💥 Check out this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Between the two of us, we reviewed 22 paper submissions this summer, spread across NeurIPS, WACV, and TerraBytes (a geospatial workshop at ECCV). Fifteen of the 22 (68%) contained entirely fabricated citations, fabricated author lists for existing papers, and/or were clearly LLM-generated (e.g. hallucinated technical jargon, nonsensical writing, irrelevant citations). This is called being in the “slop trenches” (i.e. dealing with the output of AI slop cannons). Here we complain about this being mostly a waste of time, do a small lit review on the state…
✨ Explore this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: Every zeitgeist comes with new design idioms unique to its challenges. Many of them disappear as fads change, but others bake themselves into deeper parts of existing software interaction paradigms. For example, there’s the hamburger menu (≡) which saw a proliferation during the rise of mobile due to the constraints around screen size. It has since spread to many other parts of software interaction design and will likely remain prevalent for a long time as a terse way of indicating “more menu-type content here”. As…
✨ Check out this must-read post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: In a review of our cybersecurity evaluation transcripts, we found three incidents in which a Claude model reached the internet from within or while interacting with a third-party evaluation environment, and then gained unauthorized access to the real systems of three different organizations.Below we describe what happened, how it happened, and what we’re changing. We encourage other AI labs to perform similar reviews. This post reflects our current understanding; we'll update it if any details change.On July 21, OpenAI disclosed that several of their…
🔥 Read this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: Humans make carbon dioxide. Carbon dioxide is bad for cognition. But plants turn carbon dioxide back into oxygen. And plants are the one true home decoration strategy. So maybe if you get a lot of plants, you can you can keep carbon dioxide in check and keep your brain working? It’s theoretically possible. It’s probably just barely possible in practice. But it won’t be easy. People produce ~1 kilogram of carbon dioxide per day. That’s around 5.7 × 10²³ molecules or 0.948 moles per hour.…
✨ Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: ✈️ your AI writes like a LinkedIn post. make it write like a Boeing manual. An agent skill that forces LLMs to write docs in ASD-STE100 Simplified Technical English:the controlled language aerospace has used since 1983 so a tired mechanic cannot misread an instruction.AI slop dies as a side effect. 💀 See it · Install · The rules · Not just docs · Receipts · FAQ Works in every harness that speaks the Agent Skills standard: Claude Code, Cursor, VS Code Copilot, OpenAI Codex, Gemini…
🚀 Read this insightful post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: The conventional wisdom around Postgres-backed queues is that they don't scale. To handle a large workload, you can't use Postgres, but instead need a dedicated queueing system like RabbitMQ + Celery or Redis + BullMQ. There's a reason people say this: queues really are a demanding workload for Postgres. At scale, thousands of workers are polling your queues table at the same time, creating contention and churning indexes. But with the right optimizations, Postgres can handle it. In this blog post, we'll show how we optimized…
🚀 Explore this trending post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: UEFA and its 55 member associations stand as one. We unanimously and unequivocally reject FIFA’s proposal to transfer ownership interests in the World Cup and other FIFA competitions to private investors. The World Cup cannot be treated as an investment product. It is one of football’s greatest sporting legacies. It has been built over generations by players, national teams and supporters across every continent. No part of it should ever be surrendered to private investors. The World Cup is not for sale. It is both…
🔥 Explore this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: If an agent had a wallet, a computer, and 24 hours, could it run a profitable startup?For an agent to perform real work, it needs to be continuously run for days or weeks as well as having access to business assets and working capital. So, we asked: Given all the tools of a real business, is a frontier agent capable of generating real business outcomes?Short answer: Not yet.We put this question to the test. At a glance, the results were not encouraging:320.7M prompt tokens, 1,129…
🔥 Discover this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: We’re looking for a process engineer with 5+ years of experience in scaling catalytic technologies to pilot and beyond. You will play a central role in designing, constructing, and commissioning our pilot unit and subsequently designing our first commercial unit. Required core competencies: Procuring, integrating, operating, and fixing pilot-scale equipment; Pilot chemical plant commissioning and operation; Experience with recycling loops; Experience with gas-to-liquids processes (syngas-to-methanol preferred); Collaboration with EPCs in overseeing FOAK commercial unit design; Experience with Aspen or other process simulation software. Preferred qualifications:…
✨ Check out this trending post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: At first, their predictions were 10 times fuzzier than data-driven inferences. Low-energy particles tend to spread out, so capturing their possible positions requires using a huge lattice. High-energy particles need a comparatively smaller grid, but one with an extremely fine mesh. “Back then, it was unimaginable that one day lattice would reach the same precision” as the data-driven method, said Kalman Szabo, a professor at Wuppertal who was involved in the effort. It took a decade of developing clever computational techniques — and waiting…