AI Safety Fundamentals: Alignment

Compute Trends Across Three Eras of Machine Learning

June 13, 2024 BlueDot Impact Season 1 Episode 6
Compute Trends Across Three Eras of Machine Learning
AI Safety Fundamentals: Alignment
More Info
AI Safety Fundamentals: Alignment
Compute Trends Across Three Eras of Machine Learning
Jun 13, 2024 Season 1 Episode 6
BlueDot Impact

This article explains key drivers of AI progress, explains how compute is calculated, as well as looks at how the amount of compute used to train AI models has increased significantly in recent years.

Original text: https://epochai.org/blog/compute-trends

Author(s): Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos.

A podcast by BlueDot Impact.

Learn more on the AI Safety Fundamentals website.

Show Notes Chapter Markers

This article explains key drivers of AI progress, explains how compute is calculated, as well as looks at how the amount of compute used to train AI models has increased significantly in recent years.

Original text: https://epochai.org/blog/compute-trends

Author(s): Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos.

A podcast by BlueDot Impact.

Learn more on the AI Safety Fundamentals website.

Introduction
Methodology
Results
Implications and further work