π₯ Explore this insightful post from Hacker News π π **Category**: π **What Youβll Learn**: Weβre opening a research preview of the Model Hardware Standard (MHS), a shared specification for AI agents to safely operate physical devices, to a first group of scientific research labs and advanced manufacturers. MHS enables AI agents to operate multiple lab and manufacturing instruments, such as microscopes, liquid handlers, and robotic arms, in parallel, and perform intricate tasks ranging from routine drug discovery experiments to laser calibration on a quantum computer. The development of MHS began as a collaboration between Anthropic and HHMI Janelia Research…
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**What Youβll Learn**: Big Pineapple, the platform behind 1.1.1.1, Gateway DNS, DNS Firewall, AS112, and several other Cloudflare DNS services, stores over 250 billion DNS cache entries at any given time. At that scale, wasting a single byte per entry costs more than 250 gigabytes of memory across our fleet.Five successive changes to how cache entries are stored in memory cut the per-entry footprint by over 50%. Across our fleet, these changes freed up roughly 100 terabytes of memory, equivalent to the amount of RAM in 130 of…
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**What Youβll Learn**: Unofficial Ubuntu/Linux build of the Grok Bot desktop app. Cursor ships Grok Bot for macOS and Windows only. This repo does the same thing the Codex Mac-to-Linux port did: take the official Electron app, put it on a Linux Electron runtime, and replace the Windows-only native addons. It is not an xAI or Cursor product. Linux is unsupported by them. The official Grok Bot UI β bots, the shared computer, sign-in with your Cursor account β running as a native Linux app. No Wine. Current…
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**What Youβll Learn**: Hi HN, we're the founders of Salem Robotics (https://salemroboticsinc.com). We give existing mobile robots the task-specific intelligence to carry out surveys and physically interactive inspections in hazardous industrial facilities.Here's a video of it running on real robot hardware with a few words from us: https://youtu.be/U_228h3NE7cWe came to Salem through robotics research at UT Austin and a combined 15 years working in nuclear, including about 10 years developing and deploying autonomous robots at Los Alamos National Laboratory. Over the last five years, we kept running into…
π₯ Explore this insightful post from Hacker News π π **Category**: π‘ **What Youβll Learn**: https://ajovomultja.hu/mitra-15 A Mitra-15 Simulator for SIMH This is a preliminary version. For now, my code compiles, but it is still not a true Mitra-15 simulator; rather, it is a tentative effort. Many thanks to Pascal Chour for the very useful documentation available on his website: https://www.pascalchour.fr/ressources/cii/mitra15.htm As my C is rusty (pun is intended) I started with an existing SDS 940 simulator for SIMH and slowly modified it towards Mitra-15's characteristics. The Mitra-15 is a microcomputer that features interesting concepts, such as the ability to…
π₯ Read this must-read post from Hacker News π π **Category**: π **What Youβll Learn**: What is launch coordination?Launch coordination is getting the people around a release posting about it at the right moment, in their own words, instead of whenever they get around to it: your team, customers, investors, a podcastβs guests, creators, partners. It covers the brief they read, the assets they are handed, the approval before anything publishes, and the schedule it all runs on.How do you get other people to post about a launch?You invite them: a link per cohort, or one person by email with…
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**What Youβll Learn**: About Adentris Adentris (Y Combinator) builds AI-powered compliance and revenue integrity infrastructure for behavioral health providers. Our systems read real patient records, find clinical and regulatory risk, and put it in front of the people who can act on it. We run on production PHI for paying customers, so every design decision reaches actual patients. We're also architected differently from most healthcare AI companies: all model inference runs inside our HIPAA-compliant Azure environment. No external LLM APIs ever touch patient data. That data-sovereign architecture is…
π₯ Discover this awesome post from Hacker News π π **Category**: π **What Youβll Learn**: Dallas, TX, August 26 β Actinide, an advanced materials company that designs, builds, and operates its own isotope separation machines, has become the first startup in history to produce high-assay low-enriched uranium (HALEU). The enrichment was performed on the company's first-generation calutron, which, weeks earlier, was producing Actinideβs flagship commercial product: enriched ytterbium-176, delivered to Oklo Isotopes.There is no end-to-end domestic supply chain for HALEU-based fuel: the Department of Energy says that most advanced reactor designs require HALEU, yet there is currently zero available from…
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**What Youβll Learn**: Qwen3.8-Flash-Next is amongst the leading models in intelligence and well priced when comparing to other open weight models of similar size. It's also faster than average, however very verbose. The model supports text, image, and video input, outputs text, and has a 256k tokens context window.Qwen3.8-Flash-Next scores 56 on the Artificial Analysis Intelligence Index, placing it well above average among comparable models (median: 28). When evaluating the Intelligence Index, it generated 200M tokens, which is very verbose in comparison to the median of 110M.Pricing for…
π₯ Discover this trending post from Hacker News π π **Category**: π **What Youβll Learn**: The machine for turning productive infrastructure into cement plugsReaders will be familiar with the German nuclear phase-out. The Merkel and Scholz governments prematurely shut down twenty gigawatts of nuclear power. Those plants provided energy for 38 million households for less than twenty percent of the cost of gas. The Scholz government closed one power plant thirteen years before its expected retirement date.But few know that the Dutch government is doing something similar: it is pouring cement down the countryβs gas wells. These wells are already…
