THE FEYNMAN TECHNIQUE, AUTOMATED

Prove You Understand It
By Teaching It.

Axiom Flow is a learning-by-teaching assessment tool for higher education. Sam, your AI student, starts every session with a head full of misconceptions. Teach him well enough to correct them, and he sits an exam using only what you taught him. His score becomes your assessment of understanding.

Sam learning
Sam understands
10 misconceptions

Correct me if I'm wrong.

Featured Insight

Why Recall-Based Testing Is Breaking Down

Generative AI has made it trivial to produce a correct-looking answer without understanding it. Universities are responding by shifting toward assessments that can't be faked, ones that require explaining a concept, not just recognizing one.

Watch Video Insight

Want to see a full demonstration of Axiom Flow in action?

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Teach-Back Assessment

You don't truly know it
until you can teach it.

Axiom Flow is a mastery assessment platform that verifies understanding through explanation rather than recall. Unlike AI tutors that present material to students, Axiom Flow flips the direction: the student becomes the teacher, and Sam becomes the test.

THE TRADITIONAL TRAP

Passive Checking

Traditional assessment methods rely on recall and recognition. Rereading notes and answering multiple-choice questions feels productive, but under exam pressure, surface-level recognition collapses. Students recognize terms without holding real understanding.

90% of information forgotten within 48 hours

Recognition fails to verify genuine understanding

Confidence collapses under real exam pressure

THE MASTERY LOOP

Assessment Through Teaching

Axiom Flow runs on two AI agents: Atlas, who builds the exam, and Sam, who learns only from you. Sam starts with a built-in misconception. Your job is to teach clearly enough to correct it. The clearer your explanation, the more Sam's understanding improves, and the higher he scores when tested.

90% long-term retention vs. passive study¹

Exposes exactly where your understanding breaks down

Produces a clear, defensible measure of conceptual mastery

¹ Based on retention research associated with the Feynman Technique and the National Training Laboratories Learning Pyramid model.
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

Assessment Methodology

Checking recognition (Multiple choice, recall)
Content delivery (Prompt and response)
Teaching-based evaluation

Evaluation Focus

Fact recall & rote memorization
Question answering & explanation
Verifying conceptual mastery

Misconception Detection

None (Only flags incorrect answers)
Limited (Often corrects the user immediately)
Dynamic diagnosis of reasoning gaps

Academic Integrity

Susceptible to copy-paste GenAI answers
Delivers direct answers to students
Cheating-resistant interactive dialogue

Actionable Analytics

Basic percentage correctness scores
Raw chat transcripts only
Precise comprehension mapping & LMS integration
From the Pilot

What students said
after using it

From a live pilot with 100+ university students.

Sam used to ask really logical questions when we give partially correct answers which directs us to go find the real accurate descriptions and come back and teach Sam while learning them to the point ourselves.

Student, Pilot Cohort

I love teaching sam and how it surprises me pointing out the things that even i didn't know that i don't know about the topic.

Student, Pilot Cohort

The part where I finish all questions and watch Sam answering his quiz well.

Student, Pilot Cohort

Typing about the topic that clarifies me.

Student, Pilot Cohort

Sam is a beginner like me

Student, Pilot Cohort
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
Moodle Integration

LTI 1.3 LMS Integration

Automatic Gradebook Syncing

Seamless Single Sign-On

Moodle LTI Integration

Works Inside the Moodle Courses You Already Run

Axiom Flow connects to Moodle through LTI 1.3. Instructors launch a teaching-based assessment from inside an existing course, and Sam's exam score syncs straight to the gradebook: no separate login, no extra setup for students.

Academic Integrity & Privacy

Security That Meets University Standards

Institutional data is your most valuable asset. Axiom Flow was built with educational privacy as a first principle, so your course materials and student records stay fully protected.

FERPA Compliant

Strict adherence to student privacy regulations ensures complete security of academic data.

Data Isolation

Logical separation between institutional and student datasets to keep files private.

AES-256 Encryption

Military-grade encryption securing all transmissions and files at rest and in transit.

Zero AI Training

Your uploaded learning materials and assessment sessions are never used to train public models.

FAQ

Frequently Asked
Questions

What is Axiom Flow?

Axiom Flow is a mastery assessment platform built on the Feynman Technique. Instead of testing what you can recall, it measures how well you can teach a concept to an AI student named Sam. Sam starts with no knowledge and builds his understanding entirely from what you teach him. After teaching, Sam takes a structured exam using only that understanding and his score becomes your assessment of how well you actually understand the material.

Is this formative or summative assessment?

Axiom Flow sits between the two. The teaching phase works like formative assessment: Sam asks questions, you adjust your explanation, and gaps surface in real time as you go. But the final exam Sam takes produces a real score that can be recorded as a grade. So the experience feels formative, while the outcome functions as a summative measurement of mastery.

How is this different from a quiz?

A quiz tests recognition and recall. Axiom Flow tests understanding. Answering a quiz means selecting or retrieving information. Teaching Sam means constructing and transferring a complete explanation. Gaps a quiz would never catch become immediately visible when you have to explain something clearly enough for someone else to learn it.

What learning materials does Axiom Flow work with?

Axiom Flow works with PDF lecture notes, pasted academic content, and YouTube video URLs. You provide the material, and Axiom Flow uses it to define the knowledge boundary for the assessment session.