Your child opens a study app. A long chapter turns into a short summary. You feel relief, and then you wonder: is this help, or is it learning? News this week: a founder with dyslexia built an AI study tool. It raises that same question, and the answer matters.
Parents are asking how to judge the AI study tools their children use. Here are plain answers.
Common questions
Will an AI study tool teach my child to read?
What should I look for in a learning app?
Are summaries and simpler text a kind of cheating?
Should I get my child screened for dyslexia?
A founder with dyslexia built an AI study tool to make schoolwork less overwhelming. Fair aim. The question for parents: does a tool build the skill, or do the work?
What is Leggolo?
Leggolo is a study tool that runs in a web browser. Its founder, Giampiero Errante, lives in Sicily. He told The Optimist, “I’m dyslexic. The inspiration for Leggolo comes from my own experience of studying with dyslexia …” The Optimist ran the story on September 25, 2026. Marsala Live, a Sicilian news site, covered it a day earlier. The app’s sign-in page is in Italian.
The tool makes concept maps, simpler versions of a text, and summaries. It also offers assisted reading, quizzes, and flashcards. It has an AI tutor called “Hey Leggolo.” Marsala Live says it serves students, families, and teachers. It gives extra thought to students who learn differently. Errante asked, “What if learning tools could adapt to the student, instead of always asking the student to adapt to them?”
He is clear about the goal. He said, “The purpose is not simply to produce shorter content. It is to help students find a clear starting point, organize information, and build understanding without feeling overwhelmed.” Neither news story claims the tool teaches reading. Neither reports a study of it. That honesty is worth noticing.
AI-generated material needs review, and students should be encouraged to question it, check it against their sources, and explain ideas in their own words.
Laura Lurns · Learning Success expert
What makes a learning tool teach?
We see two jobs get mixed up when people talk about AI in school. One job makes study easier to start. The other job builds a skill. Both jobs matter. They are not the same job. Doing the first does not mean a tool has done the second.
Named studies point to what the second job needs. Roediger and Karpicke (2006) had students reread a text or take recall tests. A week later, the tested students remembered more. The work of recalling is the part that helped. Cepeda and colleagues (2006) looked at timing. Practice spread over time beat the same practice crammed together. VanLehn (2011) found that tutoring software did better when it helped at each step. Software that only checked the final answer did less. Our view is that feedback worth having tells a child what to do next. Kluger and DeNisi (1996) found that some kinds of feedback lowered performance.
There are open questions here. These studies looked at study methods and tutoring software. Our research files hold no study of AI study tools like Leggolo. Kulik and Fletcher (2016) found a catch. Results looked bigger on a program’s own tests than on standard ones. So read any app’s results with care. Even strong tools work beside a teaching adult, in our view.
Key takeaways
- What happened: A founder with dyslexia built Leggolo, an AI study tool with summaries and quizzes.
- Easier is not learned: Help getting into the work and building the skill are different jobs.
- Ask who does the work: Look for recall, spaced review, and help at each step, not only a score.
What does this mean for your child?
If reading is hard for your child, access tools have a real place. A summary lets a child get to the ideas without the long text first. A concept map lays out how the ideas connect. That is fair help. It is a different job from building reading. Reading grows from teaching and practice, so keep that practice going beside any tool.
Ask one thing of any tool: who is doing the work? Does your child have to recall answers, or only pick them? Does old material come back days later? When your child is stuck, does the tool show the next step? Or does it hand over the answer? Our question is the one we ask of any support. “Is this support building the skill, or replacing the expectation that it gets built?”
Minutes in an app show use. They do not show learning. Watch what your child does without the app. If you are still learning what dyslexia is, start with our dyslexia page. New AI tools will keep coming. The question stays the same, and you get to ask it.
You get to ask hard questions of any tool your child uses. With the right help, your child is able to do the hard part. The problem is the idea that time in an app equals learning. Is reading hard for your child? Our free dyslexia screener asks what you see at home. It is a starting point, not a diagnosis. Take the free dyslexia screener.
See what All Access gives your child
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You describe what you see at home. We turn it into a plan you start this week.
- Answer 5 short questionnaires about what you already notice, 30–45 minutes at your own kitchen table
- Your child sits no test and gets no score: nothing to schedule, nothing for them to dread
- You do the answering, the AI does the writing, and a person reviews it before it reaches you
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Why we use AI, plainly: it writes from a knowledge base our team maintains and audits. We work through it line by line and pull anything the evidence stops supporting. The roadmap you get on Tuesday reflects what we corrected on Monday, and a human still reads it before you do.
Your school district must evaluate your child free of charge if you ask in writing, whatever your income and whatever the outcome (US, 34 CFR 300.111 and 300.301(b)). That route takes time and answers a different question than you do. This one starts today, from what you already know.
Your answers stay yours. We do not sell your personal information, and we do not hand identifiable assessment data to outside AI companies to train their models.
A screener is a starting point, not a diagnosis. If your child might need formal accommodations (an IEP or 504 plan), or you suspect a vision, hearing or medical cause, pursue a professional evaluation too. That is the only route to those supports.
References
- The Optimist (September 25, 2026) — Report on Leggolo and founder Giampiero Errante
- Marsala Live (September 24, 2026) — Report on Leggolo (in Italian)
- Roediger HL, Karpicke JD (2006), Psychological Science — Test-Enhanced Learning: Taking Memory Tests Improves Long-Term Retention
- Cepeda NJ, Pashler H, Vul E, Wixted JT, Rohrer D (2006), Psychological Bulletin — Distributed Practice in Verbal Recall Tasks: A Review and Quantitative Synthesis
- VanLehn K (2011), Educational Psychologist — The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems
- Kulik JA, Fletcher JD (2016), Review of Educational Research — Effectiveness of Intelligent Tutoring Systems: A Meta-Analytic Review
- Kluger AN, DeNisi A (1996), Psychological Bulletin — Meta-analysis of feedback interventions (APA PsycNet record)
