AI & Simulations aid in students : "Self-taught" vs "being taught" 🤔

AI & Simulations Aid Students: “Self-Taught” vs “Being Taught”...

Sreeram Venugopal — Founder, Author & Researcher at SciPhyLabs

Incoming IIT Madras BS, Data Science & Applications. Founder, author and researcher at SciPhyLabs — interactive physics for JEE, NEET, AP, SAT and CUET.

sreeramvenugopal.com

AUTHOR - Sreeram Venugopal
Founder, Author & Researcher at Sciphylabs
AI can answer any question. A simulation can show any concept. But understanding still begins with a teacher, and Sciphylabs is built to give teachers both.

It’s midnight. A student types a physics question into an AI chatbot. The answer arrives in seconds, clean and correct.

The next morning, her teacher asks the same question. She can repeat the answer. She cannot explain it.

That raises the question of our time: can students now teach themselves physics, or do they still need to be taught?

The self-taught student 👀

AI has made information instant. Any formula, derivation or solved problem is one prompt away. That is a gift. But an answer is not understanding. A chatbot cannot see confusion on a student’s face, and it cannot tell when a right answer rests on a wrong idea.

The student being taught 👀

A good teacher can. They notice the pause, rephrase the question, and build the idea step by step. But even the best teacher is limited by the board. Chalk cannot move. It cannot show waves interfering, a charge bending a field, or a satellite falling around the Earth.

Students don’t need less teaching. They need teaching they can see.
Where the two meet
That is why we built Sciphylabs. It doesn’t replace the teacher; it equips them.

With Sciphylabs 🚀, a lesson changes shape:

The teacher opens a simulation on the classroom screen.
The class predicts what will happen.
The teacher changes one variable, such as mass, angle or frequency.
Everyone watches the physics respond, and the class explains why.

Predict. Observe. Explain. The teacher stays in charge, and the simulation does what chalk cannot. When the bell rings, students can return to the same simulations at home. Self-taught learning finally has a guide.

What a teacher gets 👀

Interactive simulations across mechanics, thermodynamics, electromagnetism, optics and modern physics
Structured notes and derivations for Classes 11–12, JEE, NEET, SAT and AP Physics
Previous-year problems, each linked to the concept behind it
A clean, distraction-free interface designed for the classroom screen

There’s no lab setup and no lost preparation time. Open it, teach, and show.

Why every school 👀

The research on teaching method is clear. A 2014 analysis of 225 studies in PNAS found that university students in lecture-based STEM courses were 1.5 times more likely to fail than those taught through active learning.

Simulations help too. Researchers behind the University of Colorado’s PhET project found that physics students who learned circuits with a simulated kit outperformed those who used real equipment. That held even when they were later asked to build a real circuit.

Now consider the scale. India alone has 247 million school students and over 10 million teachers, according to the Ministry of Education’s UDISE+ 2025-26 report.

Every one of those teachers deserves a better tool than a blackboard.

AI can answer the question. A teacher with the right tool makes the student understand it.
Built on research
🚀Sciphylabs was founded by Sreeram Venugopal, an Independent systems researcher and Academic Author, Writer & Speaker.

Sreeram Venugopal’s independent study of UDISE+ data found that over 500,000 schools in India can access a digital laboratory an as alternative to lack of Infrastructure funds. That finding shapes what we build.

Sreeram Venugopal is also writing The Academic Physics, a four-volume series that builds physics from first principles. It is the written foundation Sciphylabs grows alongside.

So: self-taught or being taught? 👀
Both, but in the right order.

First, a student is taught to see. Then they are free to explore.

That is the classroom Sciphylabs is building, one school at a time.

Teachers and schools: we’d love to bring Sciphylabs into your classroom. Explore www.sciphylabs.com or write to us at [e-mail].

Companion post:

Can students teach themselves physics with AI, or do they still need to be taught? Our answer: both, in the right order. Here’s why we built Sciphylabs as a teacher’s tool first. 👇
Articles: https://pin.it/4MfPi0xDM 📍

Sources:

📍UDISE+ 2025-26 release, Press Information Bureau
📍UDISE+ 2025-26 report coverage, Free Press Journal
Freeman et al., “Active learning increases student performance in science, engineering, and mathematics,” PNAS 2014
📍Finkelstein et al., “When learning about the real world is better done virtually,” Physical Review ST – Physics Education Research 1, 010103 (2005)FEEL F