The Central government has selected eight 'Responsible ... Data Generation: IIT Roorkee – Design and Development of method for generating synthetic data for mitigating bias in datasets; and ...

Most of the existing research only covers ethical components and lacks the breadth of Responsible AI (RAI ... mitigation strategies such as synthetic data generation and algorithmic fairness analysis.

However, synthetic data is not a universal fix. Its effectiveness depends on how well it is generated, validated and integrated into AI workflows. Let’s dive into how synthetic data can be used ...

The world of robotics is undergoing a remarkable transformation, thanks to the power of synthetic data. In his latest work, Tanay Choudhary explores how artificially generated datasets are ...

According to Andreas Bartsch, head of innovation and services at PBT Group, this is where synthetic data is stepping in as a game-changer, providing organisations with access to a future where ...

Today, Apple typically trains AI models using synthetic data — information that’s meant to mimic real-world inputs without any personal details. But that synthetic information isn’t always ...

Enabling Responsible AI Adoption With Synthetic Data The ability to leverage synthetic data helps businesses looking to fine-tune AI models with domain-specific intelligence. By preserving privacy ...

Apple's plan is to use more synthetic data — a form of data generated by AI itself — and enhance it by comparing it to real-world data from users opted into the company's Device Analytics program.