Lumina Read
Visual summary of any technical book in seconds
What it does
Experience books in a new way with AI-generated visual summaries, interactive charts, and deep dive study plans.
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- BABookWatch – Animated book summaries for visual learners2025 · bookwatch.com · ▲37
Hey HN! I’m Miran Antamian, founder and CEO of BookWatch, and I’m thrilled to introduce BookWatch.com. The first AI-powered Visual Library for learners who hate reading but love growing. After 1.5 years of building, 65,000+ mobile app users, and countless animated summaries, we’re launching our New Web App to make learning even more effortless. The Problem: Visual Learners Can’t Learn from Books in Text or Audio Formats Did you know that 65% of people identify as visual learners? Yet most book knowledge remains trapped in text format. Many of us want the wisdom of great books but struggle…
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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 · 18d 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…
AI · 27d ago · cactuscompute.com
Launched alongside, March 2026
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Switch from ChatGPT to Claude with import memory feature
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