Download the ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2027 PDF with its answer key – the official CISCE specimen question paper for the ICSE 2027 board exam. It is a 100-mark, 2-hour paper with 8 questions (plus 15 minutes reading time). The pattern is the same as the 2025 specimen paper. CISCE says about half the marks in the 2027 papers are for higher-order questions (apply, analyse, evaluate, create). The 2025 specimen papers are also here. Students also search for it as the ICSE 10th Robotics and Artificial Intelligence sample paper 2027 or model paper – it is the same official CISCE paper.
ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2027 PDF Download
Open a paper to read it online or download the PDF. The 2027 PDF has the answer key after the questions.
| Year | Paper | Download |
|---|---|---|
| 2027 | ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2027 with Answer Key | View PDF |
| 2025 | ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2025 | View PDF |
ICSE Robotics and Artificial Intelligence Specimen Paper 2027 – Quick Facts
| Board | CISCE (Council for the Indian School Certificate Examinations) |
| Class | Class 10 (ICSE) |
| Subject | Robotics and Artificial Intelligence (code 661) |
| Exam | ICSE 2027 board exam (February–March 2027) |
| Latest specimen paper | 2027 – released by CISCE |
| Marks and time | 100 marks, 2 hours, plus 15 minutes reading time |
| Questions | 8 questions in 3 sections |
| Answer key | Yes – in the same PDF, after the paper |
| Older papers | 2025 |
ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2027 – Read Online
ICSE Class 10 Robotics and Artificial Intelligence Paper Pattern 2027
How the 2027 specimen paper is set (read from the paper itself) – a 100-mark, 2-hour paper with 8 questions:
| Section | Questions | Type | Marks each | Total |
|---|---|---|---|---|
| Section A – Question 1 | 1 (i)–(xx) | MCQs incl. image-based (gear), Python output, Statement I/II, True/False | 1 | 20 |
| Section A – Question 2 | 2 (i)–(x) | Short answers (state/differentiate/justify, gear-ratio numerical) | 2 | 20 |
| Section B | 3–8 | Each question: two 3-mark scenario/short-answer parts + one 9-mark part (Python program in Q3, Q4, Q8; labelled diagram in Q5; case-based in Q6, Q7) | 15 | 60 |
| Total | 8 | 100 |
Choice: Attempt all of Section A (Questions 1 and 2) and any four of the six questions in Section B; no choice within questions.
- You will not be allowed to write during the first 15 minutes (reading time).
- Section A MCQs: do not copy the question, write the correct answers only.
- Section B programs must be written in a Python environment or any program environment with Python as the base.
- Q5(iii) requires a neat, labelled diagram (sensors, controller, actuators).
Chapter-wise Marks in the Robotics and Artificial Intelligence Specimen Paper 2027
Marks for each chapter or unit (counted question by question from the 2027 paper):
| Chapter / unit | Questions | Marks |
|---|---|---|
| Robotic systems and their applications (new-age robots, smart home, agriculture, robot vs machine) | Q1 (ii), (iii), (iv), (vi), (ix), (xvii); Q2 (i), (ii) | 10 |
| AI, Machine Learning and machine decision-making (rule-based AI, ML steps, Turing Test, AI vs ML) | Q1 (x), (xi), (xiv), (xix); Q2 (v), (viii), (ix) | 10 |
| Mechanisms – gears, joints, RR mechanism, gear ratio | Q1 (i), (viii), (xviii); Q2 (iv), (vii) | 7 |
| Sensors, controllers and actuators | Q1 (v), (xx); Q2 (iii), (vi) | 6 |
| AI Project Framework – problem scoping, 4 Ws | Q1 (xii), (xiii); Q2 (x) | 4 |
| Python programming (output questions) | Q1 (xv), (xvi) | 2 |
| Tinkercad (design and simulation) | Q1 (vii) | 1 |
| Section B – any 4 of: Q3 autonomous bus / AI waste sorting / Matplotlib bar graph; Q4 gears in robotic arm / phishing (cybersecurity) / Python string program; Q5 delivery-robot decisions / ML accuracy / labelled sensor-controller-actuator diagram; Q6 machine intelligence vs programs / data preparation / Tinkercad waste-segregation case; Q7 bakery robot / robots in manufacturing / hospital robot with ML & cybersecurity; Q8 robotics & AI in agriculture / supermarket AI system / Python tuple–list program | Any 4 of Q3–Q8 | 60 |
What Is New in the Robotics and Artificial Intelligence Specimen Paper 2027?
Compared with the 2025 specimen paper:
- No change in pattern – like the 2025 specimen, the 2027 paper is 100 marks, 2 hours: Section A Q1 (20 one-mark MCQs) + Q2 (ten 2-mark questions), Section B six 15-mark questions (3 + 3 + 9), any four.
- The 2027 paper tags every question with a competency level (Recall / Understanding / Application) – the 2025 specimen had no tags.
- A draft marking scheme (answers, value points, model code) is added after the 2027 paper; the 2025 specimen had no answer key.
