LearnPF – AI Built for Learning from Failure
What happens when a scientist and
an expert in AI in education want to
improve math learning?
→You get LearnPF!
We are an AI Education tool that drives results by using our AI model that is based on the science of learning – from failure.
At LearnPF, we do things differently. We’ve built a powerful AI system that guides students through the process of learning — not just handing them solutions, but helping them think, explore, and truly master mathematics.
What makes AI in LearnPF different?
Productive Failure
At LearnPF, we believe that education transformation starts with a better pedagogical framework. This makes a huge difference in outcome. Most AI models are designed to provide answers directly and immediately. Our AI model plans for long-term learning, not just quick fixes. In other words we aren’t a homework fixer!
- Our AI uses the Productive Failure Pedagogy - by guiding the trying, failing and learning process
- 3x learning outcomes - validated scientifically with 20 years of scientific research.
- Builds resilience and creativity.
- AI guided mastery that is personalised.
Others
- Default direct instruction or generic (eg Socratic), mostly via one-size fits all prompts.
- Claims are often unsubstantiated. Effects are often unreliable.
- Benefits are primarily practice and often short term memory.
- Most attempt to provide one part of the learning journey. For e.g. test prep, video instruction and MCQs.
No two learners are the same. However, understanding where the learner is at any point – “Learner State” – is often superficial via top down design. That’s why our model combines the guidance of AI language models with the precision of machine learning to create the true Learner State so as to adapt to every learner.
- Creates a bottom-up picture of learning, not a rigid one-size-fits-all path.
- Adapts in real time to each student’s learning journey.
- Tracks thousands of learning signals (like persistence, revision and progress)
Others
- Top down generic model. Often prescribed by experts and are one-dimensional and static.
- Broad personalisation that does not meet the student’s need.
- No learner model = no personalisation.
Why Parents,
Students, and Schools
choose LearnPF
For Students
A tutor that adapts to you — helping you understand deeply, not just memorize.
For Parents
Confidence that your child is learning the right way — with skills that stick.
For Schools
Scalable, data-driven insights that transform outcomes across classrooms.
LearnPF isn’t just another “AI in education.”
It’s AI designed for learning — combining powerful AI models with deep learning science to help every student reach their full potential.