Nobody Is Talking About Synthetic Data In AI

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

Data-driven 3D chromosome model reveals structural and dynamic features of DNA

Chromosomes are masters of organization. These long strings of DNA fold down into an ensemble of compact structures that keep needed parts of the genome accessible while tucking away those that aren't ...

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 ...

Is the Model Context Protocol the Missing Link in AI Communication?

Is the Model Context Protocol the missing link in AI? Discover how MCP standardizes AI-tool communication, introduced by Anthropic to shape the future of AI integration.

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 ...
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 ...

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 ...
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 ...