... Macbook air m5 : Building (i don't need more ressources because i'm building @Murmell with @Murmell ) adn posting across socials Desktop (RTX 5090 + ryzen 7800x3D) : Some uncensored models for cybersecurity tasks + local Gitlab runner Laptop Lenovo Legion 5 : Test environnement before deploying to the production and playing some Fifa lol Comment from Moss Ab Mirande-Ney(@moss_ab_mirande_ney): @rabnoor_s   Yeah, exactly I ve noticed the same thing with the Air

... model living in the same model picker, which ran all six answer files itself. Humans did exactly one job in this pipeline: invigilation. Final score:  90 to 70. The winner also used 15% fewer output tokens (11,702 vs 13,799).  If you don't trust an AI's grading all six raw answer files are attached below, unedited, and the code runs on click. Grade them yourself. See you in the comments. EXAM NOTICE Grok 4.6 moved ... ... Fourier told the world that any closed curve can be decomposed into a chorus of circular motions. Candidates must chain rotating circles tip-to-tail so the outermost point traces a capybara's profile out of thin air

... done. Humans spent millennia evolving this "social protocol for masking latency" I just engineered it. Once it worked, the improvement in conversational naturalness was obvious: waiting became part of the conversation for the first time, instead of awkward dead air. But here's where I'm stuck: beyond "book my flight without making me wait in silence," what else is this actually for? A few directions I've thought of, none of which I'm sure about: Kitchen : fast loop ...

... Built this over six months of nights and weekends: wattpair.com answers "will this battery power station actually run my fridge / CPAP / air conditioner - and for how long." The twist: I have no lab, so the engine only uses manufacturer-published numbers, and when a number doesn't exist it says so instead of guessing. 23 of my 29 station entries have no published usable capacity - those pages print no runtime at all, with the reason. One result that surprised ... ... none of the 29 units can start a typical RV rooftop air

... Product Hunt community! I just open-sourced ARIA under the BSL 1.1 license: a voice-native, air-gapped 3D spatial AI SOC (Security Operations Center) cockpit. Enterprise data sovereignty regulations in regions like the GCC strictly prohibit banks, government entities, and defense contractors from piping internal threat telemetry into cloud-hosted LLM endpoints. On top of that, standard security dashboards are static, text-heavy relics built in the 2010s that overwhelm analysts during live breaches. What makes ARIA different: Zero ... ... Third-Party Dependency: It runs fully local and air

... active, open source (Aug 1) Meituan : LongCat 2.0 (Jul 20) NVIDIA : Nemotron TwoTower (Jul 1) poolside : Laguna S 2.1 (Jul 21) thinkingmachines : Inkling (Jul 17), Inkling Small (Jul 30) Ant Group : Ling-3.0-flash (Jul 23) Kuaishou : KAT-Coder-Air V2.5 / Pro V2.5 (Jul 10) SenseTime : SenseNova U1.5 (Aug 3) That's 17 vendors, 25+ models, in roughly one month. A new model roughly every 36 hours. A year ago, every time a major model dropped especially from OpenAI ...

... after two years of building in silence, hits different. Real-time speech translation that keeps your voice, your tone, your emotion across languages is still a hard problem nobody's fully solved. That's the whole reason VertoX exists. Airing Friday, August ...

... bound to fall behind. I call this the "entry phase." Like you, I successfully navigated this stage. However, the next challenge awaits: conversion. Anyone with experience in e-commerce knows that the 4P strategy is used to boost conversions. Alternatively, one can keep the conversion rate constant (mine, for instance, is a very average 5%)and focus on maximizing impressions. External advertising and social media activities are examples of ways to maximize impressions. I have recently begun testing in this ... ... process, which has enabled rapid video production and simultaneous uploads across multiple platforms. In fact, downloads have grown by over 10%(a remarkable achievement accomplished just one week after I started making videos, acting like a breath of fresh air

... building something myself but I keep coming back to these stories. Some of the best ones I ve found were never big releases. My top 5 (not necessarily in order): BlackBerry (2022) - Lessons of what not to do Air (2023) - Lessons what to do Jobs (2013)/ Steve Jobs (2015) - Obvious Harishchandrachi Factory (2009) - Story about how India's first motion picture got made in 1913 Made in India: A Titan Story (2026) - Team work and Decision Making What would ... ... image of the founder - Tetris. Alexey Pajitnov created the actual game in the Soviet Union and didn't see a cent for years while Mirrorsoft, Atari, and Nintendo fought over who owned the licensing rights. Same "who built it vs

... ghost on payment, quarterly filings built from sticky notes. So I've been building the back office: automatic per-state GPS mileage for IFTA, receipt + expense tracking, invoicing, FMCSA broker lookups before you book a load, route weather with air quality, and a live driver chat. It's free right now while in beta, and every feature so far came from a real driver complaint. Happy to swap notes with anyone building for blue-collar .I think they ...

... breathing in the AI air, we all makers are working on something. So what are you currently building with AI? Would love to see the projects you are working on, whether it's a startup, side project, open-source tool, or just an experiment. Share what you are building and what problem you are trying to solve. Here is mine : Tagshop AI - Turning product photos into UGC-style video ads without the camera, the studio, or the week-long with ...

