ForthWrite – Email AI that learns your voice from every edit you send
Edit-distance feedback loop actually learns from corrections when others don't.

System-wide dictation that learns your writing style from edits, not just prompts.
Professionals, writers, developers who type frequently
Dragon NaturallySpeaking · Otter.ai · Mac Voice Control
We were part of YC S24, ended up pivoting around. Made dictation that worked really well, and decided to go all in on agentic.
We've done two major things. 1. Scribe is a revamp of our product. Continually learns your style (can get into details if comments want). TLDR; we fingerprint based off your edits, and make dictation sound more and more like you. Post-trained Llama 3.1 8b.
2. Dictation is completely free. Unlimited unpersonalized dictation for everyone.
Edit-distance feedback loop actually learns from corrections when others don't.
Local Whisper + fine-tuned Qwen beats cloud STT on privacy, latency, cost.
Offline Whisper on macOS with BYOK means no subscription for voice-to-text.
QuillBot alternative that builds a style profile from your past writing samples.
Floating overlay beats system dictation, but Android already has voice input everywhere.
Local Whisper transcription when Otter and Fireflies upload everything to cloud.