Artificial General Intelligence

Graduate Course | Spring 2025 | Boston University

Course Information

Instructor: Prof. Iddo Drori, CDS 839

Time: Monday and Wednesday, 5:00-6:15pm

Location: CDS 801

Prerequisites: ML or Deep Learning or AI or Computer Vision or NLP

Grading: Presentations 50%, Competition 40%, Participation 10%

Schedule

Lecture Date Topic Reading
Monday, January 20 Martin Luther King Jr. Day (Holiday)
1 Wednesday, January 22 Reasoning Foundation Models
2 Monday, January 27 Self-Improving Foundation Models
3 Wednesday, January 29 Open Source and Open Weights Foundation Models
4 Monday, February 3 World and Self Models
5 Wednesday, February 5 AI Agents
6 Monday, February 10 Generation, Synthetic Data, and Verification
7 Wednesday, February 12 Invited Talk: Auto-Continual Learning, Prof. Joaquin Vanschoren
Monday, February 17 President's Day (No classes)
7 Tuesday, February 18 Weight-Space Learning
8 Monday, February 24 Small, Adaptive, Fast Learning, Self-Training Foundation Models
9 Wednesday, February 26 AI for Super-Human Mathematics
10 Monday, March 3 AI for Super-Human Visual Reasoning
11 Wednesday, March 5 AI for Scientific Discovery
Saturday, March 8 - Sunday, March 16 Spring Recess
12 Monday, March 17 Video and Audio Analysis and Synthesis, Simulation
13 Wednesday, March 19 Meta Learning, AI Coding AI
14 Monday, March 24 Humanoid Robots
15 Wednesday, March 26 Fly Brain
16 Monday, March 31 Human Brain
17 Wednesday, April 2 Human-AI Co-Evolution
18 Monday, April 7 Self-Improving AI Researcher
19 Wednesday, April 9 AI for Simulating the Creation of Life on Earth
20 Monday, April 14
21 Wednesday, April 16
22 Wednesday, April 23 AI for Reproducing JWST Findings of Alien Life
23 Monday, April 28 Safety and Security
24 Wednesday, April 30 AI Governance