Sevoria
A direct, private AI assistant for writing, study & code
What it does
Sevoria is a direct AI assistant for writing, study, decisions, and code. Try it instantly in guest mode, then sign in for saved chats, model choices, and visible memory controls. Its Trust Center publishes model hosting, subprocessors, data flow, and limitations.
Chat with Sevoria AI, a private assistant for writing, study, decisions, and code. Try it free in guest mode without an account.
AI can make mistakes, verify important info. Never share passwords, card numbers, or private keys. Pro and Max run on frontier models, dramatically sharper for the hard, important work. Guest chats are temporary. Sign in to save history, memory, credits, and full model access. This can't be undone, so please enter your password to continue. You'll keep everything you've paid for until the end of the current period, then move to the free plan automatically. No further charges. Email notifications aren't live yet, your preferences are saved for when they ship. Sevoria doesn't run on a monthly credit bucket that empties and refills on your billing date. Instead usage is two rolling windows…from sevoria.co
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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
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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…
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Launched alongside, August 2026
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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