Articles
Analysis, reviews, and guides on EdTech and AI in learning — from Southeast Asia and the Commonwealth.
Review
JomStudy review: genuinely free, genuinely broad — and a real gamification economy underneath
JomStudy covers 20+ KSSM subjects for free, with an in-app AI chatbot and a gamified rewards layer. The core content really is free — but the 'no sneaky fees' pitch doesn't match its own App Store listing.
July 2026 · Malaysia · 7 min read
Review
Tupai review: the rare tool reaching for the frontier — system-native and an actual tutor
Tupai is a Malaysian AI maths tutor built for the exam students sit, in their languages, that teaches through adaptive conversation rather than handing over answers. It fits all four mismatches and reaches for real teaching depth — the catch is it's early, maths-only, and unproven at scale.
July 2026 · Malaysia · 7 min read
Analysis
Does AI Homework Help Actually Hurt Learning? What the Evidence Says — and How to Tell a Crutch From a Tutor
The best controlled study to date found students using unrestricted AI did 17% worse on the real exam — while a guardrailed version that gave hints instead of answers did no harm. The technology isn't the variable. What the tool does with a question is.
July 2026 · Global, Commonwealth, Malaysia · 10 min read
Guide
What we look for in an EdTech venture
The six things that separate a real EdTech venture from a demo: system-native fit, a real wedge, mastery over engagement, the right founder, a path to learners, and honest use of AI. A checklist you can run on your own idea first.
June 2026 · Malaysia, Commonwealth · 8 min read
Explainer
The Four Mismatches Test: a five-minute check before you buy or build EdTech
Four questions — curriculum, language, price, infrastructure — that tell you whether a learning tool is built for your students' system or someone else's. Fail any one and it's product-export, however good the technology.
June 2026 · Malaysia, Commonwealth · 5 min read
Analysis
System-Native EdTech: Why Imported Tools Keep Failing the Commonwealth — and What AI Actually Changes
Western EdTech keeps exporting products into systems they don't fit. AI collapses one of the four mismatches — price — but the tools that win build from the Commonwealth's shared curriculum, not into it.
June 2026 · Malaysia, Commonwealth · 10 min read
Feature
Why subject-matter experts make the best EdTech founders — and the one thing they're missing
The scarce input in EdTech isn't engineering — it's real domain authority. Teachers, curriculum designers, and child-development experts have the thing that can't be faked. Here's what they're missing, and how the gap gets closed.
June 2026 · Malaysia, Commonwealth · 6 min read
Review
Pandai review: what system-native actually looks like — and where it stops
Pandai is built for the exam Malaysian students sit, in their languages, at a price a local family can pay. It fits all four mismatches. Its model is exam practice, not adaptive mastery — which is exactly the honest limit.
June 2026 · Malaysia · 4 min read
Guide
The non-dilutive capital stack for Malaysian EdTech founders
Before you give away equity, Malaysia has a stack of grants, a tax status, cloud credits, and a training levy that can fund 18–24 months to a real product. The stack, the order to do it in, and the traps.
June 2026 · Malaysia, Commonwealth · 9 min read
Comparison
Khanmigo vs Pandai: the best AI tutor and the right one are different tools
Khanmigo is the better-built tutor; Pandai is the better-fitting one. For a Malaysian student that gap decides it. A scored, side-by-side comparison through the Four Mismatches lens.
June 2026 · Malaysia, Commonwealth · 7 min read
Review
Khanmigo review: an excellent AI tutor — and product-export for the Commonwealth
Khan Academy's Khanmigo is one of the best AI tutors built. For a Malaysian or Commonwealth buyer it also fits only one of the four mismatches — price. Our scored review.
June 2026 · Malaysia, Commonwealth · 4 min read
Feature
The Commonwealth EdTech opportunity
Two billion people inherited the same curriculum and the same structural problem — and, until now, the same access fee. AI removed the fee. Why the next decade of education building happens in markets capital has ignored.
June 2026 · Malaysia, Commonwealth · 7 min read
Opinion
Your kid is "doing fine". They don't know any of it.
Why "doing fine", the B+, and the parent's nagging feeling all answer different questions — and what cold recall would have caught.
April 2026 · Malaysia, Commonwealth · 6 min read
Coming soon
What changed in 2024.
The economics of one-on-one teaching collapsed. The price of a year of private tuition is now the price of a streaming subscription.
Why mastery teaching was always the rich kid's secret.
What private tutors and elite schools actually do that ordinary classrooms can't — and why the gap was a price tag, not a mystery.
The forty-year argument school keeps losing.
Researchers, teachers, and school founders have been making the same case since the 1980s. The school calendar has been winning anyway.