- Fewer programs: in 2025 the 9-mark part of all six Section B questions was a Python program; in 2027 only Q3, Q4 and Q8 are programs, while Q5(iii) is a labelled-diagram question and Q6(iii), Q7(iii) are case-based (Tinkercad waste segregation, hospital robot).
- More scenario/case-based items in 2027 (autonomous bus, waste-sorting AI, phishing email, delivery robot, bakery robot, supermarket AI); Q2 in 2027 has a gear-ratio numerical and no Python-output questions, whereas 2025 Q2 had three Python output questions (list, NumPy array, string slicing).
Questions from the Robotics and Artificial Intelligence Specimen Paper 2027
Two questions from the 2027 paper, to show the level:
- Section A – Question 2, 2 marks: The number of teeth on the driven gear is 30 and on the driving gear is 15. Find the gear ratio.
- Section B – Question 8, 9 marks: Write a Python program to create a tuple (50,60,70,80,90), convert it to a list, sort it in descending order, remove 80 and print the list, sort it in ascending order, convert it back to a tuple and print the final tuple.
ICSE Robotics and Artificial Intelligence Specimen Paper 2027 Answer Key
A ‘Draft Marking Scheme’ with the correct option for all 20 MCQs, indicative value points with mark splits for Q2 and Section B (any-two/any-three lists), and model Python code for the program questions. Solve the paper first with a timer, then check your answers against the key.
How to Score Well – Tips from the 2027 Paper
- Section A is 40 compulsory marks with 16 marks of Recall – learn exact terms: gear types, prismatic/revolute joints, sensor types, the 4 Ws, first stage of the AI Project Framework.
- Practise the gear-ratio formula (teeth on driven gear ÷ teeth on driving gear; 30/15 = 2:1) and how ratio changes torque vs speed – it appears in both Section A and Section B.
- If you choose Q3, Q4 or Q8, the 9-mark Python program follows numbered steps – write one line of code per step (Matplotlib bar/xlabel/ylabel/title/show; string slicing, upper(), endswith(), replace(); tuple↔list, sort(reverse=True), remove()).
- For 3-mark scenario parts the scheme accepts any one/two/three valid points – give exactly the number asked, each tied to the scenario.
- Q5(iii) needs a labelled block diagram Sensor → Controller → Actuator with three roles for each – practise drawing it.
- Solve the 2027 paper in one sitting – 2 hours plus 15 minutes reading time, like the exam, then check it with the answer key, and solve the 2025 paper a few days later.
More Class 10 Robotics and Artificial Intelligence Papers and Study Material
Practise past papers, or plan your revision with the syllabus for ICSE Class 10 Robotics and Artificial Intelligence:
ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2027 – FAQs
Is the ICSE Class 10 Robotics and Artificial Intelligence Specimen Paper 2027 out?
Yes. CISCE has released the ICSE Class 10 Robotics and Artificial Intelligence specimen paper 2027 with its answer key – it is in the table on this page, free.
Is the ICSE Robotics and Artificial Intelligence specimen paper 2027 available with answers?
Yes. CISCE published an answer key with the 2027 specimen paper; it is at the end of the same PDF. Download it from the table above or read it online on this page.
Has the ICSE Class 10 Robotics and Artificial Intelligence paper pattern changed for 2027?
No – like the 2025 specimen, the 2027 paper is 100 marks, 2 hours: Section A Q1 (20 one-mark MCQs) + Q2 (ten 2-mark questions), Section B six 15-mark questions (3 + 3 + 9), any four.
How many marks is the ICSE Class 10 Robotics and Artificial Intelligence paper?
The 2027 specimen paper is a 100-mark, 2-hour paper with 8 questions, plus 15 minutes reading time.
Which chapters carry the most marks in the Robotics and Artificial Intelligence specimen paper?
In the 2027 paper: Section B – any 4 of: Q3 autonomous bus / AI waste sorting / Matplotlib bar graph; Q4 gears in robotic arm / phishing (cybersecurity) / Python string program; Q5 delivery-robot decisions / ML accuracy / labelled sensor-controller-actuator diagram; Q6 machine intelligence vs programs / data preparation / Tinkercad waste-segregation case; Q7 bakery robot / robots in manufacturing / hospital robot with ML & cybersecurity; Q8 robotics & AI in agriculture / supermarket AI system / Python tuple–list program (60 marks), Robotic systems and their applications (new-age robots, smart home, agriculture, robot vs machine) (10 marks), AI, Machine Learning and machine decision-making (rule-based AI, ML steps, Turing Test, AI vs ML) (10 marks).
Is the ICSE 10th Robotics and Artificial Intelligence sample paper the same as the specimen paper?
Yes. CISCE calls it the specimen question paper; students also search for it as the ICSE 10th Robotics and Artificial Intelligence sample paper or model paper – it is the same official paper on this page.
Will the exam paper be the same as the specimen paper?
No – the questions will be different, but the paper follows the same format: the same sections, marks and question types. CISCE says individual questions can vary.