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AI tool helps people understand autistic communication — Level B1 — the word neuro university spelled with scrabble tiles

AI tool helps people understand autistic communicationCEFR B1

30 Dec 2025

Adapted from Tufts University, Futurity CC BY 4.0

Photo by Peter Burdon, Unsplash

Level B1 – Intermediate
3 min
149 words

A team at Tufts University developed NeuroBridge to teach non-autistic people how autistic communication can differ. Autistic people often rely less on body language and may interpret sarcasm or figurative phrases literally, so they may prefer direct, clear language.

NeuroBridge uses large language models to create conversational scenarios and offers three response options at key moments. The options have similar meaning but differ in tone, clarity or phrasing. In one example, two options invite a yes/no answer while the third clearly asks for advice.

The researchers, including PhD candidate Rukhshan Haroon and associate professor Fahad Dogar, said the tool is not an on-demand translator. They worked with a board of autistic volunteers and tested the system with participants, who reported that feedback made it easier to see how parts of a conversation could be received differently. The team plans to explore campus support and further evaluation.

Difficult words

  • autistica person with a neurodevelopmental condition affecting communication
  • body languagenonverbal signals such as gestures and posture
  • sarcasmsaying the opposite of what is meant
  • figurativelanguage that uses non-literal meanings
  • literallyin the exact, usual or actual meaning
  • large language modela computer system that generates human-like text
    large language models
  • feedbackinformation given about performance or actions
  • tonethe speaker's attitude or style of speaking

Tip: hover, focus or tap highlighted words in the article to see quick definitions while you read or listen.

Discussion questions

  • How might NeuroBridge help students and staff on a university campus?
  • Have you ever misunderstood someone's meaning because of tone or phrasing? What happened?
  • Do you prefer direct or indirect language when someone asks for help? Why?

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