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Center for Responsible, Decentralized Intelligence at Berkeley

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🔥 Discover this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Our agent hacked every major one. Here’s how — and what the field needs to fix. The Benchmark Illusion Every week, a new AI model climbs to the top of a benchmark leaderboard. Companies cite these numbers in press releases. Investors use them to justify valuations. Engineers use them to pick which model to deploy. The implicit promise is simple: a higher score means a more capable system. That promise is broken. We built an automated scanning agent that systematically audited eight among the most…

From You, Me and Tuscany to Ecstasy: Your Complete Entertainment Guide for Next Week | culture

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🚀 Check out this trending post from Culture | The Guardian 📖 📂 **Category**: Culture,Music,Stage,Dance,Theatre,Film,Television,Television & radio,Art,Art and design,Games ✅ **What You’ll Learn**: Checkout: cinemaYou, me and TuscanyOut nowWhere would a romantic comedy be if everyone told the truth? When impulsive chef Anna (Halle Bailey) talks about her engagement in order to justify her presence in an abandoned villa in Tuscany, a train of events that leads to true love begins - naturally. Regé-Jean Page and Nia Vardalos co-star.StrangeOut nowIn the 1930s in Algiers, a young man, Meursault, commits a murder. The premise will be familiar to Albert Camus' Journey…

Non-Volatile Memory at the Atomic Scale on Fluorographane

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🚀 Read this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Description The memory wall -- the widening gap between processor throughput and memory bandwidth -- has become the defining hardware constraint of the artificial intelligence era, now compounded by a structural NAND flash supply crisis driven by AI demand. We propose a post-transistor, pre-quantum memory architecture built on single-layer fluorographane (CF), in which the bistable covalent orientation of each fluorine atom relative to the sp3-hybridized carbon scaffold constitutes an intrinsic, radiation-hard binary degree of freedom. The C-F inversion barrier of ~4.6 eV (B3LYP-D3BJ/def2-TZVP, this work;…

Tyson Fury defeats Arslanbek Mahmudov: The Briton calls out Anthony Joshua after the comeback win

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✨ Explore this awesome post from BBC Sport 📖 📂 **Category**: 💡 **What You’ll Learn**: The poignant and emotional start to Fury's ring career saw a tribute to boxing legend Ricky Hatton, with Blue Moon playing in his honor following his death in September.Then, the atmosphere in north London was electric with Fury's familiar stage - showing off, showing off and singing - with fireworks shooting over the stadium as he danced to various musical numbers before sprinting to the ring.The match was broadcast globally on Netflix to its 325 million subscribers, and aired just hours before the release of…

How to Make AI Serve the Public

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✨ Explore this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A democratic agenda for AI governance AI is already shaping what you see, what jobs you’re offered, what loans you qualify for. You have no say in any of it. A handful of companies are building systems poised to reshape civilization, accountable to no one but their investors. Their CEOs all face the same trap: if I don’t move fast, a competitor will. And they’re right, which is exactly why individual companies can’t fix this. The problem is structural. The solution has to be too.…

The Secret Garden of Score: Week of Enthusiastic Reviews | culture

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🔥 Check out this awesome post from Culture | The Guardian 📖 📂 **Category**: Culture,Television,Film,Books,Music 📌 **What You’ll Learn**: televisionIf you only watch one, do it...Secret GardenBBC One/iPlayer, available nowSummarize in a sentence Ahead of his 100th birthday, David Attenborough presents a fascinating series about his love of the wildlife of our British back gardens. What our reviewer said “Although the animals are familiar old friends, the program tells the kind of exciting stories of predation, survival, mating and nesting that we are used to when Attenborough is in Africa or Asia.” Jack SealeRead the full reviewFurther reading 'We didn't…

Apple Silicon and Virtual Machines: Beating the 2 VM Limit

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✨ Read this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: For those who’ve been wondering what I’ve been doing for these past few months outside of OpenCore Legacy Patcher, I got the amazing opportunity to work as a Mac Admin Intern at a local consultant company. One of the areas I’ve been working quite a bit with is macOS Virtual Machines, specifically Apple Silicon Virtual Machines based on Apple’s Virtualization framework. However, not long after doing a lot of development and testing using Apple’s VM stack (through the amazing project, UTM), I found a very…

TV Tonight: Paul McCartney reopens the great Beatles mystery | TV and radio

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🚀 Explore this awesome post from Culture | The Guardian 📖 📂 **Category**: Television & radio,Culture 📌 **What You’ll Learn**: McCartney: Searching for the Lost Bass8.45pm, BBC2He bought his Höfner bass ("about £30!") in 1961 during the Beatles' formative years. But the instrument that had become synonymous with Paul McCartney disappeared around the time the Beatles split up and went on a journey of their own. With contributions from several "Bass Detectives" (and from Macca himself), this documentary about the search for the machine is another angle to a well-told story. Phil HarrisonSuitable ladies7.45pm, BBC 3Tomorrow's star? ...Suitable Ladies on…

‎RapidPhoto – Batch Crop & Edit App

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✨ Check out this trending post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Resize, Watermark & Convert Only for Mac Free · In‑App Purchases Process up to 500 photos at once. Batch crop, resize, blur faces, add watermarks, and export to WebP, HEIC, AVIF & more. Fully private — 100% on-device processing. RapidPhoto is a professional batch photo editor built for macOS. Process hundreds of images in minutes with powerful tools — all running locally on your Mac for complete privacy. BATCH PROCESSING • Import up to 500 photos at once • Apply crops, adjustments, and watermarks…

I swapped England for Seoul after watching a K-drama – and found myself cast in a K-pop video | culture

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✨ Read this must-read post from Culture | The Guardian 📖 📂 **Category**: Culture 💡 **What You’ll Learn**: TThe first time I discovered South Korea was during a Mandarin homework mishap in 2013. I was 16 and lacked all the characteristics required to be good at languages: confidence, a thick skin, and any desire to speak out loud. I had to choose a language, and Mandarin seemed like the best choice for me – with my self-proclaimed photographic memory, I spent hours cramming complex Chinese characters, convincing myself that I could pass my exams without uttering a single word. i…