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✨ Read this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Humanoid robots are on display at the booth of U.S. chipmaker Nvidia during the 4th Supply Chain Expo in China.Johannes Neudecker | Picture Alliance | Getty ImagesChipmaker Nvidia says it is entering revenue-sharing agreements with fast-growing start-ups, in a move which will see customers swap access to compute power for a slice of future profits.The artificial intelligence chip leader says its new partnership program, announced Thursday, offers fast-growing AI startups token credits to power their development. Cloud-based AI firms, model builders and other enterprises will…

🔥 Read this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: “The product of mathematics is clarity and understanding. Not theorems, by themselves.”—Bill ThurstonHandwritten diagram by Alexander GrothendieckMy best theorem is one I never wrote down.It crystallized one bright morning in Lausanne, Switzerland, as I was preparing for my last invited conference talk. The proof felt so obvious—and the result so compelling—that I made the reckless move of editing my slides at the last minute. Time was running out and I could only include the announcement as an informal remark at the bottom of the last…

🔥 Explore this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: "Hong Kong, China - March, 19 2012: A close-up of a Samsung Galaxy S II Android screen with social media applications of Google Plus, Facebook, Play Store and Google Search."Samxmeg | Istock Unreleased | Getty ImagesEurope's top court on Thursday upheld Google's fine of around 4.1 billion euros ($4.67 billion) over alleged anti-competitive practices.In 2018, the European Commission slapped Google with the record-breaking penalty on the grounds that it abused Android's mobile dominance to give unfair advantage to its own apps via pre-installation deals with…

💥 Read this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Don't guess. Simulate. Before you launch, let hundreds of AI consumers vote with their wallets. MarketFish is a multi-agent market simulation engine. Instead of asking one LLM "will this product succeed?", it builds a digital market with 128+ AI consumers — each with their own identity, budget, emotions, and biases — and lets them shop across 30 rounds. Their purchase decisions, churn patterns, and social influence reveal what real users would do. Built on 6 academic papers (Generative Agents, OASIS, TwinMarket, Agent Bazaar, EconSimulacra, SMIF)…

🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: For two years I argued the feeling of AI speed had come apart from the fact of it, from watching my own teams. This summer it stopped being an anecdote. A controlled trial measured experienced developers feeling about 20% faster while running about 19% slower. The instrument we steer by reads backward. Short answer. AI speeds up typing, which was never the bottleneck for an expert in a codebase they already know. It adds overhead, prompting, waiting, and reviewing output that is often subtly wrong,…

🚀 Discover this must-read post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: We evaluate agents on ambiguous, multi-file tasks from real Cursor sessions. Higher scores are better.More about CursorBench↗A scatter and line chart comparing Fable 5, Opus 4.8, Opus 4.7, GPT-5.5, Sonnet 5, Sonnet 4.6, GLM 5.2, Composer 2.5, and Composer 2 scores against average cost per task.75% CursorBench 3.1 score70%65%60%55%50%45%$20$16$12$8$4$0Average cost per taskFable 5 highComposer 2.5GPT-5.5 mediumGemini 3.5 FlashOpus 4.8 highSonnet 5 highKimi K2.7 CodeGLM 5.2 highCostTokensStepsModelScoreCostCost / taskTokensTokens / taskStepsSteps / task1Fable 5 Max72.9%$18.0263,842762Fable 5 Extra High72.0%$13.7448,754633Fable 5 High70.6%$10.8137,173544Fable 5 Medium69.8%$8.2728,507475Opus 4.7 Max64.8%$11.0262,989966GPT-5.5 Extra High64.3%$4.3717,905467Fable…