NCERT has released an introductory AI module for Class 9-12 students that teaches computational thinking, how AI works, where it goes wrong and how to use it responsibly. NCERT announced it on 23 October 2026. It is written for beginners, so you don’t need a computer science background or an AI elective to follow it (Careers360).
Key Facts
- NCERT announced the module on 23 October 2026, in a press release and a post on X.
- It is for students in Classes 9 to 12 and needs no prior knowledge of AI.
- Its full title is “An Introductory Module on Computational Thinking and Artificial Intelligence for the Secondary Stage (Grades 9 to 12)”, First Edition, October 2026.
- Published guides to the module describe a suggested plan of 20 class hours across five units.
- Topics include how machines learn, AI errors, data privacy, misinformation, fairness and prompting.
- The activities can be done with or without digital devices.
- The PDF is listed at ncert.nic.in. It is a large file, so download it on Wi-Fi.
What Is the NCERT AI Module?
The NCERT AI module is a short, activity-based introduction to computational thinking and artificial intelligence for secondary students. It was developed under the Ministry of Education and is aligned with NEP 2020 and the National Curriculum Framework for School Education 2023 (The Logical Indian).
Computational thinking sounds technical, but it is a way of solving problems. You break a problem into parts, spot patterns and work out the steps to a solution. The module uses this as the base for understanding AI, because AI systems follow a similar process at a much larger scale.
NCERT’s own description is modest. It says the aim is to help students become “informed, confident, and responsible users of technology,” and that “human judgement, creativity, and ethical responsibility remain central to learning” (The Logical Indian). The goal is not to make every student an AI engineer. It is to make sure students understand a tool many of them already use for homework.
What the Five Units Cover
Two independent guides to the module list five units in a suggested 20-hour plan (PiyushAI, Inventant Education). Check the exact hours against the official PDF, because a school can adjust the pacing.
Unit 1: AI Is Already in Your Life
This unit starts with familiar examples: recommendation feeds, voice assistants, photo filters and maps. The point is to notice how often AI is already making small decisions for you.
Unit 2: How Machines Learn from Examples
This unit explains, without heavy maths, that AI systems learn patterns from data. If the examples are limited or skewed, the output will be too.
Unit 3: When AI Gets It Wrong
For students, this may be the most useful unit. It covers AI mistakes, including confident but false answers, often called “hallucinations.” According to the guides, it includes a “Hallucination Hunt” activity and a checklist for verifying what AI tells you.
Unit 4: Your Data, Your Rights, Your Responsibility
This unit covers data privacy and digital safety. One listed activity is a “Privacy Policy Dissection”, where you read what an app actually says it does with your information.
Unit 5: Working with Modern AI Tools
The last unit covers prompting and what the module calls the “helper stance”: using AI as an assistant while you stay the one doing the thinking. Students build a prompt library with notes on what worked. One guide says teachers can decide whether and how to run this unit.
How Students Are Assessed: The Curious Notebook
The module uses a running portfolio called the Curious Notebook instead of a memorisation test. Students record observations, experiments, revisions and reflections as they go (Inventant Education).
The guides list entries such as an AI Diary, a “Train-and-Break” log, the verification checklist, the privacy policy notes and the prompt library. The 20-hour plan ends with a session where students present work from their notebooks.
This matters because the notebook rewards honest working. A messy page showing how you checked an AI answer and found it wrong is the skill being taught.
What This Means for CBSE and Other Students
For CBSE students, the module extends work that started lower down. In April 2026 CBSE launched a computational thinking and AI curriculum for Classes 3 to 8 for the 2026-27 session (The Logical Indian). The Ministry of Education had earlier said AI and computational thinking would be introduced from Class 3, starting in 2026-27 (Careers360).
One report says CBSE has earmarked the module for school-based internal assessment in 2026-27 and made it compulsory for Class 9 (Press News Agency). That comes from a single secondary source citing an April circular, so confirm it with your school or on cbse.gov.in. Grading, timetabling and whether state boards will adopt the module have not been confirmed in the sources reviewed.
The module is separate from CBSE’s existing Artificial Intelligence skill subject. Students who want to go further can still take that elective where their school offers it.
How to Use the NCERT AI Module on Your Own
You can use the NCERT AI module without waiting for your school to timetable it. A simple plan:
- Download it once. Get the PDF from ncert.nic.in and avoid copies on random sites, which may be outdated or bundled with ads.
- Do one unit a week. Five units over five weeks, at about 30 minutes a day, fits the suggested 20 hours.
- Start your own Curious Notebook. A plain notebook or a single document works. Write down every AI answer you checked, and whether it held up.
- Run Unit 3’s checks on your homework help. Next time a chatbot explains a physics derivation or a history date, check it against your NCERT textbook before you trust it.
- Read one privacy policy. Pick the AI app you use most and find what it says about storing your chats.
Think of a Class 10 student who uses a chatbot to summarise a chapter the night before a test. Unit 3 gives that student a habit, checking the summary against the book, that protects marks as well as learning.
Is It Free?
Yes. NCERT publishes its materials on its official website, and the module is listed there as a PDF. The activities are designed to work in schools with few or no devices, so a shortage of laptops shouldn’t stop a class from using it (PW).
Frequently Asked Questions
Q. Is the NCERT AI module compulsory for Class 9-12?
Ans. NCERT’s announcement describes it as an introductory module and does not set exam rules. One report says CBSE made it compulsory for Class 9 under internal assessment, so ask your teacher to confirm what applies in your school.
Q. Do I need to know coding to use the NCERT AI module?
Ans. No. The module is written for beginners with no prior AI or technical knowledge, and many activities work without a computer.
Q. Where can I download the NCERT AI and computational thinking module?
Ans. The PDF is listed on NCERT’s official website at ncert.nic.in/pdf/An_Introductory_Module_AI_CT_UN514.pdf. Download it from there and not from third-party sites.
Q. How long does the module take to finish?
Ans. Published guides describe a suggested plan of 20 class hours across five units. At 30 minutes a day, that is about five to six weeks.
Q. Is this the same as the CBSE AI subject?
Ans. No. This is a short introductory module for all secondary students. CBSE’s AI subject is a separate elective with its own syllabus and exams.
Next Steps
Download the NCERT AI module from ncert.nic.in, start a Curious Notebook this week, and ask your school how it plans to use the module. NCERT and CBSE may issue more guidance on teaching and assessment for Classes 9-12, so check back here for updates.