Netram
AI runs your inbox. You handle the exceptions.
What it does
What if you didn’t have to manage your inbox at all? Netram is an AI-operated email system that reads incoming emails, handles routine conversations automatically, and surfaces only the messages that require human judgment. Instead of managing email threads, you supervise outcomes. Demo: https://netram.app/demo
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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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Launched alongside, March 2026
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