... compliance and on-prem deployment side of a platform. Specifically interested in connecting with: - Founders shipping AI into regulated industries - Compliance leads dealing with EU AI Act, HIPAA, or local AI regulations - Engineers building on-prem or air-gapped AI deployments If any of that overlaps with what you're doing, drop a comment. Happy to share what I'm seeing in exchange for your perspective. What's the regulated industry AI problem you're spending the most time ...

... binary, drop in your license key, and go. You can also hook up your own backend (qdrant/pgvector/chroma/weaviate), and our team is happy to help with that or point you at the docs. Enterprise is our hybrid and fully air gapped options; this has variable setup time, driven mostly by your security posture, networking, and existing infrastructure. Assuming right internal resources are engaged with our onboarding team, it's typically stood up and validated within one work day. Comment from scritty ... ... binary, drop in your license key, and go. You can also hook up your own backend (qdrant/pgvector/chroma/weaviate), and our team is happy to help with that or point you at the docs. Enterprise is our hybrid and fully air

... main Weather mini app, free to use for everyone. It still works independently on Apple Watch, so you can check the weather from your wrist without actively using the iPhone app. AQI for Everyone Weather mini 3.4 also adds Air Quality Index support for all users. AQI is available in most supported regions, with UK or US AQI formats used automatically when appropriate. It also appears in Morning Brief and Evening Forecast, so air

... tough wrinkles and leaving garments flawlessly smooth. Clinical-Grade UV-C Sanitization: Our visualized UV-C disinfection module destroys 99.9% of bacteria, allergens, and germs at a cellular level while safely neutralizing stubborn odors like smoke or sweat. Precision Air-Circulation & Drying: A high-efficiency internal fan system gently circulates warm air

... collection of specialized ternary AI models designed to classify events, patterns, behaviors, and anomalies directly on the device. The current release includes: Agriculture monitoring Voice commands Motion recognition Gesture detection Sound event classification Machine anomaly detection Air quality analysis Energy monitoring Occupancy estimation Wearable activity tracking Water leak detection Predictive maintenance It comes also with : + ESP32 OS + Universal Installer Check out everything : https://github.com/TilelliLab/at... Thank you for your time ...

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... last 6+ years I've been curating amazing WFH setups in a weekly newsletter called Workspaces (500+ interviews and counting!). I'll start: 2024 14-inch MacBook Pro (personal) 2024 13-inch MacBook Air (work) 2026 Apple Studio Display Keychron K3 Max keyboard Grovemade wool desk mat Grovemade oak shelves Buddy mood lamp Fluence record player Apple Air

... hybrid approach. also curious how they actually run this burn-the-allocation-then-route in production. Comment from fmerian(@fmerian): feels like still vendor locked-in? Comment from fmerian(@fmerian): "The harder question is whether to stay in the VS Code + Copilot orbit at all. I've been spending more time in Claude Code directly, and the context-window approach it takes feels more useful than inline autocomplete for the kind of feature-building work that actually moves a project ... ... interface? Comment from fmerian(@fmerian): curious to have your thoughts about it! see this thread: What's the best AI model for coding? Comment from fmerian(@fmerian): hybrid is leading the way Comment from fmerian(@fmerian): no longer using @VS

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs

... Product Hunt community! I'm Scott, a 20-year Air Force veteran, licensed realtor in Atlanta, and apparently now a app builder too. I've been quietly building WriteMyLyrics.ai on the side an AI lyric generator that actually sounds like real songs, not robotic AI slop. I had no idea Product Hunt even existed until recently, so this whole thing is new territory for me. Launching tonight and would love to connect with other builders here. Happy to be part ...

... exactly when or how many . So I built NovaMind an AI inventory autopilot that tells me: The exact date to place each order (not vague "days left") The exact quantity , respecting supplier MOQs + container CBM Whether to ship sea vsair (with the actual math side-by-side) WhatsApp alerts the moment a SKU goes critical Stockout-aware forecasting (doesn't punish SKUs that ran out) Works for UK + US marketplaces, fully isolated per region. You can paste any ASIN ...

... Workday, etc.) Engineers for hire: if you don't have an AI team, we can be your AI team Where we're deployed today: BFSI clients across 6-country banking operations National healthcare networks (120+ clinics) Manufacturing plants including air-gapped environments We've been building quietly for 18 months. We're ready to talk about it. Happy to answer questions about the product, our deployment approach, or enterprise AI in regulated industries broadly. Try AI Hive: [ link ] Book ...

... fingerprint of your text, and does all of it 100% locally no API calls, no telemetry, no internet required after download. It ships three ways: Web app unzip, open index.html in any browser. Works on a USB stick, an air-gapped machine, or any static server. No Node.js required. CLI standalone executables for Windows, Linux and macOS (~90 MB, no dependencies). Pipe text, pass files, get JSON output for scripting. Windows desktop system tray app with Explorer right-click integration ...

... calendar format, click a day and see what you watched, when you watched it. Export your stats and custom lists as images to share on socials, your list of favourite horror tv shows, the worst tv shows to air or whatever you may think of! You can import all your tv shows tracking from TV Time too so you never have to start from zero, glance at your watch streak and keep it active, gain achievements for different activity ...