

What Does It Take to Catch a Chinchilla? Verifying Rules on Large-Scale Neural Network Training via Compute Monitoring
6 snips May 13, 2023
This podcast explores the importance of enforcing rules on developing advanced machine learning systems. It discusses the dangers of ML chip development, proposes a system design for verifying compliance with neural network training rules, and explores measures for secure machine learning training.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
The Dangers and Difficulties of ML Chip Development
02:20 • 5min
Proposed System Design for Verifying Compliance with Neural Network Training Rules
07:30 • 5min
Verifying Compliance with Large-Scale ML Training Rules
12:21 • 9min
Verifying ML Chips and Training Transcripts
20:53 • 5min
Measures for Secure Machine Learning Training
25:33 • 7min