AI Professors by Aden
AI Replaces Professors
What it does
For decades, learning has looked the same: PDFs, slides, and passive videos. 😴 It’s time for something new. 🚀 Meet Aden’s AI Training Rooms, where your instructor isn’t human anymore 🤖. Each AI Avatar acts like a digital professor, guiding you through lessons, quizzes, and real-world simulations that actually stick. From Safety Compliance to Jedi training 🧠✨ upload a doc, set milestones, and let AI do the teaching. Try it now and meet your AI professor today!
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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…
AI · 26d ago · cactuscompute.com
Launched alongside, November 2025
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