Nobody Is Talking About Synthetic Data In AI

Every synthetic dataset generated today trains tomorrow's models while potentially poisoning the ecosystem those models ...

The Rise Of Distributed Data Centers In The AI Era

For decades, the data center was a centralized place. As AI shifts to an everyday tool, that model is changing. We are moving ...

The era of agentic AI demands a data constitution, not better prompts

1. The "quarantine" pattern is mandatory: In many modern data organizations, engineers favor the "ELT" approach. They dump ...

Tsinghua and Microsoft researchers train AI model using synthetic data, Nvidia chips

The team's SynthSmith data pipeline develops a coding model that overcomes scarcity of real-world data to improve AI models ...
Semiconductor Engineering

Reliable Training Data Paramount To AI Model Success

AI systems are increasingly being integrated into safety- and mission-critical applications ranging from automotive to health care and industrial IoT, stepping up the need for training data that is ...
ZDNet

Beware of AI 'model collapse': How training on synthetic data pollutes the next generation

To feed the endless appetite of generative artificial intelligence (gen AI) for data, researchers have in recent years increasingly tried to create "synthetic" data, which is similar to the ...