Learn · Responsible & Safe AI Systems
Lecture 46 of 55Week 9
AI Policies, Regulations, AGI - Part 2
Prof. Ponnurangam Kumaraguru, Prof. Balaraman Ravindran and Prof. Arun Rajkumar · IIITH & IITM
Credits and licence
- From
- Responsible & Safe AI Systems, IIITH & IITM (at NPTEL)
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge. Coordinated by IIT Madras.
- Who can watch
- Teens profiles and older. How courses are placed
All the lectures
- Introduction
- AI Capabilities Part 1
- AI Capabilities Part 2
- AI Risk Part 1
- AI Risk Part 2
- AI Risk Part 3
- AI Risk Part 4
- Robustness Part 1
- Robustness Part 2
- Robustness Hands-On
- RLHF
- AI Alignment
- Transformers Part 1
- Transformers Part 2
- Hugging face
- Unlearning
- Approximate unlearning
- Evaluation of Unlearning and Graph Unlearning Part 1
- Evaluation of Unlearning and Graph Unlearning Part 2
- Representation Engineering - Hands on
- Introduction to ML Part 1
- Introduction to ML Part 2
- Basics of Neural Networks & PyTorch Part 1
- Basics of Neural Networks & PyTorch Part 2
- PyTorch - Basic Workflow
- PyTorch - Classification
- Bias - I
- Bias - II
- Source of Bias
- Bias-Handson
- Bias - III
- Bias - IV
- Bias in VLM's
- Bias Handon Part 1
- Bias Handson Part 2
- Data Privacy
- Differential Privacy
- Approximate Differential Privacy
- Exponential Mechanism
- Fairness in Machine Learning
- Interpretability - I
- Interpretability - II
- Interpretability Hands-on - Part 1
- Interpretability Hands-on - Part 2
- AI Policies, Regulations, AGI - Part 1
- AI Policies, Regulations, AGI - Part 2
- AI Policies, Regulations, AGI - Part 3
- AI Policies, AGI with Prof. David Krueger - Part 1
- AI Policies, AGI with Prof. David Krueger - Part 2
- Finetuning and Jailbreaking: Hands-on
- AI Governance
- Research Overview: SaGE- Quantifying moral consistency in LLMs
- Research Overview: Higher Order Structures for Graph Explanations
- Research Overview: Representation Surgery
- Summary - Part 1