Glite Tech Blog

The Future of Learning

In an era where knowledge is expanding exponentially and traditional education systems struggle to keep pace, AI offers transformative solutions. The recent AI-Powered Education Meetup in London explored how machine learning, particularly Knowledge Tracing (KT), can revolutionise personalised learning.

Faster and Safer Testing for AI Tutors

Imagine building the perfect virtual teacher - a virtual tutor that knows how to teach any student. But how do you test it? How do you compare teaching strategies A vs. B? Randomized controlled trials (RCTs) are the gold standard, sure. But they're like waiting for a glacier to melt...

ERCT: A Simple Standard for Making Sense of Educational RCTs

I was very happy to find so many papers on education that used Randomised/Randomised Control Trials. But after the first 20 papers, I stopped being happy and started to feel tired. Many papers contained logical black holes, compromising their conclusions. I kept seeing the same problems, so I built a...

The 2 Sigma Problem and the AI Tutor Dream

The AI tutor dream is somewhat built on a 1984 study, “The 2 Sigma Problem.” 5,000+ citations! It’s based on a Randomised Control Trial (RCT) and must be legit. Right? Well, it’s actually not.

A Game-changing Tutoring Strategy

In the realm of artificial intelligence, there's a fascinating parallel that many might overlook: great one-on-one tutoring is less like traditional classroom teaching and more akin to engaging in a high-stakes strategy game.

Education as Medicine

The current state of education as a science reminds me where the medicine was slightly less than a hundred years ago. On a verge of converting from guesswork to a proper science. But for now many educational practices are still rooted in tradition and intuition rather than evidence.