Synthetic Data Generation Archives

May 14, 2024

Red Hat Advances AI with Red Hat Enterprise Linux AI Platform

Red Hat introduces its newest innovation, the Red Hat Enterprise Linux AI (RHEL AI), a cutting-edge platform designed to simplify the development, testing, and deployment of generative artificial intelligence (GenAI) models. Integrating IBM Research’s open-source Granite large language models (LLMs) with InstructLab’s model alignment tools strengthened by LAB (Large-scale Alignment for chatBot) methodology, RHEL AI catalyzes AI-powered solutions.… Read the rest

April 24, 2024

The Conundrum of AI Training Data and Future Implications

Intellectual Property and Data Scarcity Concerns in AI Training
Questions regarding the legitimacy of data usage and adherence to copyright laws by companies training AI models are becoming increasingly prevalent. Legal actions are currently underway to determine proper future practices in this realm to avoid harm to any parties involved.… Read the rest

April 21, 2024

SAS Innovates Synthetic Data Generation to Bridge AI Gaps

Global Product Strategy Chief Speaks on AI Development Challenges

In the bustling atmosphere of Las Vegas, Marinella Profi, the Global Product Strategy Head for the Generative AI segment at SAS, discussed the various challenges AI faces in an international landscape. Profi elucidated that there is a significant discrepancy in data collection volumes across different countries due to varying laws and systems.… Read the rest

April 17, 2024

Artificial Datasets Poised to Revolutionize AI Development

Synthetic databases, generated by computer algorithms that simulate human-created information, are gaining prominence as a cost-effective and efficient alternative for training machine learning models. One of the industry leaders, Microsoft, is pioneering this trend by utilizing synthetic materials to train its sophisticated language models, known as phi-1 and phi-2.… Read the rest

April 17, 2024

Navigating the Data Dilemma: Tech Giants Scramble for New AI Training Resources

As artificial intelligence continues to advance, major tech players such as OpenAI, Meta, and Google have largely exhausted the data available on the internet to train their AI models. These companies are now in a desperate pursuit of fresh datasets to maintain the momentum of their technological progress.… Read the rest

April 15, 2024

Exploring the Evolution and Challenges of AI Training Practices

Artificial intelligence (AI) evolution is a testament to human curiosity and technological prowess. The more data AI systems are fed, the more intelligent and capable they become. In the race for the most advanced AI models, OpenAI and Google have allegedly engaged in an interesting training regimen for their intelligent platforms—using vast amounts of text transcribed from YouTube videos.… Read the rest