SproutDominic Mazur
Dominic Mazur is the founder of Sprout Lessons.
32 posts · More about the people behind Sprout
AI Tools for Private Tutors in 2026: Judged by the Hour You Cannot Bill
A comparison for tutors sorted by the only test that matters: does it remove an unbilled hour of prep, marking or parent reporting. General assistants, MagicSchool, Diffit, Khanmigo, NotebookLM, the admin platforms (TutorBird, Teachworks, TutorCruncher) and our own Sprout Lessons, with prices checked on 16 September 2026, the catches left in, and a one-paid-tool stack under $20 a month.
16 September 2026 · 10 min read
Does AI Tutoring Actually Work? What Five Studies Found, and What None of Them Show
The honest read of the evidence, 2011 to 2026: human tutoring at 0.79, structured computer tutors at 0.76, a Harvard AI tutor that beat the classroom, a Stanford assistant that lifted the weakest human tutors most, and a Penn trial where an answer-giving chatbot left students 17% worse at the exam. The four design features the working versions share, the three gaps nobody has closed, and a test you can run at home.
16 September 2026 · 11 min read
Gemini for Students: What Actually Changed in August, and What Parents Should Know
On August 10, 2026 Google switched on Gemini in Classroom for K-12 students of every age, on by default wherever a district already had Gemini enabled, with no parent controls. What it does, what it does with your child’s data (not used to train, not read by humans, not visible to you), why the guided mode matters more than the privacy page, and four questions to take to the school.
16 September 2026 · 9 min read
Can You See What Your Child Asks the School AI? Probably Not
Google opened Gemini to all K-12 students in August 2026 and districts had weeks to prepare. The conversations are governed by real settings, retention from 90 days to indefinite and whether your child may delete their own, and every one of them lives in an administrator console with no parent view. Includes the five questions to send your school.
15 September 2026 · 9 min read
Printable Lesson Packs: A Whole Lesson on Paper
Sprout now makes printable lesson packs: two or three teaching sections with worked examples, three to five activities that practice them, and a parent-only answer sheet after a page break. Real A4 print CSS, every task doable with a pencil, and the finished sheet is the dated evidence a portfolio review wants anyway.
21 August 2026 · 8 min read
AI and Learning: What Helps Kids Learn, and What Quietly Replaces the Learning
AI helps learning when it makes the student do the thinking, and harms it when it does the thinking for them. That one test explains the contradictory research: what AI genuinely does well, where it damages learning, how the three kinds of AI tools differ, and five guardrails for parents, teachers and homeschooling families.
25 July 2026 · 9 min read
Homeschool Resources: How to Build a Stack You Actually Use (2026)
A working homeschool needs about seven kinds of resource, most of them free, and the rest is optional. The seven layers of a homeschool resource stack, what belongs in each, five questions to ask before adding anything, and where the money usually leaks.
25 July 2026 · 9 min read
Sprout Lessons vs MagicSchool, Khanmigo, Twinkl and Diffit: An Honest 2026 Comparison
MagicSchool is a teacher AI toolbox, Khanmigo a chat tutor on Khan Academy, Twinkl a resource library, Diffit a levelled-reading generator, and Sprout Lessons an interactive lesson generator for one student. How the five compare on output, curriculum alignment and price, and when to pick each.
19 July 2026 · 9 min read
AI for Homeschooling: A Practical Guide for Families (2026)
How homeschooling families are actually using AI in 2026: planning the week against the curriculum, on-call subject explanations, generating interactive lessons per child around their interests, and automatic records for registration review. Plus what to keep away from AI.
19 July 2026 · 8 min read
AI Tutoring vs a Human Tutor: What AI Does Better, and When to Pay the 80 Dollars
AI tutors now match human tutors on patient explanation, availability and cost, at a fraction of the 70 to 90 dollars an hour. Where AI tutoring genuinely wins, where a human tutor still earns the fee, and the three kinds of AI tutoring compared.
19 July 2026 · 7 min read
Sprout Lessons Now Supports US Classrooms: Common Core and NGSS Alignment (K–12)
Sprout Lessons now grounds lessons in US standards: Common Core Mathematics and English Language Arts plus NGSS Science, Kindergarten to Grade 12. How the alignment works, what the lesson footer records, and what it means if your state does not use Common Core.
16 July 2026 · 6 min read
Sprout Lessons Comes to Canada: Ontario, British Columbia and Alberta Curriculum Support
Sprout Lessons now grounds lessons in three Canadian provincial frameworks: the Ontario Curriculum (Grades 1–12), BC’s K–12 curriculum and Alberta’s K–12 programs of study. What each framework covers, how footers record the alignment, and what Canadian English changes.
16 July 2026 · 6 min read
Claude for Teachers Writes the Plan. Consumable Lessons Are the Other Half
Claude for Teachers is excellent at planning, differentiation thinking and admin, but every conversation ends in a document for the teacher. The case for consumable lessons: single-serve, interactive lessons made for one student, that the student plays and that mark themselves.
16 July 2026 · 7 min read
Using Claude for Teachers? Pair It with Consumable Common Core Lessons
US teachers should take the free year of Claude for Teachers. What it does not produce is the student-facing lesson itself. Now that Sprout supports Common Core and NGSS, here is the two-tool workflow: plan and analyse in Claude, generate consumable per-student lessons in Sprout.
