Marginalia
AI that reads your vendor contracts so you don't have to
What it does
Marginalia catches the contract clauses that quietly cost ops teams the most: auto-renewal traps, liability caps, indemnification, IP assignment - and flags them in plain English with a redline you can accept, edit, or reject. Built for the 10-150 person companies signing vendor paper every week with no in-house counsel. $99/month for 10 contracts, free preview with no account required.
Upload a vendor contract. Get every dangerous clause flagged in plain English, with a rewrite you can just accept. Free preview, no account needed.
Does the same job
all alternatives →- CFCrowdsourced freelance contract template, written in plain language2019 · web.archive.org · ▲299
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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.
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