JustOurSpace
A private space to talk, reflect and feel understood.
What it does
JustOurSpace is a private multilingual AI conversation and reflection companion for adults. Speak or write things through, choose how you want it to respond and approve anything it remembers. For everyday reflection and clarity—not therapy or emergency support.
Talk things through privately with JOS, a multilingual AI conversation and reflection companion for everyday situations, clarity, perspective and reflection.
A private space to talk things through, reflect, get some clarity, or simply say what's on your mind. Choose a conversation style, or begin with listening. You can change it without losing the thread. Use voice or text. JOS can listen, reflect, ask one useful question or offer another perspective without making you turn your life into a prompt. JOS Would it help to separate what is urgent from what keeps replaying? Write with no JOS response, or choose to discuss an entry when you want a conversation. Saved JOS conversations return here as chapters you can continue. A completed conversation becomes a Diary chapter only when you authorise saving. Memory is a separate, individual choice.…from justourspace.com
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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.
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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


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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 · 16d ago · simedw.com