Alpaca — AI-Powered Early Dyslexia Screening for Irish Primary Schools
Ireland
A Trinity College Dublin spin-out's AI tablet game screened over 25,000 pre-literate children across six countries in 2023-24 for dyslexia …
Sweden · Stockholm · See the Sweden profile · See the Stockholm profile
Evidence: Observational / pre–post Top 42% 53/100 · Ask Evidence Copilot about this practice
Lexplore, a Karolinska Institutet spin-off, uses AI eye-tracking to flag dyslexia risk in ~5 minutes, screening ~8,000 children since 2016. A 2026 independent study found a large effect in a small sample and flagged the algorithm's opacity.
Lexplore was spun out of Sweden's Karolinska Institutet in 2016 to commercialise eye-tracking research into an AI-scored reading assessment. A child reads a short passage while a camera tracks eye fixations and regressions; a machine-learning model compares the pattern against a normed reference set to flag dyslexia and reading-difficulty risk in about five minutes, without requiring a specialist to administer it.
The company reports having screened roughly 8,000 children across Sweden and the US and describes its own accuracy as 'an impressive 95%' — a company claim, not independently audited. In May 2026, researchers from the University of Central Florida and the University of Kansas published the first independent peer-reviewed validation in Frontiers in Education: studying 29 elementary students (12 with a reading disability, 17 without) at a single charter school, they found a statistically significant, very large difference in average fixation time between the two groups (t(27)=6.696, p<.001, Cohen's d≈2.64). The same study noted the sample was small and single-school, that 16 additional 'emerging readers' produced no usable eye-tracking data, and criticised the proprietary algorithm for lacking transparency about how it converts eye movements into a risk score.
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Ireland
A Trinity College Dublin spin-out's AI tablet game screened over 25,000 pre-literate children across six countries in 2023-24 for dyslexia …
Greece
University of Thessaly researchers built a deep-learning tool that flags reading difficulty from 7-second recordings of Greek pupils reading aloud, …
South Africa
University of Pretoria and the hearX Foundation's free AI WhatsApp chatbot trains teachers to spot childhood hearing loss; 12,000+ South …
Fiji
A peer-reviewed Fiji Ministry of Education study combined child-functioning survey data with learning-support-needs data in a rule-based algorithm that more …
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