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Why does Willow’s keyboard autocorrect feel different from the iOS keyboard?

If Willow’s keyboard autocorrect feels less accurate or a bit inconsistent, this is normal. iOS gives the Apple keyboard special access and learning abilities that third-party keyboards are not allowed to use.

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Written by Allan Guo
Updated over 3 weeks ago

Why the iOS keyboard feels “smarter”

The default Apple keyboard has advantages that no third-party keyboard is allowed to access. Apple gives their own keyboard:

  • Limited on-device machine learning based on your writing habits

  • Contextual data from the text on your screen

  • Recent typing history for better predictions and corrections

Because of this extra information, the built-in iOS keyboard often feels more accurate, consistent and personalized.


What iOS does not allow third-party keyboards to do

For privacy and security reasons, Apple blocks third-party keyboards (including Willow) from:

  • Learning from your typing over time

  • Accessing contextual text on the screen

  • Having the same personalized autocorrect engine

This means third-party keyboards must use a more basic version of autocorrect that they implement themselves. Willow cannot access the same data that makes Apple’s keyboard feel so accurate. These are Apple’s system restrictions, not a Willow limitation.


Why Willow’s autocorrect feels more basic today

Because we cannot access Apple’s advanced autocorrect engine or your on-screen context, Willow uses:

  • A simpler autocorrect model

  • A more generic dictionary

  • No personalized learning from your past typing

It still works well for most users, but it will not match the precision of Apple’s built-in keyboard yet.


The future of Willow’s keyboard

Improving the experience of our custom voice-first keyboard is one of our top priorities. We are working on:

  • A more advanced autocorrect engine

  • Personalized learning done safely and privately

  • Improvements to make Willow feel closer to the iOS keyboard experience

Our long-term goal is simple: We want Willow’s keyboard to fully replace the Apple keyboard for people who prefer voice-first typing. Better autocorrect is a major part of that.

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