during his final exile…

February Pebble Production and Software Updates

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✨ Read this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: #Mega update on Pebble Time 2, Pebble Round 2 and Index 01 Things are busy in Pebbleland! We’re getting close to shipping 3 new hardware products and all the associated software that comes along with them. Overall, things feel good. I’d say the amount of last minute shenanigans is at the normal amount. Getting new hardware into ‘production’ is a pretty wild and exciting process. Building hardware is an exercise in balancing competing priorities of cost, quality and speed. In the last mile push to…

fjrevoredo/mini-diarium: An encrypted local cross-platform journaling app

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🔥 Check out this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: An encrypted, local cross-platform journaling app Mini Diarium keeps your journal private. Every entry is encrypted with AES-256-GCM before it touches disk, the app never connects to the internet, and your data never leaves your machine. Built with Tauri, SolidJS, and Rust. Mini Diarium is a spiritual successor to Mini Diary by Samuel Meuli. I loved the original tool. It was simple, private, and did exactly what a journal app should do. Unfortunately, it's been unmaintained for years and its dependencies have aged out.…

How AI is affecting productivity and jobs in Europe

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💥 Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Europe faces a critical choice in the race for artificial intelligence (AI). As the technology promises to reshape economies worldwide, policymakers are caught between two competing narratives. Optimists envision AI as the catalyst for a new productivity boom, potentially adding several percentage points to annual growth (Baily et al. 2023). Sceptics warn that adoption barriers, skill gaps, and uneven diffusion may limit gains and exacerbate inequality (Acemoglu 2024, Filippucci et al. 2024, Gambacorta and Shreeti, 2025). For Europe, the stakes are particularly high: while the…

Fast Enough to Think. Reliable Enough to Act.

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✨ Discover this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Architecture Optimized for Flash-Speed Decoding and Inference The architecture of Step 3.5 Flash is defined by a model-system co-design that prioritizes inference cost and speed as the core architectural constraint. We employ a Sparse Mixture-of-Experts (MoE) backbone to decouple global model capacity from per-token computation. While the total knowledge base spans 196B parameters, the system only activates 11B parameters per token during inference. To further reduce memory overhead, we strategically utilize dense layers for the first few layers of the network for high intelligence density.…

Mark Zuckerberg overruled 18 wellbeing experts to keep beauty filters on Instagram

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🔥 Discover this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Mark Zuckerberg told a jury on Wednesday that he overruled concerns about teen wellbeing from staff and 18 experts to lift a ban on Instagram beauty filters because he was concerned about “free expression”.The billionaire social media boss faced a grilling in a Los Angeles court on Wednesday as he battles a landmark legal claim that social media is addictive to children. Instagram temporarily suspended beauty filters — which digitally alter people’s appearance — to conduct a review of the features in 2019. All of…

The Single-Minded Movie Blog: Old School Effects: The Cloud Tank

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🚀 Read this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Following my recent rants about computer generated effects (here and here), I thought it would be fun to look into one of the old school visual effect techniques that computers have now rendered obsolete.Today's subject is... The Cloud Tank.CUT TO:A cloud tank is basically a big water tank.It's primarily used to create a wide variety of atmospheric effects, mainly clouds, hence the name. Back in the old days this was a great way of creating organic shapes, which would otherwise have to be done with…

Introducing @stoolap/node: A Native Node.js Driver That’s Surprisingly Fast

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✨ Check out this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: I’ve been working on Stoolap for a while now – an embedded SQL database written in pure Rust. It started as a Go project, grew into something much bigger, and recently hit a point where I thought: okay, this thing is fast, but how do people actually use it outside of Rust? The answer, for a lot of developers, is Node.js. So I built @stoolap/node – a native driver powered by NAPI-RS that gives you direct access to Stoolap from JavaScript and TypeScript. No…