Social Learning Model for Artificial Intelligence Education from Google

Google introduced the Social learning framework, a new privacy-focused model in which artificial intelligence can train each other.

Different studies were being carried out on the training of artificial intelligence. One of these studies is now Google It was carried out by. “Social Learning” In the method called, privacy focus stands out. In this model, different artificial intelligence models can improve themselves by learning from other specialized artificial intelligence.

How does the model work?

One in the model student artificial intelligence and many more teacher artificial intelligence is available. Artificial intelligence, which can learn from each other through natural language interactions, can thus improve themselves in different areas and reach the capacity to perform different tasks.

So let’s say we have an artificial intelligence model that is very adept at solving mathematical problems, and there is also a model that is adept at compiling data and perceiving data in verbal expressions. By using the two, we can bring a third language model to a superior level of optimization. Teacher AIs working on examples from humans, without sharing data and preserving privacy training new artificial intelligence they provide. Additionally, these teacher artificial intelligence tools can create examples and guidance beyond the information they have.

graphic

Studies have shown that student artificial intelligence in various fields is improving reveals. It does not go unnoticed that the examples created by the teacher models are effective enough compared to the original data. In addition, the guidance of these models has the feature of increasing the performance of student models. In this process, the possibility of data leakage or disclosure is reduced to a minimum.

This model mimics people’s social learning skills. privacy It brings information to the fore and ensures increased performance. Thus, it paves the way for privacy-oriented artificial intelligence systems in the future. Researchers are now preparing to work on different areas where they can apply this model.

RELATED NEWS

Google Engineer Arrested for Selling Artificial Intelligence Secrets to China

Source :
https://blog.research.google/2024/03/social-learning-collaborative-learning.html?m=1


source site-35