
ARIA — AI that acts, not just chats
One AI. Three worlds. Built to act in real life
What it does
ARIA goes beyond conversation: it is designed to act in real-world situations. One ecosystem, three dedicated experiences: ARIA Facility makes technology more accessible for seniors and people with disabilities; ARIA Kids supports learning and education; ARIA Industrial assists professionals, teams and organizations. Different users, different interfaces and needs — powered by one vision: turn AI from something you talk to into something that genuinely helps you get things done.
Aria agit sur votre PC, aide vos enfants, pilote votre entreprise. Trois produits IA. Une seule mission.
Tout le monde en difficulté devrait être aidé, pas seulement les grands pays. Aria s'adapte à qui vous êtes et à ce dont vous avez besoin. Aria voit votre écran, comprend ce que vous demandez, et agit à votre place. Vous parlez — elle ouvre, clique, répond, protège. Simple à installer en 4 étapes guidées, aucune compétence technique requise. Du CP au BTS — devoirs, cours, langues et vie réelle. Méthode Socrate : jamais la réponse directe. Contrôle parental total inclus. Compta, RH, Achats, Service client, Logistique — un seul outil IA pour toute votre équipe. Chaque décision au bonfrom forgedis.fr
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com
Astute▲585Automate your B2B brand going viral, with new media creators
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 26d ago · cactuscompute.com


Launched alongside, August 2026
the whole month →- TL
Life & fun · 10d ago · louisabraham.github.io


- SA
Hello HN! I found that picking out plausible but diverse skin tones for my digital art and game development projects was kind of difficult, and I got curious about if there was a way to define a color space that made it easy. I've built a color picker and procedural generation algorithm based on the space as well as a bunch of other fun js features and demos throughout the page that use the equations. If you find it interesting, I have lots of explanations of how I built it and what properties the space has. The methodology might be a bit shaky, but hopefully the result is as helpful for…
Life & fun · Aug 2026 · toneyalexander.github.io


I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com