Mathematical Foundations of Generative AI papers, exam by exam
Worked out from 9 Mathematical Foundations of Generative AI papers of the IIT Madras BS degree, 2025–2026 — Quiz 1, Quiz 2 and End Term — and their 166 questions: how long each exam is, how many marks it carries, which kinds of question it asks and how often a wrong answer costs marks. Every paper is on Mathematical Foundations of Generative AI PYQs, with its answer key and as a timed mock test.
| Feature | Mathematical Foundations of Generative AI papers at a glance |
|---|---|
| Papers | 9 |
| Questions | 166 |
| Exams | 3 |
| Years | 2025–2026 |
| Negative marking | None in these papers |
A typical Mathematical Foundations of Generative AI paper, by exam
| Exam | Papers | Questions | Marks | Time | Question types |
|---|---|---|---|---|---|
| Mathematical Foundations of Generative AI Quiz 1 | 2 | 20 | 50 | 120 min | 78% MCQ, 18% numerical, 5% MSQ |
| Mathematical Foundations of Generative AI Quiz 2 | 3 | 17 | 50 | 120 min | 45% MCQ, 39% numerical, 16% MSQ |
| Mathematical Foundations of Generative AI End Term | 4 | 21 | 75 | 180 min | 71% MCQ, 16% numerical, 13% MSQ |
The middle value of each exam’s papers; a sitting can differ by a question or two.
Question types in Mathematical Foundations of Generative AI
| Question type | Questions | Share |
|---|---|---|
| Single choice (MCQ) | 108 | 65% |
| Multiple choice (MSQ) | 20 | 12% |
| Numerical answer | 38 | 23% |
Most Mathematical Foundations of Generative AI questions carry 2, 3 or 5 marks. None carries negative marks in its paper.
What each Mathematical Foundations of Generative AI exam covers
| Exam | What it covers |
|---|---|
| Quiz 1 | Quiz 1 is held at the end of week 4 of the term and covers the content of weeks 1–4. |
| Quiz 2 | Quiz 2 is held at the end of week 8 and covers the content of weeks 1–8, with the weight on weeks 5–8. |
| End Term | The End Term exam covers the whole course, all twelve weeks, in 1.5 hours per course. |
How to practise Mathematical Foundations of Generative AI
- Start with the newest papers of the exam you are sitting: every Mathematical Foundations of Generative AI paper, by exam and year.
- Open a paper in learning mode to see each answer and its explanation as you go.
- A few days before the exam, take one as a timed mock test: it is marked the moment you submit, with the paper’s own marks and negative marks.
- Check your answers against the answer keys, then review the questions you got wrong.
Latest Mathematical Foundations of Generative AI papers
Frequently asked questions
How many questions are in the IITM BS Mathematical Foundations of Generative AI Quiz 1?
A typical Mathematical Foundations of Generative AI Quiz 1 has 20 questions for 50 marks in 120 minutes, going by its 2 papers here. See every Mathematical Foundations of Generative AI Quiz 1 paper.
How many questions are in the IITM BS Mathematical Foundations of Generative AI Quiz 2?
A typical Mathematical Foundations of Generative AI Quiz 2 has 17 questions for 50 marks in 120 minutes, going by its 3 papers here. See every Mathematical Foundations of Generative AI Quiz 2 paper.
How many questions are in the IITM BS Mathematical Foundations of Generative AI End Term?
A typical Mathematical Foundations of Generative AI End Term has 21 questions for 75 marks in 180 minutes, going by its 4 papers here. See every Mathematical Foundations of Generative AI End Term paper.
Is there negative marking in IITM BS Mathematical Foundations of Generative AI?
None of the 166 Mathematical Foundations of Generative AI questions here carries negative marks in its paper, so an unanswered question and a wrong one both score zero.
What types of questions come in IITM BS Mathematical Foundations of Generative AI?
Across every Mathematical Foundations of Generative AI paper here: 65% MCQ, 23% numerical, 12% MSQ. Most questions carry 2, 3 or 5 marks.