THE FEYNMAN TECHNIQUE, AUTOMATED

Find Out What You Don't Know.
Before Your Exam Does.

Upload your notes. Teach Sam. He'll ask the questions your exam will, and show you exactly where your explanation falls apart.

Sam learning
Sam understands
10 misconceptions

Correct me if I'm wrong.

Featured Insight

See Axiom Flow in Action

Watch how a student teaches Sam, diagnoses misconception gaps in real time, and demonstrates authentic mastery on course materials.

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Richard Feynman
If you cannot explain something in simple terms, you don't understand it. The best way to learn is to teach.
Richard Feynman

Nobel Laureate in Physics

Comparing Methodologies

Beyond the
Multiple-Choice Trap

A side-by-side look at how Axiom Flow measures real understanding compared to quizzes and AI chatbots.

Traditional Quizzes & MCQs
AI Tutors & Chatbots
Axiom Flow

What is measured

Submitted output (Fact recall & answers)
AI-assisted responses (Prompt & reply)
Demonstrated understanding

AI usage

Easily hidden in homework
Encouraged for answers
Allowed during learning

Student's role

Produce an answer
Ask for an answer
Explain the concept

Assessment focus

Output & recognition (Multiple choice)
Response delivery
Knowledge transfer via teaching

Understanding-first assessment

Susceptible to unverified GenAI text
Delivers direct solutions to students
Precise comprehension mapping & gap reports
Case Study

100 students at the University of Peradeniya put Sam to the test.

86.5%

Did teaching Sam help you understand the topic better than studying alone?

Answered 'Yes'.

88.4%

How does Axiom Flow compare to a regular quiz or assignment?

Answered 'Better' or 'Much better'.

61.5%

Did the final score feel like a fair reflection of how well you understood the topic?

Answered 'Yes' (with another 30.8% answering 'Not sure').

Adaptive Framework

Works For Any Subject
You Can Explain

Biology, law, economics, or anything else: Axiom Flow builds a subject-specific version of Sam for your material, complete with realistic misconceptions for that field.

PRE-MED & SCIENCE

Biology

Sam confuses mitosis with meiosis. Can you diagnose his conceptual gap?

Spot specific misconceptions

Assess cellular processes

Verify foundational understanding

HUMANITIES & LAW

Law

Sam misapplies a binding precedent. Correct his legal reasoning.

Evaluate precedent application

Analyze argumentation logic

Verify analytical reasoning

BUSINESS & ECONOMICS

Economics

Sam gets the supply curve backwards. Spot the flaw in his market logic.

Detect structural reasoning errors

Assess mathematical logic

Verify market forces intuition

Universally Adaptable Across 100+ Disciplines

🩺Clinical Medicine
💻Computer Science
🚀Aerospace Engineering
📐Mathematics & Statistics
🧪Organic Chemistry
📈Finance & Accounting
⚙️Mechanical Engineering
WHY AXIOM FLOW

The science behind
teaching to learn

Teaching produces deeper learning than studying alone. Sam, your AI teachable agent, is built to trigger that effect.

EMPIRICAL LEARNING SCIENCE

Two key findings from decades of cognitive research.

Teachable agents work.

Students who taught a digital agent learned faster and reached deeper mastery than students who studied alone.

Citation: Chase et al., 2009

Teaching beats expecting to teach.

A 28-study meta-analysis showed that actively explaining material outperforms simply preparing to teach.

Citation: Kobayashi, 2019
THE LEARNING MECHANISM

How student teaching drives learning

Sam turns assessment into active explanation instead of passive recognition.

Sam (AI Teachable Agent)
Example interaction

“Wait, so photosystem II actually reacts before photosystem I in electron transport?”

1

Organize your knowledge

2

Formulate next explanations

3

Diagnose & correct misconceptions

Validated in live pilots with 100+ university students
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