Name: Video recording for Introduction to the Alignment Problem in ML and AI - Codementor Events
Uploaded: 2023-03-07
Description: When approaching Machine learning and AI, align objectives can be hard to tackle. Mikhail will talk about the why and how to approach this problem.

## About the talk
When you train an RL model, you have to specify an objective. But can gradient descent find optimizers for something different from the objective you gave? What happens if this objective doesn’t perfectly represent what you want? 

### This talk will cover
- Mesa-optimizers in RL and what can be done about them
- Why it’s hard to align the objectives of advanced ML systems pursue with what we want
- Approaches used for current SOTA ML models
- The alignment problem in advanced AI systems

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CEO at AudD.io

Mikhail Samin

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When approaching Machine learning and AI, align objectives can be hard to tackle. Mikhail will talk about the why and how to approach this problem.

Video recording for: Introduction to the Alignment Problem in ML and AI

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