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Meta projected 10% of 2024 revenue came from scams and banned goods, Reuters reports

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✨ Explore this insightful post from Hacker News 📖 📂 Category: ✅ Here’s what you’ll learn: Meta has been making billions of dollars per year from scam ads and sales of banned goods, according internal Meta documents seen by Reuters. The new report quantifies the scale of fraud taking place on Meta’s platforms, and how much the company profited from them. Per the report, Meta internal projections from late last year said that 10% of the company’s total 2024 revenue would come from scammy ads and sales of banned goods — which works out to $16 billion. Discussions within Meta…

[2510.18147] LLMs Encode How Difficult Problems Are

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💥 Read this insightful post from Hacker News 📖 📂 Category: 📌 Key idea: [Submitted on 20 Oct 2025] View a PDF of the paper titled LLMs Encode How Difficult Problems Are, by William Lugoloobi and 1 other authors View PDF HTML (experimental) Abstract:Large language models exhibit a puzzling inconsistency: they solve complex problems yet frequently fail on seemingly simpler ones. We investigate whether LLMs internally encode problem difficulty in a way that aligns with human judgment, and whether this representation tracks generalization during reinforcement learning post-training. We train linear probes across layers and token positions on 60 models, evaluating…

The Medieval law that froze history at 1189

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🚀 Discover this must-read post from Hacker News 📖 📂 Category: 💡 Main takeaway: You’ve probably heard of the phrase “time immemorial” as a general term for events that happened a very long time ago, but in fact, it has a specific meaning, and this year is its 750th anniversary. Statute of Westminster 1275 Let’s go back to the year 1275, and the recently crowned King Edward I is busy drafting and passing laws to tidy up his Kingdom. One of them was the Statute of Westminster, which covered a lot of matters relating to how legal processes should be…

My tutorial and take on C++20 coroutines

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🚀 Discover this insightful post from Hacker News 📖 📂 Category: 📌 Key idea: My tutorial and take on C++20 coroutines Over the last 25 years, I’ve written a lot of event-driven code in C++. A typical example of event-driven code is registering a callback that gets invoked every time a socket has data to be read. Once you have read an entire message, possibly after many invocations, you parse the message and invoke another callback from a higher layer of abstraction, and so forth. This kind of code is painful to write because you have to break your code…

jeremyaboyd/jerm-cad: A YAML-powered, vibe-coded, browser-based CAD software

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🔥 Discover this trending post from Hacker News 📖 📂 Category: ✅ Main takeaway: A browser-based 3D CAD model renderer that lets you design 3D models using YAML syntax. Define geometric shapes, apply boolean operations, and visualize your designs in real-time with export capabilities. Important Note: This project is almost entirely vibe-coded and likely contains loads of bugs. Use at your own risk! I found learning traditional CAD software incredibly frustrating. Despite having experience with Blender, those skills didn't translate well to modern CAD solutions like Fusion 360, SolidWorks, or FreeCAD. I knew exactly what primitive solids I needed to…

Startup Lessons from my Piracy Website

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🚀 Explore this awesome post from Hacker News 📖 📂 Category: 📌 Main takeaway: There are some contemporary piracy services that run ads—for marketing and, well, advertising purposes. This ranges from PPC to social media campaigns. I opted not to, mostly because I didn't think I could do it tastefully, and because I'd probably attract users who wouldn't be great customers. Instead, my marketing relied entirely on word-of-mouth—which meant building tremendous trust with my users, plus a single growth hack that I'll describe later on this page. This is all fairly standard startup knowledge—I've worked with more than a handful…

You Should Write An Agent · The Fly Blog

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✨ Read this trending post from Hacker News 📖 📂 Category: 📌 Key idea: Image by Annie Ruygt Some concepts are easy to grasp in the abstract. Boiling water: apply heat and wait. Others you really need to try. You only think you understand how a bicycle works, until you learn to ride one. There are big ideas in computing that are easy to get your head around. The AWS S3 API. It’s the most important storage technology of the last 20 years, and it’s like boiling water. Other technologies, you need to get your feet on the pedals first.…

dead framework theory | AI Focus

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✨ Explore this trending post from Hacker News 📖 📂 Category: ✅ Main takeaway: These are my opinions and are ruminations on what might be happening as more and more developers use LLMs and Frameworks to build on the web.In October last year I wrote “will developers care about frameworks in the future?” predicting that LLMs would abstract away framework choice. I was wrong—or at least, wrong about the timeline.The reality is more interesting and more permanent: React isn’t competing with other frameworks anymore. React has become the platform. And if you’re building a new framework, library or browser feature…

A prvalue is not a temporary – C++ on a Friday

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💥 Explore this must-read post from Hacker News 📖 📂 Category: 📌 Main takeaway: This is part one of a series of blog posts on temporaries, copies, return value optimization, and passing by value vs. reference. A good place to start, and the point of this first article, is how a prvalue isn’t necessarily a temporary. If you’re entirely new to value categories (lvalues, rvalues etc.), you might want to read lvalues, rvalues, glvalues, prvalues, xvalues, help! first. lvalues vs rvalues An lvalue is an expression that can not be moved from. An rvalue is an expression that can be…

A Fond Farewell from Farmers’ Almanac

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💥 Check out this trending post from Hacker News 📖 📂 Category: ✅ Main takeaway: Dear Friends, It is with a great appreciation and heartfelt emotions that we write to share some sad news. After more than 200 years of sharing a unique blend of weather, wit and wisdom, we’ve made the very difficult decision to write the final chapter of this historical publication. The 2026 Farmers’ Almanac will be our last edition. Many of you grew up hearing your parents or grandparents quote from the Almanac, always having a copy nearby. Maybe you have planted by our Moon phases,…