LLM collapse: The danger of training LLMs on AI-generated data

Explore the risks of training LLMs on AI-generated data, revealing potential model collapse and the importance of ...
Forbes

Great AI Needs Great (Synthetic) Data

Every year, I am asked what marketing innovation I am most excited about, and for 2025, my answer may be surprising. I know you’re probably expecting me to say AI agents or AI-created interactive ...
Forbes

Using Synthetic Data? Consider 19 Pros And Cons From Tech Leaders

Synthetic data is becoming an increasingly attractive tool for companies looking to accelerate their AI development. By simulating realistic scenarios, it can protect privacy, speed up model training ...
Nature

LLM-based medical dialogue dataset generation with automated instructions

Constructing medical dialogue datasets poses significant challenges owing to legal and privacy concerns. In the wake of the advancement of large language models (LLMs), automated instruction ...
Nature

Medical data sharing and synthetic clinical data generation – maximizing biomedical resource utilization and minimizing participant re-identification risks

Translational science research has enormous promise for expediting clinical predictivity, optimizing resource utilization, and increasing the efficiency of instrument development and intervention ...