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AI Reconstruction Accuracy

Why the AI sometimes gets it wrong, how to improve accuracy, and when to use Quick Phrases instead.

AphaSay's Speak mode reconstructs the sentence you were trying to say. In peer-reviewed testing, GPT-4o reconstructed about 80% of aphasic utterances correctly — strong, but not perfect. Here's how to get the most out of it.

Why it sometimes misses

  • ·Very few content words — "the" and "and" give the AI little to work with
  • ·An unusual request the app has no context for
  • ·Background noise drowning out the recording
  • ·A topic that isn't in your profile

How to improve accuracy

  1. 1Fill out your profile as completely as you can — names, routine, home.
  2. 2Try to include the key nouns and verbs, even broken ones.
  3. 3Record somewhere quiet and hold the phone a comfortable distance away.
  4. 4Use the "Did you mean…" alternatives — picking one teaches the app your patterns.

When to use Quick Phrases instead

For things you say often — "I need the bathroom," "Please call my daughter," emergencies — a saved Quick Phrase is faster and 100% reliable. Reconstruction is for the open-ended things you can't predict.

Try AphaSay in beta — free

Put this guide into practice. The full app is free for all beta testers.

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