What Is Synthetic Data And How Can It Address AI's Privacy And Copyright Issues?

In today's digital world, data and artificial intelligence (AI) are everywhere. Companies are always looking for data to train their AI systems. This search has raised concerns about privacy and copyright.

What is Synthetic Data?

Synthetic Data is "fake" data created by computers. It looks like real data but doesn't include any personal or sensitive information. This data is made using algorithms that learn from actual data, allowing companies to create large amounts of data for testing and analysis.

Why is Synthetic Data Important?

1. Privacy Protection: Researchers can use Synthetic Data without violating privacy laws like GDPR in Europe or POPIA in South Africa.
2. Cost and Availability: It solves the problem of not having enough real data and reduces the high costs of collecting it.