10-202: Introduction to Modern AI (CMU)
modernaicourse.org
March 1, 2026
5 min read
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60/100
Summary
The course "10-202: Introduction to Modern AI" covers the workings of modern AI systems, focusing on machine learning methods and large language models (LLMs) such as ChatGPT, Gemini, and Claude. The curriculum emphasizes the contemporary understanding of AI, primarily relating to chatbot technologies used daily.
Key Takeaways
- The course provides an introduction to modern AI systems, focusing on machine learning methods and large language models (LLMs) used in applications like ChatGPT and Claude.
- Participants will learn to implement a basic AI chatbot and train open source LLMs from scratch through programming assignments.
- The course includes a series of quizzes and exams, with midterms focusing on specific sections and a cumulative final exam.
- All homework assignments will be released as Colab notebooks, and solutions will be provided for in-class versions to assist students.
Community Sentiment
Positives
- The policy encouraging students to use AI assistants as learning tools highlights the potential of AI to enhance understanding and implementation in coursework.
- The revival of Lisp and Prolog in the course reflects a growing interest in foundational programming paradigms that can complement modern AI techniques.
Concerns
- The absence of symbolic reasoning in the course content raises concerns about the comprehensiveness of the curriculum in addressing diverse AI methodologies.