16 July 2026 · 7 min read
Claude for Teachers and Differentiation: One Plan for the Class or One Lesson Per Student?
Assistants like Claude for Teachers describe differentiation brilliantly, but a described version still has to be produced and marked. Why the real bottlenecks are production and marking, and how one consumable, self-marking lesson per student collapses both.
16 July 2026 · 6 min read
What Is Claude for Teachers? What It Includes, Who Can Use It, and the Australian Angle
Anthropic launched Claude for Teachers on 14 July 2026: a free year of premium Claude for verified US K–12 educators, with US state standards and teaching skills built in. What it includes, who is eligible, and what it means if you teach in Australia.
14 July 2026 · 7 min read
Sprout Lessons vs Claude for Teachers: An Honest Comparison
Claude for Teachers gives US K–12 educators a free AI assistant for planning and admin. Sprout Lessons generates interactive, Australian-curriculum-aligned lessons the student plays. Where each genuinely wins, side by side.
14 July 2026 · 8 min read
Inside a Sprout Full-Page Lesson: A Complete Interactive Lesson on One Page
What is actually inside a Sprout full-page lesson: a contents map, worked examples that do the explaining, self-checking practice with fresh numbers, interactive tools where they count, and Australian Curriculum codes in the footer.
13 July 2026 · 7 min read
Learning Resources on Reddit: The Best Communities for Teachers, Parents and Homeschoolers
Searching “learning resources Reddit”? A field guide to the education communities worth reading - sorted for teachers, parents, homeschoolers and students - plus how to read a thread without being misled, and the one caution for Australians.
11 July 2026 · 7 min read
Sprout Lessons vs Chalkie: An Honest Comparison
Sprout Lessons vs Chalkie (chalkie.ai), compared fairly. Chalkie is a fast, global generator of slide decks and worksheets for the teacher; Sprout builds interactive, Australian-Curriculum lessons the student plays, around their interests.
5 July 2026 · 8 min read
Teaching Resources on Reddit: What Teachers Actually Recommend
Searching “teaching resources Reddit”? Here is what the teaching communities on Reddit really recommend for lesson materials - the free official sources, the community shares, the paid libraries worth it, and where an interactive tool like Sprout fits.
5 July 2026 · 7 min read
Resources for New Teachers: A Practical Starter Guide
New to the classroom and building every lesson from scratch? A practical guide to the resources first-year teachers actually need - the free official material, finding your people, a small trusted toolkit, and how to stop reinventing every lesson.
5 July 2026 · 7 min read
Teacher AI Lesson Plan Tools: What Reddit’s Teaching Communities Actually Recommend
Searching “teacher AI lesson plan Reddit”? A straight guide to what the teaching communities on Reddit actually say about AI lesson planning - which tools save real time, which produce filler, and where an interactive generator like Sprout fits.
4 July 2026 · 7 min read
Best AI Learning App for Kids: What Parents on Reddit Actually Say
Searching “best AI learning app for kids Reddit” or “best AI tutor for kids Reddit Australia”? Here is what the parenting and education communities on Reddit really say about AI learning apps and tutors - the pros, the cautions, and where Sprout fits.
4 July 2026 · 7 min read
Introducing Lesson Slides: Interactive Decks Your Student Actually Plays
Meet Lesson Slides - a new Sprout format that turns any topic into a ten-slide interactive deck your student plays through, with self-checking challenges and an XP bar, instead of a page they scroll.
4 July 2026 · 6 min read
Best AI Lesson Plan Generators for Australian Teachers (2026)
An honest guide to the best AI lesson tools for Australian teachers in 2026, sorted by what they actually produce: interactive lesson generators, curriculum-trained planners, and general assistants - plus how to choose.
27 June 2026 · 7 min read
What Is Interest-Based Learning? A Plain-English Guide
A plain-English guide to interest-based learning: what it is, how it works, why it is effective, the benefits, and how to start at home or in the classroom without lowering the standard.
27 June 2026 · 7 min read
Can AI Write Good Lesson Plans? An Honest Look at What Works (and What Doesn't)
AI can draft a lesson in seconds - but is it any good? An honest look at where AI genuinely helps with planning, where human judgement is irreplaceable, and what separates a useful lesson from filler.
19 June 2026 · 7 min read
Interest-Based Learning: How a Child's Passions Unlock Engagement
A student who tunes out of a generic worksheet will lean in when the same concept arrives wrapped in something they love. Here's how to turn interests into engagement.
18 June 2026 · 6 min read
The Science of Relevance: Why Students Remember Lessons Made for Them
Memory is built on connection. When new ideas attach to what a learner already knows and cares about, they stick. A look at why relevance is the quiet engine of retention.
15 June 2026 · 7 min read
Why Interactive Lessons Beat Passive Worksheets for Retention
Reading about a concept and doing something with it are not the same. The case for active, interactive lessons over passive reading - and what changes for students.
6 June 2026 · 7 min read
Motivation and Mastery: How Relevance Drives Deeper Learning
Surface learning answers the question; deep learning understands why. How relevance and autonomy push students from compliance to genuine mastery.
28 May 2026 · 7 min read